JSU-MCIS

UTK-EECS

ORNL

ORNL-BTRIC

 


Joshua R. New


ORNL Contact Info:
PO Box 2008, MS 6324
Oak Ridge, TN 37831
Work:  865-241-8783
Fax: 865-241-4152
ORCID: 0000-0001-8015-0583
newjr@ornl.gov



           

I am currently serving as full-time R&D staff at Oak Ridge National Laboratory since May 11, 2009 and Joint Faculty at The University of Tennessee since August 1, 2012. I graduated from The University of Tennessee at Knoxville with a Ph.D. in Computer Science in May 2009. I graduated from Jacksonville State University, AL, in Spring 2001 with a double-B.S. in Mathematics and Computer Science, and again with a M.S. in Systems and Software Design in Spring 2004.

My interests include: Human/Computer Interaction (HCI), Artificial Intelligence (AI), scientific visualization, automation, optimization, General Purpose computation on Graphical Processing Units (GPGPU), High Performance Computing (HPC), energy efficient buildings, computer vision, data fusion, robotics, computer graphics, virtual reality, drones, Brain Machine Interfaces (BMI), 3D printing, and quantum computing.

Resume
Curriculum Vitae

Publications:

    2024

  1. Chowdhury, Shovan; Li, Fengqi; Stubbings, Avery; New, Joshua R.; Garg, Ankur; Correa, Santiago; Kaplan, Ian; Bacabac, Kevin (2024) "Data and machine learning approach for determining building type." IBPSA-USA SimBuild 2024, Denver, CO, USA. May 21-24, 2024. [ACM]

    2. New, Joshua R.; Bass, Brett; Berres, Andy; Li, Fengqi; Adams, Mark; Clinton, Nicholas; Wade, Zachary (2023). "Model America - data and models of every U.S. building (v2.0)." Reference number 81943230, US Copyright Office registration number TXu 2-420-712, Mar. 29, 2024

  2. New J; Bass B; Berres A; Clinton N; Adams M; Li F; Stubbings A; Chowdhury S (2021). "Model America: Data and Models for every U.S. Building. Southwest Urban Corridor Integrated Field Laboratory (SW-IFL), ESS-DIVE repository." Dataset. doi:10.15485/2283980 accessed via https://data.ess-dive.lbl.gov/datasets/doi:10.15485/2283980 on Mar. 12, 2024. [Data]

  3. Amoo, Charles Nii-Baah and New, Joshua and Eckman, Bill W., "A Multicriteria Framework for Assessing Energy Audit Software for Low-Income Households in the United States." Available at SSRN: https://ssrn.com/abstract=4714592 or http://dx.doi.org/10.2139/ssrn.4714592. [NIBS]

  4. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2023). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County (Cross-Model version-SSP5-RCP8.5)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10420668, Feb. 2024. [Data]

  5. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2024). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County in CONUS (Cross-Model Version-SSP3-RCP7.0)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10698922, Feb. 2024. [Data]

  6. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2024). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County in CONUS (Cross-Model Version-SSP2-RCP4.5)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10719179, Feb. 2024. [Data]

  7. Chowdhury, Shovan; Li, Fengqi; Stubbings, Avery; New, Joshua R.; Rastogi, Deeksha and Kao, Shih-Chieh (2024). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County in CONUS (Cross-Model Version-SSP1-RCP2.6)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10719205, Feb. 2024. [Data]

  8. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2024). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County in CONUS (West and Midwest - SP3-RCP7.0)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10729158, Feb. 2024. [Data]

  9. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2024). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County in CONUS (East and South - SSP3-RCP7.0)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10729200, Feb. 2024. [Data]

  10. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2024). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County in CONUS (West and Midwest - SP2-RCP4.5)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10729224, Feb. 2024. [Data]

  11. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2024). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County in CONUS (East and South - SSP2-RCP4.5)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10729202, Feb. 2024. [Data]

  12. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2024). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County in CONUS (West and Midwest - SP1-RCP2.6)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10729278, Feb. 2024. [Data]

  13. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2024). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County in CONUS (East and South - SSP1-RCP2.6)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10729280, Feb. 2024. [Data]

  14. New, Joshua R.; Li, Fengqi; Stubbings, Avery (2024). "Arizona Building Aggregated Parameters: Model America v1.0 Data for 146,557 1kmx1km Grid Cells." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.10850139, Feb. 2024. [Data]

  15. New, Joshua R.; LI, Fengqi; Chowdhury, Shovan; Stubbings, Avery; Garg, Ankur; Kunkel, Christian; Correa, Santiago (2024). "AutoBEM for BlocPower", ORNL internal CRADA report, Feb. 2024. [OSTI]

    16. Bass, Brett C., Adams, Mark B., New, Joshua R. (2023). "Automatic Building Energy Modeling (AutoBEM)." Reference number 90000265, US Copyright Office registration number TXu 2-409-435, Jan. 29, 2024.

  16. Garg, Ankur; Correa, Santiago; Li, Fengqi; Chowdhury, Shovan; New, Joshua R.; Brelsford, Christa; Bacabac, Kevin; Kunkel, Christian; Baird, Donnel (2023) "Empirical Validation of UBEM: An Assessment of Bias in Urban Building Energy Modeling for Chicago." ASHRAE Winter Conference, Chicago, IL, USA. Jan. 20-24, 2024. [OSTI]

    17. 2023

  17. Stubbings, Avery, Li, Fengqi, Chowdhury, Shovan, New, Joshua. (2023). "Model America - Summer 2020 Arizona Building Energy Simulation Results from ORNL's AutoBEM." ORNL internal Scientific and Technical Information (STI) report. Zenodo: https://zenodo.org/records/10419620, Dec. 21, 2023. [Data]

  18. Chowdhury, Shovan; Li, Fengqi; Stubbings, Avery; New, Joshua R. (2024) "Multi-Model Future Typical Meteorological (fTMY) Weather Files for nearly every US County." The 3rd ACM International Workshop on Big Data and Machine Learning for Smart Buildings and Cities and BuildSys '23: The 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Istanbul, Turkey, November 15-16, 2023. [OSTI]

  19. Li, Fengqi; Chowdhury, Shovan; Stubbings, Avery; New, Joshua R. (2023). "Multi-Model Future Typical Meteorological (fTMY) Weather for nearly every US County." AGU Fall Meeting 2023, San Francisco, CA, USA. Dec. 11-15, 2023.

  20. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2023). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County (West and Midwest - SSP5-RCP8.5)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.8338548, Sept. 2023. [Data]

  21. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2023). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County (East and South - SSP5-RCP8.5)." ORNL internal Scientific and Technical Information (STI) report, doi: 10.5281/zenodo.8335814, Sept. 2023. [Data]

  22. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Ankur Garg, Santiago Correa, Ian Kaplan, Kevin Bacabac (2023). "Bias Correction in Urban Building Energy Modeling for Chicago using Machine Learning." The International Conference on Intelligent Data Science Technologies and Applications (IDSTA2023). [IEEE]

  23. Liu, Xiaobing, Spittler, Jeff, New, Joshua R., Cook, Jack, Forman, Wes, Accawi, Gina, Malhotra, Mini, DeGraw, Jason, Adams, Mark, West, Timothy, Kunwar, Niraj, and Borshon, Ishraque (2023). "Final Report on an Advanced Techno-Economic Modeling Tool for Geothermal Heat Pump Applications in Residential and Commercial Buildings." ORNL internal report ORNL/TM-2023/2933, 69 pages.

  24. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2023). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County (West and Midwest)." ORNL internal Scientific and Technical Information (STI) report, doi:10.5281/zenodo.8338549, Sept 2023. [Data]

  25. Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua R. New, Deeksha Rastogi, and Shih-Chieh Kao (2023). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation for every US County (East and South)." ORNL internal Scientific and Technical Information (STI) report, doi:10.5281/zenodo.8335815, Sept 2023. [Data]

  26. Muehleisen, Ralph, New, Joshua R., Villa, Daniel (2023). "Future and Extreme Weather Data." BTO Peer Review, Arlington, VA, Apr. 24, 2023.

  27. New, Joshua R. (2023). "Poster: AutoBEM CRADAs." BTO Peer Review, Arlington, VA, Apr. 24, 2023.

  28. Martilli, Alberto, Georgescu, Matei, Sailor, David, New, Joshua R. (2023). "Adapting to global warming and urban expansion in EU and US cities." 5th Annual Urban Climate Research Center 2023 Annual Poster Event, Phoenix, Arizona, Apr. 20, 2023.

  29. New, Joshua R. (2023). "Automatic Building Energy Modeling (AutoBEM) and its Model America Dataset." Presented to Gene Rodrigues (Assistant Secretary of Energy for OE), Oak Ridge, TN, Apr. 12, 2023.

  30. New, Joshua R., and Fengqi Li (2023). "Model America - Arizona extract from ORNL's AutoBEM (archetypes with simulation results)" Zenodo. [Data]

  31. Wang, Endong, Shi, Jonathan, New, Joshua R., Zhang, Lianjun (2023). "Full characterization of building energy factor significance by novel integrated stochastic level-based sensitivity analysis with support vector network and multivariate clustering." Journal of Energy and Buildings, volume 288, doi.org/10.1016/j.enbuild.2023.113004, June 2023. [ENB]

  32. Bass, Brett, Curtis, Leland New, Joshua R., Sanborn, Stet, McNally, Peter (2023). "Universal Design Space Exploration for Building Energy Design" Journal of Building Engineering, volume 68, doi.org/10.1016/j.jobe.2023.105977, Jun. 2023. [JBE] [Free] (til 4/11/23)

  33. Bass, Brett, Edwards, Ben, Mathis, Chris, Larson, Jim, and New, Joshua R. (2023). "A New Analytical Approach for Evaluating Fenestration Impacts on Building Energy Performance." ASHRAE Annual Conference, Tampa, FL, Jun. 24 - 28, 2023.

  34. Bass, Brett, Edwards, Ben, Mathis, Chris, Larson, Jim, and New, Joshua R. (2023). "Quantifying Future Building Energy Performance: Using Multi-Variable Parametric Analysis and Future Weather Models to Support Standards Development and Market Transformation" ASHRAE Annual Conference, Tampa, FL, June 24-28, 2023.

  35. New, Joshua R., Bass, Brett, Adams, Mark, Berres, Andy, and Li, Fengqi (2023). "Model America - Arizona extract from ORNL's AutoBEM (v1.0) [Data set]" Zenodo. doi.org/10.5281/zenodo.7644412, Feb. 2023. [Data]

  36. Bass, Brett and New, Joshua R. (2023). "How Will United States Commercial Building Energy Use Be Impacted by IPCC Climate Scenarios?" Journal of Energy, volume 263(E), doi.org/10.1016/j.energy.2022.125945, Jan. 2023. [Energy]

    37. 2022

  37. New, Joshua R., Bass, Brett, Wade, Zach, and Berres, Andy (2023). "Real-Sim: Enhancing Energy-Aware Real Estate Decisions via Climate-Informed Building Simulation." ORNL internal report ORNL/TM-2022/2821, Dec. 2022, 21 pages.

  38. Liu, Xiaobing, DeGraw, Jason, Malhotra, Mini, Forman, Wes, Adams, Mark, Accawi, Gina, Brass, Brett, Kunwar, Niraj, New, Joshua R. (2022). "Development of a Web-based Screening Tool for Ground Source Heat Pump Application."International Ground Source Heat Pump Association (IGSHPA) Research Track, Las Vegas, Dec. 6-8, 2022. [PDF] [PPT]

  39. Bass, Brett, New, Joshua R., Clinton, Nicholas, Adams, Mark, Copeland, Bill and Amoo, Charles (2022). "How close are urban scale building simulations to measured data? Examining bias derived from building metadata in urban building energy modeling." Journal of Applied Energy, volume 327(1), doi.org/10.1016/j.apenergy.2022.120049, Dec. 1, 2022. [APEN] [PDF]

  40. Bass, Brett, New, Joshua R., Crawley, Drury (2023). "3D Reality Energy Modeling Software." ORNL internal report ORNL/TM-2022/2971, doi.org/10.2172/1958378, Nov. 2022, 17 pages. [OSTI]

  41. Bass, Brett, New, Joshua R. and Wade, Zachary (2022). "Future Typical Meteorological Year (fTMY) Weather Data and Climate Change Impacts to Maricopa County, Arizona." The 2nd ACM International Workshop on Big Data and Machine Learning for Smart Buildings and Cities, Boston, Massachusetts, USA. BuildSys '22: Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, pp. 504-507, doi.org/10.1145/3563357.3567408, Nov. 9-10, 2022. [ACM] [PDF] [PPT] [Vis]

    42. Accame, Willy, Fagan, Kevin, Bass, Brett and Scroggin, Kevin (2022). "PANEL: The Urgency of Climate Risk Management in Commercial Real EstatePoster: Environmental Insights Explorer for Buildings." Lightbox PRISM Conference, Phoenix, AZ, Oct. 13, 2022. [PPT]

    Bass, Brett, New, Joshua R., Berres, Andy, Adams, Mark, Clinton, Nicholas, Leung, Marissa, Tuxen-Bettman, Karin and Van Groenou, Saleem (2022). "Poster: Environmental Insights Explorer for Buildings." Geo for Good Summit, Mountain View, A, Sept. 19, 2022. [PPT]

  42. Haowen Xu, Andy Berres, Yunli Shao, Chieh Wang and Joshua New (2022). "Towards a Smart Metaverse City: Immersive Realism and 3D Visualization of Digital Twin." Advances in Scalable and Geospatial Analytics: New Trends, Challenges and Applications, CRC Press, Taylor & Francis Group.

    43. New, Joshua R., Bass, Brett, Berres, Andy and Adams, Mark (2022). "Industry partners use ORNL software to trim carbon footprint of buildings" ORNL Science Highlight, Oak Ridge, TN, Sept. 20, 2022. [Article]

  43. Bass, Brett, New, Joshua, Amoo, Charles, Ezell, Evan and Copeland, William (2021). "Using Measured Building Energy Data to Infer Building Type for Building Energy Modeling." ASHRAE/IBPSA-USA 2022 Building Performance Analysis Conference and SimBuild (BPACS), Chicago, IL, Sept. 14-16, 2022. [PDF] [PPT]

    44. Berres, Andy, Bass, Brett, Adams, Mark and New, Joshua R. (2022). "AutoBEM: A Workflow to Automate Building Energy Modeling." Computational and Autonomous Workflows Workshop (CAW 2022) Lightning Talk, Oak Ridge, TN, Sept. 12-13, 2022. [PPT]

  44. Buechler, Elizabeth, Pallin, Simon, Boudreaux, Philip, Stockdale, Michaela and New, Joshua R. (2022). "Probabilistic modeling of the indoor climates of residential buildings using EnergyPlus - data set of indoor temperature and relative humidity [Data set]." Zenodo, doi.org/10.5281/zenodo.6862491, Sept. 2, 2022. [Data]

  45. Bass, Brett, New, Joshua R., Rastogi, Deeksha and Kao, Shih-Chieh (2022). "Future Typical Meteorological Year (fTMY) US Weather Files for Building Simulation (1.0) [Data set]." Zenodo, doi.org/10.5281/zenodo.6939750, Aug. 2022. [Data]

  46. Bass, Brett, Larsen, Jim, Edwards, Ben, Mathis, Chris and New, Joshua R. (2022). "Multi-variable Parametric Analysis of Prototype Building Energy Performance Using Current and Future Weather Scenarios For Data-Driven Market Transformation Support." ORNL internal report ORNL/LTR-2022/2532, Aug. 2022, 18 pages.

  47. Mumme, Sven, Brown, Fredericka, Bass, Brett, Shen, Bo, Shrestha, Som, New, Joshua R. and Gluesenkamp (2022). "Implications of Electrifying Residential Space Heating in Cold Climates with Heat Pumps, Envelope Improvements, and Thermal Storage." ACEEE Summer Study Conference, Pacific Grove, CA, August 21-26, 2022. [OSTI] [PDF] [PPT]

    48. New, Joshua R. and Bass, Brett (2022). "Automatic Building Energy Modeling (AutoBEM) and its Model America dataset: background, capabilities, and discussion with WIP stakeholders." DOE's Weatherization and Intergovernmental Programs (WIP), July 28, 2022. [PPT]

    New, Joshua R. and Bass, Brett (2022). "Automatic Building Energy Modeling (AutoBEM) and the Model America dataset." Digital Twin Demonstrator Forum, June 9, 2022.

    Berres, Andy, Bass, Brett, New, Joshua R., Im, Piljae, Urban, Marie and Sanyal, Jibonananda (2022). "Generating Customized Building Occupancy Schedules From Smart Traffic Sensor Data." Invited poster, Directorate Advisory Council Meeting for Oak Ridge National Laboratory's Computing and Computational Sciences Directorate, May 2022. [PDF]

    Amoo, Charles (2022). "Urban-Scale Building Energy Modeling: Market Potential, Data Sources, Computational Methods and Visualization." PhD Qualifier Exams Presentation, May 16, 2022.

  48. Allen-Dumas, Melissa, Berres, Andy, Brelsford, Christa, New, Joshua R., Bass, Brett, Sweet-Breu, Levi, Kurte, Kuldeep and Sanyal, Jibonananda (2022). "Sustainable Cities: Socioeconomics, Building Types, and Urban Morphology." Smoky Mountain Computational Science Data Challenge (SMCD22), August 23-25, 2022. [Challenge]

    49. Bass, Brett, New, Joshua R., Curtis, Leland, McNally, Peter and Sanborn, Stet (2022). "AI-facilitated building design." DOE BTO Brown Bag, March 17, 2022. [PPT]

    Berres, Andy S., Sanyal, Jibonananda, Kurte, Kuldeep R., Dumas, Melissa R., Bass, Brett C., New, Joshua R., Im, Piljae, Urban, Marie L. and Thakur, Gautam (2022). "Traffic-based analyses of buildings advance smart city capabilities." ORNL science article, March 3, 2022. [Article]

  49. Savage, Neil (2022). "Virtual Duplicates." Communications of the ACM, volume 65(2), pp. 14-16, doi:10.1145/3503798, February 2022. [CACM]

    50. Webb, Sarah (2022). "Sustainable Cities: Oak Ridge researchers harness Argonne's Theta supercomputer to build energy-efficiency models for all U.S. buildings." ASCR Discovery, January 2022. [Article]

  50. Xu, Haowen, Berres, Andy, Yoginath, Srikanth, Kurte, Kuldeep, Peleti, Rajesh, New, Joshua R. and Sanyal, Jibonananda (2022). "Towards Adaptive Decision Support: A Perspective from Intelligent and Annotated Visual Analytics for Exploring Big Urban Mobility Data." ASCR Workshop on Visualization for Scientific Discovery, Decision-Making, & Communication, Jan. 2022. [PDF]

  51. Bass, Brett and New, Joshua R. (2022). "AutoBEM - Dynamic Archetypes." Generates representative models and floor space multipliers for any area of interest, with example data for Las Vegas, doi:10.5281/zenodo.5838465. January 11, 2022. [code]

    52. 2021

    McCorkle, Morgan L. and Burke, J.J. (2021). "ORNL's simulation tool creates digital twin of buildings from coast to coast." Top 10 ORNL science article of 2021. [Top 10 list] [Article]

  52. Bass, Brett, New, Joshua, & Berres, Andy (2021). "Model America - Chicago Archetype extract from ORNL's AutoBEM (1.1) [Data set]." Zenodo, doi.org/10.5281/zenodo.5798155, Dec. 22, 2021. [Data]

  53. Berres, Andy, Bass, Brett, Adams, Mark, Garrison, Eric, and New, Joshua R. (2021). "A Data-Driven Approach to Nation-Scale Building Energy Modeling." 2021 IEEE International Conference on Big Data, pp. 1558-1565, doi:10.1109/BigData52589.2021.9671786, Orlando, FL, December 15-18, 2021. [PDF] [PPT] [MOV]

    54. Sanyal, Jibonananda, Berres, Andy, Allen, Melissa R., and New, Joshua R. (2021). "High Fidelity Digital Twins of Urban Systems as Components in Earth System Digital Twins." American Geophysical Union (AGU) Fall Meeting, New Orleans, LA. Dec. 13-17, 2021.

  54. Bass, Brett, Curtis, Leland, and New, Joshua R. (2021). "Design Space Data: Informing Common Design Decisions with Pre-Simulated Data." ORNL internal report ORNL/TM-2021/170499, November 19, 2021, 17 pages. [PDF]

    55. New, Joshua R. (2021). "Model America - a model of every U.S. building." CalBEM 2021 virtual conference, November 18-19, 2021. [PDF] [MOV]

    Brett Bass, Leland Curtis, and Peter McNally (2021). "Universal Design Space Building Energy Simulation." Kaggle, Oct. 25, 2021, doi: 10.34740/KAGGLE/DSV/2741357. [Data]

  55. Bass, Brett, New, Joshua R., Ezell, Evan, Im, Piljae, Garrison, Eric, and Copeland, William (2021). "Utility-scale Building Type Assignment Using Smart Meter Data." Building Simulation 2021 Conference, Bruges, Belgium, September 1-3, 2021. [PDF] [PPT] [MOV]

  56. New, Joshua R., Bass, Brett, Berres, Anne S. (2021). "Distribution of potential savings from urban-scale energy modeling of a utility." Building Simulation 2021 Conference, pp. 382-390, doi:10.26868/25222708.2021.30617, Bruges, Belgium, September 1-3, 2021. [PDF] [PPT] [MOV]

  57. Berres, Anne S., Bass, Brett, New, Joshua R., Im, Piljae, Urban, Marie, and Sanyal, Jibonananda (2021). "Generating traffic-based building occupancy schedules in Chattanooga, Tennessee from a grid of traffic sensors." Building Simulation 2021 Conference, Bruges, Belgium, September 1-3, 2021. [PDF] [PPT] [MOV]

    58. Allen-Dumas, Melissa, Brelsford, Christa, New, Joshua R., Berres, Anne, Kurte, Kuldeep, Sanyal, Jibonananda, Sweet, Levi (2021). "Sustainable Cities: Socioeconomics, Building Types, and Urban Morphology." Smoky Mountain Computational Science Data Challenge (SMCD21). Virtual Conference, August 24-August 26, 2021. [Challenge]

  58. Bass, Brett, New, Joshua R., Adams, Mark, and Berres, Andy (2021). "Model America - WRF Grid Cell Archetype extract from ORNL's AutoBEM (1.0) [Data set]." Zenodo, doi.org/10.5281/zenodo.5154216, August 2, 2021. [Data]

    59. New, Joshua R. (2021). "Nation-scale building energy modeling, climate change, and potential grid impacts." IEEE Power & Energy Society General Meeting (PES GM) panel session titled "Emerging applications of data-driven intelligence as an enabler for demand response in wholesale and local markets." Virtual Conference, July 28, 2021. [PPT]

  59. New, Joshua R., Bass, Brett, Adams, Mark, Berres, Anne, and Luo, Xuan (2021). "Los Angeles County Archetypes in Weather Research and Forecasting (WRF) Region from ORNL's AutoBEM [Data set]." Zenodo, doi.org/10.5281/zenodo.4726136, Apr. 28, 2021. [Data]

  60. New, Joshua R., Adams, Mark, Bass, Brett, Berres, Anne, and Clinton, Nicholas (2021). "Model America - data and models of every U.S. building. [Data set]." Constellation, doi.ccs.ornl.gov/ui/doi/339, April 14, 2021. [Data]

  61. New, Joshua R., Bass, Brett, Adams, Mark, and Berres, Anne (2021). "Clark County (Vegas) Archetypes from ORNL's AutoBEM [Data set]." Zenodo, doi.org/10.5281/zenodo.4552901, Mar. 21, 2021. [Data]

  62. New, Joshua R., Bass, Brett, Adams, Mark, and Berres, Anne (2021). "Model America - Clark County (Vegas) extract from ORNL's AutoBEM (Version 1.1) [Data set]." Zenodo, doi.org/10.5281/zenodo.4552901, Feb. 16, 2021. [Data]

  63. Wang, Jing, Ye, Yunyang, Zuo, Wangda, New, Joshua R., and Rose, Amy (2021). "City-scale Building Occupancy Prediction using Geographic Information System Data." engrXiv journal, doi.org/10.31224/osf.io/658yb, Feb. 9, 2021. [engrXiv] [PDF]

  64. Garrison, Eric and New, Joshua R. (2021). "Quality Control Methods for Advanced Metering Infrastructure Data." Smart Cities journal, Special Issue "Applied Artificial Intelligence in Energy Systems," volume 4(1), pp. 195-203, doi.org/10.3390/smartcities4010012, Jan. 28, 2021. [SmartCities] [PDF]

    65. 2020

  65. Bass, Brett, New, Joshua R., and Copeland, William (2020). "Potential Energy, Demand, Emissions, and Cost Savings Distributions for Buildings in a Utility's Service Area." Energies journal, Special Issue "Designing, Modeling and Optimizing Energy and Environmental Systems for Buildings," volume 14(1), issue 132, doi.org/10.3390/en14010132, Dec. 29, 2020. [Energies] [PDF] [OSTI]

  66. Allen-Dumas, Melissa R., Rose, Amy N., New, Joshua R., Omitaomu, Olufemi A., Yuan, Jiangye, Branstetter, Marcia L., Sylvester, Linda M., Seals, Matthew B., Carvalhaes, Thomaz M., Adams, Mark B., Bhandari, Mahabir S., Shrestha, Som S., Sanyal, Jibonananda, Berres, Anne S., Kolosna, Carl P., Fu, Katherine S., and Kahl, Alexander C. (2020). "Impacts of the Morphology of New Neighborhoods on Microclimate and Building Energy Use." Renewable & Sustainable Energy Reviews, volume 133, 110030, ISSN 1364-0321, doi.org/10.1016/j.rser.2020.110030, November 2020. [RSER] [PDF]

    67. Sanyal, Jibonananda, Comstock, Kevin, Copeland, William A., Sartipi, Mina, Rodriguez, Marissa M., New, Joshua R., Gaertner, Michael, and Berres, Anne (2020). "Chattanooga - The Smart City - How a National Laboratory and a City heralded a digital transformation." Invited Speaker to the Global Smart Cities Council Plenary Session, Oct. 8, 2020. [PPT] [MP4]

  67. New, Joshua R., Adams, Mark, Garrison, Eric, Bass, Brett and Guo, Tianjing. (2020). "Scaling Beyond Tax Assessor Data." ASHRAE/IBPSA-USA 2020 Building Performance Analysis Conference & SimBuild (BPACS), Chicago, IL, Sept. 29 - Oct. 1, 2020. [PDF] [PPT] [MP4]

  68. Bass, Brett and New, Joshua R. (2020). "Future Meteorological Year weather data from IPCC Scenarios." ASHRAE/IBPSA-USA 2020 Building Performance Analysis Conference & SimBuild (BPACS), Chicago, IL, Sept. 29 - Oct. 1, 2020. [PDF] [PPT] [MP4]

  69. Liu, Xiaobing, Spitler, Jeffrey D., DeGraw, Jason, Cook, Jack C., Guo, Tianjing, Adams, Mark, New, Joshua R., and Holladay, Seth (2020). "FY20 Third Milestone Report for Advanced Techno-Economic Modeling for Geothermal Heat Pump Applications in Residential, Commercial, and Industry Buildings." ORNL internal report ORNL/SPR-2020/1619, June 30, 2020. [OSTI]

    70. New, Joshua R. (2020). "Digital Twin of a Utility: Beyond Urban-Scale Building Energy Modeling." Invited Speaker to ORNL's monthly Energy Talks, Oak Ridge, TN, July 11, 2020. [PPT]

  70. New, Joshua R. (2020). "Creating a Virtual Utility: Energy and Demand Opportunities via Automatic Building Energy Modeling (AutoBEM)." DistribuTech International, San Antonio, TX, January 28-30, 2020. [PPT]

  71. Im, Piljae, Bae, Yeonjin, Joe, Jaewan, and New, Joshua R. (2019). "Empirical Validation of Building Energy Modeling for Commercial Buildings." Journal of Applied Energy, volume 261, issue 114374, March 2020. [APEN] [PDF]

    72. 2019

    Allen-Dumas, Melissa R., New, Joshua R., and Brelsford, Christa M. (2019). "Poster: Impacts of Urban Densification on Neighborhood Heat Wave Resilience." Proceedings of the AGU Fall Meeting, San Francisco, CA, Dec. 9-13, 2019. [Poster]

  72. New, Joshua R., Miller, William A., Huang, Yu (Joe), and Levinson, Ronnen (2019). "Comparison of different simulation programs in modeling the energy savings of cool roofs." In Proceedings of the International Conference on Countermeasures to Urban Heat Island (IC2UHI), IIIT Hyderabad, Hyderabad, India, December 2-4, 2019. [PDF]

  73. Bass, Brett and New, Joshua R. (2019). "Potential Demand Reduction from Buildings in a Simulated Utility." Invited speaker to the ACM BuildSys conference UrbSys workshop, Columbia University New York City, NY, November 10, 2019. [ACM] [PDF] [PPT]

  74. Malhotra, Mini, Im, Piljae, and New, Joshua R. (2019). "A Process for Defining Prototype Building Models: Courthouse Case Study for U.S. Commercial Energy." Journal Energies, volume 12, issue 4020, doi:10.3390/en12204020, October 22, 2019. [MDPI] [PDF]

    75. New, Joshua R. (2019). "Buildings-related research: simulation, validation, and beyond urban-scale energy modeling." Invited speaker, Syracuse University graduate seminar, Syracuse, New York, Oct. 11, 2019. [PPT]

    Hong, Tianzhen, Jain, Rishee, New, Joshua R., Reinhart, Christoph, Polly, Ben, Luo, Xuan (2019). "Panel - Urban Information and Energy Modeling." Proceedings of the IBPSA Building Simulation Conference, Rome, Italy, Sept. 2-4, 2019. [PPT]

  75. New, Joshua R., Adams, Mark, Garrison, Eric, Copeland, William, Smith, Brian, and Campbell, Andy (2019). "Nailing the Peak: City-Scale, Building-Specific Load Factor and Contribution to a Utility's Hour of Critical Generation." Proceedings of the IBPSA Building Simulation Conference, Rome, Italy, Sept. 2-4, 2019. [PDF] [PPT]

  76. Im, Piljae and New, Joshua R. (2019). "Empirical Validation of Building Energy Modeling using Flexible Research Platform." Proceedings of the IBPSA Building Simulation Conference, Rome, Italy, Sept. 2-4, 2019. [PDF] [PPT]

  77. Im, Piljae and New, Joshua R. (2019). "Updated OpenStudio Small and Medium Office Prototype Models." Proceedings of the IBPSA Building Simulation Conference, Rome, Italy, Sept. 2-4, 2019. [PDF] [PPT]

  78. New, Joshua R. (2019). "Automatic Building detection and Energy Model creation (AutoBEM) technologies for remote audit of individual buildings at urban scales." Invited speaker to the EnergyExchange, presented as part of a seminar titled "Energy and Water Assessments: Virtual and Conventional", Denver, CO, August 20-22, 2019. [PDF]

  79. Im, Piljae, Bhandari, Mahabir, and New, Joshua R. (2019). "Building Energy Model Input Specifications for the Flexible Research Platform." ORNL internal Report ORNL/SPR-2018/947, August 2019, 28 pages.

  80. Hussein, Ahmed, Eicker, Ursula, and New, Joshua R. (2019). "A Comparison Between Two Urban-Scale Methods for The Assessment of Heat Energy Demand and Photovoltaic Potential in New York City, USA." Proceedings of the European International Conference on Transforming Urban Systems (EICTUS), University of Strasbourg, France, June 26-28, 2019. [PPT]

  81. Copeland, William, New, Joshua R., and Vogel, Matthew. (2019). "Digital Twin of a City Utility: Issues, science, implementation, and results." "Data of the Future: Digital Cities" seminar of the Better Buildings Summit, Arlington, VA, July 11, 2019. [PPT]

  82. Shen, Bo, New, Joshua R., Ally, Moonis (2019) "Energy and Economics Analyses of Condenser Evaporative Precooling for Various Climates, Buildings and Refrigerants." In journal Energies, Special issue: Energy Performance and Indoor Climate Anallysis in Buildings volume 12, issue 11, May 31, 2019. [Energies]

    83. New, Joshua, Copeland, William, and Ingraham, James (2018). "Poster: Virtual Electric Power Board of Chattanooga, TN (EPB)." ORNL BTO Peer Review, April 15, 2019. [Poster] [Vis]

    Ruyssevelt, Paul. (2019). "Modelling Building Stocks and Their Energy Use." Presented at the Urban Dynamics Institute (UDI) at Oak Ridge National Laboratory, Oak Ridge, TN, Jan. 18, 2019. [PPT]

  83. Garrison, Eric, New, Joshua R., and Adams, Mark (2019). "Accuracy of a Crude Approach to Urban Multi-Scale Building Energy Models Compared to 15-min Electricity Use." Best PhD Student Paper award. In Proceedings of the ASHRAE Winter Conference, Atlanta, GA, Jan. 12-16, 2019. [PDF] [PPT]

  84. Luo, Xuan, Macumber, Dan, New, Joshua R., and Judkoff, Ron (Seminar Chair) (2019). "Seminar - Multiscale Building Energy Modeling, Part 10." In Proceedings of the ASHRAE Winter Conference, Atlanta, GA, Jan. 12-16, 2019. [LBNL] [NREL] [ORNL]

  85. Ruyssevelt, Paul, Shipley, David, Ellis, Peter, and New, Joshua R. (Seminar Chair) (2019). "Seminar - Multiscale Building Energy Modeling, Part 9." In Proceedings of the ASHRAE Winter Conference, Atlanta, GA, Jan. 12-16, 2019. [UK] [CA] [BL]

    86. 2018

    New, Joshua R. (2018). "Automatic Building detection and Energy Modeling (AutoBEM)." Presented at the International Energy Agency (IEA) Energy in Buildings and Communities Programme (EBC) Annex 70 - Building Energy Epidemiology Workshop, Washington D.C., Nov. 8-9, 2018. [PDF]

    New, Joshua R. (2018). "DOE's Roof Savings Calculator." Presented at Roofing Industry Committee on Weather Issues, Inc. (RICOWI) Fall Meeting, Chicago, IL, Oct. 3, 2018. [PDF]

  86. New, Joshua R. (2018). "TEDergy Talk: Automatic Building Energy Modeling (AutoBEM)." In Proceedings of the Building Performance Analysis Conference and SimBuild (BPACS) co-organized by ASHRAE and IBPSA-USA, Chicago, IL, Sept. 26-28, 2018. [PDF] [PPT]

  87. Adams, Mark and New, Joshua R. (2018). "EnergyPlus Interior Radiant Heat Exchange Runtime Performance Improvements." In Proceedings of the Building Performance Analysis Conference and SimBuild (BPACS) co-organized by ASHRAE and IBPSA-USA, Chicago, IL, Sept. 26-28, 2018. [PDF]

  88. Adams, Mark and New, Joshua R. (2018). "EnergyPlus Performance Improvements via JSON Input Refactoring." In Proceedings of the Building Performance Analysis Conference and SimBuild (BPACS) co-organized by ASHRAE and IBPSA-USA, Chicago, IL, Sept. 26-28, 2018. [PDF] [PPT]

    89. New, Joshua R. (2018). "Creating a Digital Twin of an Electric Utility: Reimagining building energy modeling in a world of high performance computing, big data, imagery, and advanced metering infrastructure." Presented at Argonne National Laboratory, Sept. 25, 2018. [PDF]

  89. Im, Piljae, Fricke, Brian, New, Joshua R. and Adams, Mark (2018). "Development of a Supermarket Prototype Building Model." In Proceedings of the International Building Physics Conference Syracuse, NY, Sept. 23-26, 2018. [PDF]

  90. Villa, Daniel, New, Joshua R., Adams, Mark and Garrett, Aaron (2018). "Feedback between Building Automation Systems, Building Energy Models, and Auto-Calibration." In Proceedings of the Building Performance Analysis Conference and SimBuild (BPACS) co-organized by ASHRAE and IBPSA-USA, Chicago, IL, Sept. 26-28, 2018. [PDF]

    91. Villa, Daniel, New, Joshua R., Peplinski, William John, Thushara, Gunda, Gallegos, Gerald R., Adams, Mark and Garrett, Aaron (2018). "Reducing Building Energy Modeling Workloads Through Automated Calibration." In Proceedings of the Building Performance Analysis Conference and SimBuild (BPACS) co-organized by ASHRAE and IBPSA-USA, Chicago, IL, Sept. 26-28, 2018. [OSTI] [PPT]

  91. New, Joshua R., Garrett, Aaron, Sanyal, Jibonananda, Slattery, Bob, Gehl, Anthony, and Miller, William A. (2019) "Big Data Mining for Assessing Calibration of Building Energy Models." In International Journal of Computer & Software Engineering (IJCSE), volume 3, issue 136, Sept. 8, 2018. [PDF]

  92. Palko, Greg, Thompson, Woody, Terrell, Steven, New, Joshua R., and Dovel, E.W. (2018). "Audits 1. The Future of Option D." In Proceedings of Energy Exchange 2018, Cleveland, OH, Aug. 22, 2018. [PDF]

  93. Rose, Amy, Allen, Melissa, Omitaomu, Femi, Yuan, Jiangye, New, Joshua R., Branstetter, Marcia, Sylvester, Linda, Seals, Matthew, Carvalhaes, Thomaz, Kolosna, Carl, Adams, Mark, Bhandari, Mahabir, Shrestha, Som, and Berres, Anne (2018). "Development of an Urban Microclimate and Energy Planning Tool (Urban-MET)." LDRD Report: 105920, LDRD LOIS #7909, July 2018.

    94. Sanyal, Jibonananda, Allen, Melissa, and New, Joshua R. (2018). "Impact of Urban Weather on Energy Use." Smoky Mountain Computational Science and Engineering Conference (SMC) Data Challenge Reddit AMA. Gatlinburg, TN, May 14-June 30, 2018. [Challenge] [Reddit]

  94. Im, Piljae and New, Joshua R. (2018). "Updated OpenStudio (OS) Small Office Prototype Model." ORNL internal report ORNL/SPR-2018/885, June 2018, 20 pages.

  95. Nagpal, Shreshth, Hong, Tianzhen, Cox, Matt, and New, Joshua R. (Seminar Chair) (2018). "Seminar 16 - Urban-Scale Energy Modeling, Part 8." In Proceedings of the ASHRAE Conference, Houston, TX, June 23, 2018. [MIT] [LBNL] [GLG]

  96. New, Joshua R., Adams, Mark, Im, Piljae, Yang, Hsiuhan, Hambrick, Joshua, Copeland, William, Bruce, Lilian, Ingraham, James A. (2018). "Automatic Building Energy Model Creation (AutoBEM) for Urban-Scale Energy Modeling and Assessment of Value Propositions for Electric Utilities." In Proceedings of the International Conference on Energy Engineering and Smart Grids (ESG), Fitzwilliam College, University of Cambridge, Cambridge city, United Kingdom, June 25-26, 2018. [PPT]

    97. New, Joshua R. (2018). "Automatic building detection and Building Energy Model creation (AutoBEM): Reimagining BEM in a world with High Performance Computing, Big Data, Imagery, and Advanced Metering Infrastructure." Presented to the University of Cambridge. Cambridge, UK, June 20, 2018. [PPT]

  97. New, Joshua R. (2018). "Big Data Mining for Applied Energy Savings in Buildings." In Proceedings of the 5th International Conference on Big Data Analysis and Data Mining (BigData), Rome, Italy, June 20-21, 2018. [PDF] [PPT]

  98. New, Joshua R., Bhandari, Mahabir, Shrestha, Som, and Allen, Melissa. (2018). "Creating a Virtual Utility District: Assessing Quality and Building Energy Impacts of Microclimate Simulations." In Proceedings of the International Conference on Sustainable Energy and Environmental Sensing (SEES), Cambridge, UK, June 18-19, 2018. [PPT]

    99. Ingraham, James A. and New, Joshua R. (2018). "Virtual EPB." Presented to Building Technologies Office following the BTO Peer Review, 87 slides. Arlington, VA, May 3, 2018. [PPT]

  99. New, Joshua, Adams, Mark, Garrison, Eric, Yang, Hsiuhan, Omitaomu, Olufemi, Rose, Amy (2018). "Data Sources and Assumptions Underlying Virtual-EPB Analysis." ORNL internal report ORNL/TM-2018/841, March 2018, 23 pages.

  100. Malhotra, Mini, New, Joshua R., and Im, Piljae (2018). "Prototype Courthouse Building Energy Model: Building and System Characteristics." ORNL internal report ORNL/TM-2017/2, February 2018, 79 pages. [PDF]

  101. Im, Piljae and New, Joshua R. (2018). "Updated OpenStudio (OS) Medium Office Prototype Model." ORNL internal report ORNL/SPR-2018/783, February 2018, 20 pages.

    102. New, Joshua R. (2018). "Potential Impacts of Climate Change on the Built Environment and Urban Microclimates." Presented to Technical Committee 4.2 - Climatic Information. ASHRAE Winter Conference, 26 slides. Chicago, IL, January 23, 2018. [PPT]

  102. Leung, Luke, Phillips, Duncan, and New, Joshua R. (Seminar Chair) (2018). "Seminar 27 - Urban-Scale Energy Modeling, Part 7." In Proceedings of the ASHRAE Winter Conference, Chicago, IL, January 22, 2018. [RWDI] [SOM]

    103. 2017

  103. New, Joshua R., Hambrick, Joshua, and Copeland, William. (2017). "Assessment of Value Propositions for Virtual Utility Districts: Case Study for the Electric Power Board of Chattanooga, TN." ORNL internal report ORNL/TM-2017/512, December 2017, 25 pages.

  104. Shen, Bo, New, Joshua R., and Baxter, Van. (2017). "Air Source Integrated Heat Pump Simulation Model for EnergyPlus." In Journal of Energy and Buildings, volume 156, pp. 197-206, December 2017. [ENB] [PDF]

  105. New, Joshua R., Omitaomu, Olufemi, Yuan, Jiangye, Yang, Hsiuhan (Lexie), Carvalhaes, Thomaz, Sylvester, Linda, and Adams, Mark (2017). "AutoBEM: Automatic Detection and Creation of Individual Building Energy Models for Each Building in an Area of Interest." In Proceedings of the 2nd International Energy and Environment Summit, Dubai, UAE, November 18-20, 2017. [PDF] [PPT]

    106. New, Joshua R. (2017). "Automatic Building Energy Model Creation (AutoBEM) and a sampling of ORNL capabilities related to Artificial Intelligence and Buildings." Presented as part of the East Tennessee ASHRAE chapter meeting, Knoxville, TN, November 15, 2017. [PPT]

    New, Joshua R. (2017). "How to use DOE's Roof Savings Calculator." Presented as part of the Metal Building Manufacturers Association (MBMA) Energy Workshop, Atlanta, GA, November 1, 2017. [PPT]

    Kim, D., Cox S., Cho, H., and Im, P. (2017). "Performance Evaluation and Energy Savings Analysis of Variable Refrigerant Flow (VRF) Systems in U.S. Climate Locations." In Energy Reports, volume 3, pp. 85-93, November 2017. [Energy Reports]

  106. New, Joshua R., Kumar, Jitendra, Hoffman, Forrest (2017). "Potential Impacts of Climate Change on the Built Environment: ASHRAE Climate Zones, Building Codes, and National Energy Efficiency." In 3rd Annual Congress on Pollution and Global Warming, Atlanta, GA, October 16-18, 2017. [PDF] [PPT]

    107. New, Joshua R. (2017). "ORNL projects related to the Urban Dynamics Institute (UDI) and Automatic Building Energy Model creation (AutoBEM)." Presented as part of a multi-lab workshop at the Smart Cities Week, Washington, D.C., October 3, 2017. [PPT]

  107. Edwards, Richard E., New, Joshua R., Parker, Lynne E., Cui, Borui, and Dong, Jin (2017). "Constructing Large Scale Surrogate Models from Big Data and Artificial Intelligence." In Journal of Applied Energy, volume 202, pp. 685-699, September 2017. [Applied Energy] [PDF]

  108. Sun, Kaiyu, O'Neill, Zheng, Heo, Yeonsok, New, Joshua R. (2017). "Seminar - What's New in Building Energy Model Calibration." In Proceedings of the Building Simulation Conference, San Francisco, CA, August 6-8, 2017. [PPT]

    109. Adams, Mark B., Witte, Michael J. and Glazer, Jason (2017). "EnergyPlus IDF Workflows in a Future JSON World." Mini-workshop at the Building Simulation Conference, San Francisco, CA, August 6-8, 2017. [PPT]

    Kim, D., Cho, H., Im, P., and Cox, S. (2017). "Modeling and Calibration of a Variable Refrigerant Flow (VRF) System with a Dedicated Outdoor Air System (DOAS)." In Proceedings of the Building Simulation Conference, San Francisco, CA, August 6-8, 2017. [PDF] [Poster]

  109. Carvalhaes, Thomaz, Seals, Matthew, Allen, Melissa, New, Joshua, Omitaomu, Olufemi, and Yuan, Jiangye (2017). "Developing 3D Morphologies for Simulating Building Energy Demand in Urban Microclimates Part. 1." ORNL internal report ORNL/TM-2017/354, July 2017, 29 pages.

  110. New, Joshua R., Chen, Yixing, Choi, Joon-Ho, and Bass Abushakra (Seminar Chair) (2017). "Seminar 28 - Urban-Scale Energy Modeling, Part 5" presenting "Automatic Building Energy Model Creation (AutoBEM)." In Proceedings of the ASHRAE Annual Conference, Long Beach, CA, June 26, 2017. [ORNL] [LBNL] [USC]

  111. Muehleisen, Ralph, Crawley, Drury, and Joshua New (Seminar Chair) (2017). "Seminar 55 - Urban-Scale Energy Modeling, Part 6." In Proceedings of the ASHRAE Annual Conference, Long Beach, CA, June 28, 2017. [ANL] [Bentley]

    112. Pallin, Simon, Stockdale, Michaela, Boudreaux, Philip, Buechler, Elizabeth, and Carpenter, Jared (2017). "Effects of air leakage on buildings overall thermal resistances based on U.S. climate zones." In Proceedings of the 2017 ASHRAE Conference, Long Beach, CA, June 24-28, 2017.

  112. Bhandari, Mahabir, Shrestha, Som, New, Joshua R., and Allen, Melissa (2017). "Comparison of Microclimate Simulated Weather Data to ASHRAE Clear Sky Model and Measured Data." ORNL internal report ORNL/TM-2017/241, April 2017, 27 pages.

  113. Allen, Melissa, Rose, Amy, New, Joshua, Omitaomu, Femi, Yuan, Jiangye, and Branstetter, Marcia (2017). "Understanding the Relationships among City Microclimate, Morphology, and Energy Use." In Proceedings of the 2017 American Association of Geographers, Boston, MA, April 2017. [PDF] [PPT]

    114. New, Joshua R., Adams, Mark, Bhandari, Mahabir, Shrestha, Som, and Sanyal Jibonananda (2017). "Auto-generated Building Energy Models (AutoBEM) of Urban Morphologies and Analysis of Microclimate Interaction." Presented to the Urban Dynamics Institute Scientific Advisory Board, March 23, 2017. [Poster]

  114. Pallin, Simon, Boudreaux, Philip, Shrestha, Som, Adams, Mark, and New, Joshua R. (2017). "State-of-the-Art for Hygrothermal Simulation Tools." ORNL internal report ORNL/TM-2017/92, March 30, 2017, 22 pages.

    115. Ozmen, Ozgur, Nutaro, James, Sanyal, Jibonananda, Olama, Mohammed (2017). "Simulation-based Testing of Control Software." ORNL internal report ORNL/TM-2017/45, February 28, 2017, 27 pages. [PDF]

    Srivastava, Prateek, Khan, Yasin, Mathur, Jyotirmay and Bhandari, Mahabir (2017). "Analysis of Radiant Cooling System Integrated with Cooling Tower for Composite Climatic Conditions." In Proceedings of the Building Simulation Conference, San Francisco, CA, August 6-8, 2017.

    Mathur, Jyotirmay, Bhandari, Mahabir, Khan, Yasin (2017). "Energy-Saving Potential of a Radiant Cooling System in Different Climate Zones of India." In Journal of Science and technology for the Built Environment.

    Mathur, Jyotirmay, Bhandari, Mahabir, Kumar, Vivek, Khan, Yasin and Kumar, Prateek (2017). "Development of Heat Transfer Model for Ceiling Radiant Cooling Panel through Combined Experimental and Simulation Study." In Journal of ASHRAE Transaction, poster in Proceedings of the ASHRAE Winter Conference, Las Vegas, NV, January 1, 2017.

  115. Im, Piljae, Bhandari, Mahabir, and New, Joshua R. (2017). "Calibrated EnergyPlus Model of Flexible Research Platform (FRP) with Baseline RTU-VAV Reheat System." ORNL internal report ORNL/TM-2017/4, January 31, 2017, 22 pages.

  116. Im, Piljae and New, Joshua R. (2017). "Updated OpenStudio (OS) Large Office Prototype Model." ORNL internal report ORNL/TM-2017/1, January 31, 2017, 19 pages.

  117. Allen, Melissa, Bobker, Michael, Khan, Haider, Crawley, Drury, and Joshua New (Seminar Chair) (2017). "Seminar 55 - Urban-Scale Energy Modeling, Part 4." In Proceedings of the ASHRAE Winter Conference, Las Vegas, NV, January 31, 2017. [ORNL] [CUNY] [ICF] [Bentley]

  118. Hong, Tianzhen, Muehleisen, Ralph, Long, Nicholas, and Joshua New (Seminar Chair) (2017). "Seminar 43 - Urban-Scale Energy Modeling, Part 3." In Proceedings of the ASHRAE Winter Conference, Las Vegas, NV, January 31, 2017. [LBNL] [ANL] [NREL]

    119. Judkoff, Ron, Haves, Phil, Im, Piljae, and Muehleisen, Ralph. (2017). "Validation and Uncertainty Characterization for Energy Simulation." Presented to ASHRAE SSPC 140, January 30, 2017. [NREL] [LBL] [ORNL] [ANL]

    Buechler, Elizabeth, Pallin, Simon, Boudreaux, Philip, and Stockdale, Michaela (2017). "Probabilistic modeling of the indoor climates of residential buildings using EnergyPlus." In Journal of Building Physics.

    2016

  119. Adams, Mark, Shires, Preston, Burova, Ksenia and New, Joshua R. (2016). "EnergyPlus Refactoring and Performance Improvements." ORNL internal report ORNL/TM-2016/593, December 28, 2016, 15 pages.

  120. Im, Piljae, New, Joshua R., and Bhandari, Mahabir S. (2016). "MultiYear Plan for Validation of EnergyPlus Multi-Zone HVAC System using ORNL's Flexible Research Platform." ORNL internal report ORNL/TM-2016/286, October 20, 2016, 22 pages. [ORNL] [PDF]

    121. Adams, Mark, and Martin, Chris. (2016). "OpenStudio Refactor and Performance Improvements." ORNL internal report ORNL/TM-2016/342, October 4, 2016, 20 pages.

    New, Joshua R. (2016). "Autotune calibrates models to building use data." Oak Ridge, TN, August 26, 2016. [YouTube]

  121. Chaudhary, Gaurav, New, Joshua R., Sanyal, Jibonananda, Im, Piljae, O'Neill, Zheng, and Garg, Vishal (2016). "Evaluation of 'Autotune' Calibration Against Manual Calibration of Building Energy Models." In Journal of Applied Energy, volume 182, pp. 115-134, August 2016. [PDF]

    122. Ozmen, Ozgur, Nutaro, James, and Sanyal, Jibonananda. (2016). "Simulation-Based Testing of Control Software via Functional Mock-Up Unit Integration." In Proceedings of the North America Modelica Users' Group Conference, Troy, MI, September 29, 2016.

  122. Brown, Jason, Allen, Melissa, Scheer, David, and Joshua New (Seminar Chair) (2016). "Seminar 56 - Data Sources toward Urban-Scale Energy Modeling, Part 2." In Proceedings of the ASHRAE Annual Conference, St. Louis, MO, June 29, 2016. [GATech] [ORNL] [Autodesk]

    123. New, Joshua R. (2016). "How to Use the Roof Savings Calculator." Oak Ridge, TN, July 22, 2016. [YouTube]

  123. Cerezo, Carlos, Heo, Yeonsook, and Joshua New (Seminar Chair) (2016). "Seminar 39 - Data Sources toward Urban-Scale Energy Modeling, Part 1." In Proceedings of the ASHRAE Annual Conference, St. Louis, MO, June 28, 2016. [MIT] [UK]

  124. New, Joshua R. (2016). "Design of Experiments: Statistical Confidence with Fewer Simulations" presented as part of "Seminar 22 - Large-Scale Computing." In Proceedings of the ASHRAE Annual Conference, 25 slides, St. Louis, MO, June 27, 2016. [PPT]

    125. Bhandari, Mahabir, Im, Piljae, and New, Joshua R. (2016). "Validation and Uncertainty Characterization for Energy Simulation." Presented to ASHRAE Standing Standard Project Committee 140 (SSPC 140). St. Louis, MO, June 27, 2016. [PPT]

  125. Ozmen, Ozgur, Nutaro, James, and New, Joshua R. (2016). "Parallel Execution of Functional Mock-up Units in Buildings Modeling." ORNL internal report ORNL/TM-2016/173, June 15, 2016, 33 pages. [ORNL] [PDF]

    126. New, Joshua R. (2016). "Software Tools and Modeling for Building Energy Efficiency." Presented to the Polyisocyanurate Insulation Manufacturers Association (PIMA). Oak Ridge, TN, June 8, 2016. [PPT]

  126. Im, Piljae, New, Joshua R., and Bhandari, Mahabir S. (2016). "Validation Plan for EnergyPlus Multi-Zone HVAC System using ORNL's Flexible Research Platforms." ORNL internal report ORNL/TM-2016/101, June 1, 2016, 22 pages.

    127. New, Joshua R. (2016). Invited Speaker. "How to use DOE's Roof Savings Calculator." Presented at the International Radiant Insulation Manufacturers' Conference (I-RIM) pre-show event. Hollywood, FL, May 31, 2016. [PPT]

  127. Shen, Bo, Adams, Mark, and New, Joshua R. (2016). "EnergyPlus Air Source Integrated Heat Pump Model." ORNL internal report ORNL/TM-2016/141, April 7, 2016, 23 pages.

  128. New, Joshua R., Miller, William A., Huang, Yu (Joe), and Levinson, Ronnen. (2016). "Comparison of Software Models for Energy Savings from Cool Roofs" [Special issue]. In Journal of Energy and Buildings on Countermeasures to Urban Heat Island, volume 114, issue 0, pp. 130-135, February 2016. [ENB] [PDF]

    129. Rose, Amy, Allen, Melissa, Omitaomu, Olufemi, Yuan, Jiangye, New, Joshua R., Branstetter, Marcia, and Wilbanks, Thomas (2016). "Modeling Urban Energy Savings Scenarios using Earth System Microclimate and Urban Morphology." Poster presented to the Urban Dynamics Institute. Oak Ridge, TN, February 2, 2016. [Poster]

    Sanyal, Jibonanda and New, Joshua R. (2016). "Supercomputer Assisted Generation of Machine Learning Agents for the Calibration of Building Energy Models." Poster presented the Urban Dynamics Institute. Oak Ridge, TN, February 2, 2016. [Poster]

    New, Joshua R. (2016). "Validation using ORNL Flexible Research Platform 2." Presented to ASHRAE Standing Standard Project Committee 140 (SSPC 140). Orlando, FL, January 25, 2016. [PPT]

  129. Garrett, Aaron and New, Joshua R. (2016). "Suitability of ASHRAE Guideline 14 Metrics for Calibration." Technical paper OR-16-037. In Proceedings of the ASHRAE Winter Conference and ASHRAE Transactions 2016, volume 122, part 1, pp. 469-477, Orlando, FL, January 23-27, 2016. [PDF] [PPT]

  130. New, Joshua R. (2016). "Autotune Calibration and Trinity Test Evaluation" presented as part of "Seminar 59 - Simulation Calibration Methods: Which Should I Choose?" In Proceedings of the ASHRAE Winter Conference, 21 slides, Orlando, FL, January 27, 2016. [PPT]

    131. 2015

    Allen, Melissa, Rose, Amy, Branstetter, Marcia, Yuan, Jiangye, New, Joshua R., Omitaomu, Olufemi, and Wilbanks, Thomas (2015). "Modeling Urban Energy Savings Scenarios using Earth System Microclimate and Urban Morphology." Presented for the American Geophysical Union, 14 slides. San Francisco, CA, December 14-18, 2015. [PPT]

  131. Sanyal, Jibonananda, New, Joshua R., Nutaro, James, and Kuruganti, Teja (2015). "The Modbus Definition Language Specification: A First Step Towards Device Interoperability." In Proceedings of the Building Simulation 2015 Conference, Hyderabad, India, December 7-9, 2015. [IBPSA] [PDF] [PPT]

  132. Huang, Yu (Joe), New, Joshua R., Miller, William A., and Levinson, Ronnen (2015). "A Web-Based Simulation Tool on The Performance of Different Roofing Systems." In Proceedings of the Building Simulation 2015 Conference, Hyderabad, India, December 7-9, 2015. [IBPSA] [PDF] [PPT]

    133. New, Joshua R. (2015). "Lab-Corps Projects Bridge Tech to Market - Tunation." Oak Ridge, TN, December 3, 2015. [YouTube]

    New, Joshua R. (2015). "Software vs. Reality - Bridging the Gap." Invited Speaker. Presented for the IBPSA-North Texas Chapter, 32 slides, webinar. Oak Ridge, TN, October 28, 2015. [PPT]

    New, Joshua R. (2015). "DOE's Roof Savings Calculator." Invited Keynote Speaker. Presented at the Radiant Insulation Manufacturer's Association International (RIMA-I), 47 slides. Tampa Bay, FL, October 24, 2015. [PPT]

  133. Yuan, Jiangye, New, Joshua R., Sanyal, Jibonananda, and Omitaomu, Olufemi (2015). "Urban Search Data Sources." ORNL internal report ORNL/TM-2015/397, July 31, 2015, 70 pages.

    134. New, Joshua R. (2015). "Autotune Calibration and Uncertainty Quantification." Presented at the International Building Performance Simulation Association (IBPSA-USA) Summer Meeting, 37 slides. Atlanta, GA, June 28, 2015. [PPT]

    New, Joshua R. (2015). "DOE's Roof Savings Calculator." Presented at the EVEREST Visualization Room for the EPDM Roofing Association, 51 slides. Oak Ridge, TN, April 29, 2015. [PPT]

  134. Garrett, Aaron and New, Joshua R. (2015). "Scalable Tuning of Building Energy Models to Hourly Data." In Journal of Energy, volume 84, pp. 493-502, April 2015. [Energy] [PDF]

    135. New, Joshua R. (2015). "Data Analytics and Modeling for Building Energy Efficiency." Presented at the Maxlab Visualization Room for David Danielson, Joyce Yang, Roland Risser, and Mark Johnson, 19 slides. Oak Ridge, TN, April 8, 2015. [PPT]

  135. Stone, Jackson, Sanyal, Jibonananda, Castello, Charles, and New, Joshua R. (2015). "Gamification: A New Approach to Data Analysis" In Proceedings of the Modeling and Simulation (MODSIM) World 2015 Conference, Virginia Beach, VA, March 30-April 2, 2015. [PDF] [PPT]

    136. New, Joshua R. (2015). "ORNL Flexible Research Platforms." Presented at the Workshop for Empirical Validation of Whole Building Energy Simulation Programs, 41 slides. Chicago, IL, January 28, 2015. [PPT]

  136. New, Joshua R. (2015). "Autotune Calibration" presented as part of "Seminar 55 - Simulation Calibration." In Proceedings of the ASHRAE Winter Conference, 22 slides. Chicago, IL, January 28, 2015. [PPT]

    137. New, Joshua R. (2015). "Visualization and Software Simulations for Actualized Energy Savings." Presented at ASHRAE Local Chapter Meeting, 62 slides. Knoxville, TN, January 21, 2015. [PPT]

    2014

  137. Garrett, Aaron and New, Joshua R. (2014). "A Scientific Study of Automated Calibration applied to DOE Commercial Reference Buildings." ORNL internal report ORNL/TM-2014/709, automated/completely-reproducible report, December 31, 2014, 114 pages.

  138. Gehl, Anthony C., Munk, Jeffrey D., Jackson, Roderick K., Boudreaux, Philip R., Miller, William A., and New, Joshua R. (2014). "Final Review of the Campbell Creek Demonstrations showcased by the Tennessee Valley Authority." ORNL internal report ORNL/TM-2014/666, December 31, 2014, 42 pages. [ORNL] [PDF]

    139. New, Joshua R. (2014). "Autotune." Presented at Consortium for Building Energy Innovation's 2nd Annual Building Energy Informatics Summit, 29 slides. Philadelphia, PA, December 19, 2014. [PPT]

    New, Joshua R. (2014). "Simulation-informed Optimization and Techniques for Big Data Mining." Presented at Urban Dynamics Institute Seminar Series, 60 slides, Oak Ridge, TN, November 17, 2014. [PPT]

  139. Miller, William A., Shrestha, Som, Gu, Lixing, and New, Joshua R. (2014). "A Comparison of Simulation Capabilities for Ducts." ORNL internal letter report ORNL/LTR-2014/283, November 24, 2014, 54 pages. [ORNL] [PDF]

    140. New, Joshua R. (2014). "Autotune Building Models: Calibration, Simulation Data, and Data Mining." Presented at Data Science Seminar Series, 67 slides. Oak Ridge, TN, October 23, 2014. [PPT]

  140. New, Joshua R., Miller, William A., Huang, Yu (Joe), and Levinson, Ronnen. (2014). "Comparison of Software Models for Energy Savings from Cool Roofs." In Proceedings of the 3rd International Conference on Countermeasures to Urban Heat Island (IC2UHI), Venice, Italy, October 13-15, 2014. [PDF] [PPT]

  141. Sanyal, Jibonananda and New, Joshua R. (2014). "Building Simulation Modelers - Are We Big Data Ready?" In Proceedings of the ASHRAE/IBPSA-USA Building Simulation Conference, pp. 449-456, Atlanta, GA, September 10-12, 2014. [ASHRAE] [PDF] [PPT]

  142. Ostrouchov, George, New, Joshua R., Sanyal, Jibonananda, and Patel, Pragnesh (2014). "Uncertainty Analysis of a Heavily Instrumented Building at Different Scales of Simulation." In Proceedings of the 3rd International High Performance Buildings Conference, Purdue, West Lafayette, IN, July 14-17, 2014. [PDF] [PPT]

  143. New, Joshua R. and Sanyal, Jibonananda. (2014). "Supercomputers (Titan!), Big Data Analytics, and Energy Efficient Robo-Homes." In Codestock, 77 slides. Knoxville, TN, July 11-12, 2014. [PPT]

    144. Kumar, Jitendra, Hoffman, Forrest M., New, Joshua R., and Sanyal, Jibonananda (2014). "Reimagining Climate Zones for Energy Efficient Building Codes." Presented to Technical Committee 4.2 - Climatic Information, Research subcommittee. ASHRAE Annual Conference 2014, 25 slides. Seattle, WA, June 28-July 2, 2014. [PPT]

  144. Castello, Charles C., Sanyal, Jibonananda, Rossiter, Jeffrey S., Hensley, Zachary P., and New, Joshua R. (2014). "Sensor Data Management, Validation, Correction, and Provenance for Building Technologies." Technical paper TRNS-00223-2013.R1. In Proceedings of the ASHRAE Annual Conference and ASHRAE Transactions 2014, Seattle, WA, June 28-July 2, 2014. [PDF] [PPT]

  145. New, Joshua R., Levinson, Ronnen, Huang, Yu (Joe), Sanyal, Jibonananda, Miller, William A., Childs, Kenneth W., and Kriner, Scott (2013). "In-Depth Analysis of Simulation Engine Codes for Comparison with DOE's Roof Savings Calculator and Measured Data." ORNL internal report ORNL/TM-2014/218, June 27, 2014, 69 pages. [ORNL] [PDF]

    146. New, Joshua R. (2014). "Roof Savings Calculator and Autotune." Presented two posters as part of ORNL's Software Expo. Oak Ridge, TN, May 7, 2014.

    New, Joshua R. (2014). Invited Speaker. "Software vs. Reality - Bridging the Gap." Building Technologies Research and Integration Center Science Research Seminar Series, ORNL internal presentation 49608, 93 slides. Oak Ridge, TN, May 2, 2014.

  146. Sanyal, Jibonananda, New, Joshua R., Edwards, Richard E., and Parker, Lynne E. (2014). "Calibrating Building Energy Models Using Supercomputer Trained Machine Learning Agents." In Journal on Concurrency and Computation: Practice and Experience, volume 26, issue 13, pp. 2122-2133, September 10, 2014. [CCPE] [PDF]

  147. Sanyal, Jibonananda and New, Joshua R. (2013). "Oak Ridge Institutional Cluster Autotune Test Drive Report." ORNL internal report ORNL/TM-2014/46, February 17, 2014, 6 pages.

  148. Mellot, Joe, New, Joshua R., and Sanyal, Jibonananda. (2014). "Cool Roofing: Analysis of Energy Consumption for Cool Roofing." In Western Roofing - Insulation and Siding, issue January/February, volume 37, number 1, pp. 50-56, February, 2014. [PDF]

    149. New, Joshua R. (2014). Invited Speaker. "DOE's Roof Savings Calculator." Metal Construction Association's (MCA) MetalCon Roofing Council, Clearwater Beach, FL, January 27, 2014. [PPT]

  149. New, Joshua R., Bhaduri, Budhendra L., Ott, Ron, and Roth, Stephen B. (2014). "Seminar 9 - Emerging Technologies in the Built Environment: Geographic Information Science (GIS), 3D Printing, and Additive Manufacturing." In Proceedings of the ASHRAE Winter Conference, New York, NY, January 19, 2014. [PPT] [PPT]

    150. 2013

  150. Hensley, Zachary P., Sanyal, Jibonananda, and New, Joshua R. (2013). "Provenance in Sensor Data Management: A Cohesive, Independent Solution for Bringing Provenance to Scientific Research." In Communications of the ACM, volume 57, issue 2, pp. 55-62, December 2013 and ACM Queue, volume 11, issue 12, pp. 1-14, December 2013. Video featured in the ACM Digital Library. [ACM] [Queue] [PDF]

  151. Edwards, Richard E., Zhang, Hao, New, Joshua R., and Parker, Lynne E. (2013). "Approximate l-fold Cross-Validation with Least Squares SVM and Kernel Ridge Regression." In Proceedings of the IEEE 12th International Conference on Machine Learning and Applications (ICMLA13), Miami, FL, December 4-7, 2013. [PDF] [PPT] [PPT]

  152. Smith, Matt K., Castello, Charles C., and New, Joshua R. (2013). "Machine Learning Techniques Applied to Sensor Data Correction in Building Technologies." In Proceedings of the IEEE 12th International Conference on Machine Learning and Applications (ICMLA13), Miami, FL, December 4-7, 2013. [PDF] [Poster]

  153. Castello, Charles C., New, Joshua R., and Smith, Matt K. (2013). "Autonomous Correction of Sensor Data Applied to Building Technologies Using Filtering Methods." In Proceedings of the IEEE Global Conference on Signal and Information Processing (GlobalSIP), Austin, TX, December 3-5, 2013. [PDF] [Poster]

  154. New, Joshua R., Huang, Yu (Joe), Levinson, Ronnen, Sanyal, Jibonananda, Miller, William A., and Childs, Kenneth W. (2013). "Analysis of DOE's Roof Savings Calculator with Comparison to other Simulation Engines." ORNL internal report ORNL/TM-2013/501, November 1, 2013, 63 pages. [ORNL] [PDF]

    155. New, Joshua R. (2013). Invited Speaker. "Science Behind ORNL's Building Technology Research Integration Center (BTRIC)." Roof Coating Manufacturer's Association, Oak Ridge, TN, October 8, 2013. [PPT]

  155. Mellot, Joseph W., New, Joshua R., and Sanyal, Jibonananda. (2013). "Preliminary Analysis of Energy Consumption for Cool Roofing Measures." In RCI Interface Technical Journal, volume 31, issue 9, pp. 25-36, October, 2013. [RCI] [PDF]

  156. Edwards, Richard E., New, Joshua R., and Parker, Lynne E. (2013). "Estimating Building Simulation Parameters via Bayesian Structure Learning." In Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications (BigMine13), part of the 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2013), Chicago, IL, August 11, 2013. [PDF] [Poster]

  157. Hensley, Zachary, Sanyal, Jibonananda, and New, Joshua R. (2013). "ProvDMS -- A Provenance Data Management System for Sensor Data." Presented as part of the Science Undergraduate Laboratory Internships (SULI) program, August 8, 2013. [OSTI] [PDF] [Poster]

  158. Ranjan, Niloo, Sanyal, Jibonananda, and New, Joshua R. (2013). "In-Situ Statistical Analysis of Autotune Simulation Data using Graphical Processing Units." Presented as part of the Science Undergraduate Laboratory Internships (SULI) program, August 8, 2013. [PDF] [Poster]

  159. Smith, Matt K., Castello, Charles C., and New, Joshua R. (2013). "Sensor Validation with Machine Learning." Presented as part of the Science Undergraduate Laboratory Internships (SULI) program, July 29, 2013. [PDF] [Poster]

  160. Sanyal, Jibonananda, New, Joshua R., and Edwards, Richard E. (2013). "Supercomputer Assisted Generation of Machine Learning Agents for the Calibration of Building Energy Models." In Proceedings of the Extreme Science and Engineering Discovery Environment (XSEDE13) Conference and selected to be featured in Lightning Talks, San Diego, CA, July 22-25, 2013. [PDF] [PPT] [Poster]

  161. Sanyal, Jibonananda, New, Joshua R., and Edwards, Richard E. (2013). "Calibration of Building Energy Models: Supercomputing, Big-Data and Machine-Learning." In Proceedings of the ORNL Postdoc Symposium. Oak Ridge, TN, July 19, 2013. [PDF]

  162. Garrett, Aaron, New, Joshua R., and Chandler, Theodore (2013). "Evolutionary Tuning of Building Models to Monthly Electrical Consumption." Technical paper DE-13-008. In Proceedings of the ASHRAE Annual Conference and ASHRAE Transactions 2013, volume 119, part 2, pp. 89-100, Denver, CO, June 22-26, 2013. [PDF] [PPT]

  163. Edwards, Richard E. (2013). "Automating Large-Scale Simulation Calibration to Real-World Sensor Data." Doctoral Committee: Lynne E. Parker (advisor), Joshua R. New, Michael Berry, Hamparsum Bozdogan, and Husheng Li. A Dissertation presented for the Doctor of Philosophy Degree in Archives of The University of Tennessee, Knoxville, TN, March 13, 2013. [PDF] [PPT]

  164. Edwards, Richard E., Parker, Lynne E., and New, Joshua R. (2013). "MLSuite Software Transfer Document." ORNL internal report ORNL/TM-2013/131, May 8, 2013, 36 pages. [PPT]

  165. Sanyal, Jibonananda and New, Joshua R. (2013). "Simulation and Big Data Challenges in Tuning Building Energy Models." In Proceedings of the IEEE Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES), Berkeley, CA, May 20, 2013. Republished in IEEE Xplore October, 2013. [IEEE] [PDF] [PPT]

  166. Mellot, Joseph W., Sanyal, Jibonananda, and New, Joshua R. (2013). "Preliminary Analysis of Energy Consumption for Cool Roofing Measures." Presented at the International Reflective Roofing Symposium, the American Coating Association's (ACA) conference, and in Proceedings of the ACA's Coating Regulations and Analytical Methods Conference, Pittsburgh, PA, May 14-15, 2013. [PDF] [PPT]

    167. New, Joshua R. (2013). "Autotune Building Energy Models." DOE Building Technology Office (BTO) Peer Review, Washington DC, April 2, 2013. [BTO] [PPT]

  167. Garrett, Aaron and New, Joshua R. (2013). "Trinity Test: Effectiveness of Automatic Tuning for Commercial Building Models." ORNL internal report ORNL/TM-2013/130, March 7, 2013, 24 pages.

    168. 2012

  168. Castello, Charles C. and New, Joshua R. (2012). "Autonomous Correction of Sensor Data Applied to Building Technologies Utilizing Statistical Processing Methods." In Proceedings of the 2nd Energy Informatics Conference, Atlanta, GA, Oct. 6, 2012. [AIS] [PDF] [PPT]

  169. Jones, Chad, New, Joshua R., Sanyal, Jibonananda, and Ma, Kwan-Liu (2012). "Visual Analytics for Roof Savings Calculator Ensembles." In Proceedings of the 2nd Energy Informatics Conference, Atlanta, GA, Oct. 6, 2012. [AIS] [PDF] [PPT]

  170. Edwards, Richard E., New, Joshua R., and Parker, Lynne E. (2012). "MLSuite - FY2012 Final Report." ORNL internal report ORNL/TM-2013/385, October 2012, 68 pages.

  171. Edwards, Richard E., Zhang, Hao, Parker, Lynne E. and New, Joshua R. (2012). "Approximate l-fold Cross-Validation with Least Squares SVM and Kernel Ridge Regression." ORNL internal report ORNL/TM-2012/419, August 2012, 9 pages.

  172. Al-Wadei, Yusof H., New, Joshua R., and Sanyal, Jibonananda (2012). "Interactive Web Design through Survey and Adoption of Modern Web-Technologies." Presented as part of the Science Undergraduate Laboratory Internships (SULI) program, August 2012. [PDF] [Poster]

  173. New, Joshua R., Sanyal, Jibonananda, Bhandari, Mahabir S., Shrestha, Som S. (2012). "Autotune EnergyPlus Building Energy Models." In Proceedings of the 5th National SimBuild of IBPSA-USA, International Building Performance Simulation Association (IBPSA), August 1-3, 2012. [PDF] [PPT]

  174. Sanyal, Jibonananda, Al-Wadei, Yusof H., Bhandari, Mahabir S., Shrestha, Som S., Karpay, Buzz, Garret, Aaron L., Edwards, Richard E., Parker, Lynne E., and New, Joshua R. (2012). "Autotune: Building Energy Model Calibration using EnergyPlus, Machine Learning, and Supercomputing." In Proceedings of the 5th National SimBuild of IBPSA-USA, International Building Performance Simulation Association (IBPSA), August 1-3, 2012. [Poster]

  175. Boudreaux, Philip R., Gehl, Anthony C., New, Joshua R., and Christian, Jeffrey E. (2012). "Campbell Creek Energy Efficient Homes Project: Summer 2011 Performance Report." ORNL internal report ORNL/TM-2012/51, July 2012, 49 pages.

  176. Omitaomu, Olufemi A., Bhaduri, Budhendra L., Kodysh, Jeffrey B., Kramer, Ian S., Lapsa, Melissa V., New, Joshua R., Matheson, Michael A., and Shankar, Mallikarjun (2011). "LDRD Report: Citizen Engagement for Energy Efficient Communities (CoNNECT)." ORNL internal report LDRD LOIS #05971, July 2012.

  177. Bhandari, Mahabir S., Shrestha, Som S., and New, Joshua R. (2012). "Evaluation of Weather Data for Building Energy Simulations." In Journal of Energy and Buildings, volume 49, issue 0, pp. 109-118, June 2012. [ENB] [PDF]

  178. Edwards, Richard E., New, Joshua R., and Parker, Lynne E. (2012). "Predicting Future Hourly Residential Electrical Consumption: A Machine Learning Case Study." In Journal of Energy and Buildings, volume 49, issue 0, pp. 591-603, June 2012. [ENB] [PDF]

  179. Malhotra, Mini, MacDonald, Michael, Accawi, Gina K., New, Joshua R., and Im, Piljae (2012). "National Energy Audit Tool for Multifamily Buildings - Development Plan." ORNL internal report ORNL/TM-2010/328, March 2012, 88 pages. [ORNL] [PDF]

  180. Garrett, Aaron and New, Joshua R. (2012). "An Evolutionary Approach to Parameter Tuning of Building Models (Experiments 1-17)." ORNL internal report ORNL/TM-2012/418, April 2012, 68 pages.

    181. 2011

  181. Edwards, Richard E., New, Joshua R., and Parker, Lynne E. (2011). "Sensor-based Building Energy Modeling." ORNL internal report ORNL/TM-2011/328, September 2011, 79 pages.

  182. Cheng, Mengdawn, Miller, William (Bill), New, Joshua R., and Berdahl, Paul (2011). "Understanding the Long-Term Effects of Environmental Exposure on Roof Reflectance in California." In Journal of Construction and Building Materials, volume 26, issue 1, pp. 516-26, August 2011. [CBM] [PDF]

  183. New, Joshua R., Jones, Chad, Miller, William A., Desjarlais, Andre, Huang, Yu Joe, and Erdem, Ender (2011). "Poster: Roof Savings Calculator." In Proceedings of the International Conference on Advances in Cool Roof Research, Berkeley, CA, July 2011. [PDF]

  184. New, Joshua R., Miller, William (Bill), Desjarlais, A., Huang, Yu Joe, and Erdem, E. (2011). "Development of a Roof Savings Calculator." In Proceedings of the RCI 26th International Convention and Trade Show, Reno, NV, April 2011. [PDF] [PPT]

    185. 2010

  185. Boudreaux, Philip R., Gehl, Anthony C., Dockery, R., New, Joshua R., and Christian, Jeffrey E. (2010). "Tennessee Valley Authority's Campbell Creek Energy Efficient Homes Project: 2010 First Year Performance Report July 1, 2009 - August 31, 2010." ORNL internal report ORNL/TM-2010/206, November 2010, 165 pages. [PDF]

  186. Miller, William A., New, Joshua R., Desjarlais, Andre O., Huang, Yu (Joe), Erdem, Ender, and Levinson, Ronnen (2010). "Task 2.5.4 - Development of an Energy Savings Calculator." California Energy Commissions (CEC) PIER Project, ORNL internal report ORNL/TM-2010/111, March 2010, 32 pages.

  187. Miller, William A., Cheng, Mengdawn, New, Joshua R., Levinson, Ronnen, Akbari, Hashem, and Berdahl, Paul (2010). "Task 2.5.5 - Natural Exposure Testing in California." California Energy Commissions (CEC) PIER Project, ORNL internal report ORNL/TM-2010/112, March 2010, 56 pages.

    188. 2005-2009 (PhD)

  188. New, Joshua R. (2009). PhD thesis: "Visual Analytics for Relationships in Scientific Data" In Archives of the UTK Library, Knoxville, TN. [PDF] [deliverables]

  189. New, Joshua R., Kendall, Wesley, Huang, Jian, and Chesler, Elissa (2008). "Dynamic Visualization of Co-expression in Systems Genetics Data" In Journal of IEEE Transactions on Visualization and Computer Graphics (TVCG), volume 14, issue 5, pp. 1081-94, 2008. [TVCG] [PDF]

  190. Jian Huang and Markus Glatter and Wesley Kendall and Brandon Langley and Joshua New and Roberto Sisneros and Forrest Hoffman and David Erickson (2008). "Time-Varying Multivariate Visualization for Understanding the Climate Science of the Terrestrial Biosphere." In Proceedings of the 13th Annual Community Climate System Model Workshop, Breckenridge, Colorado, June 2008. [PDF]

  191. New, Joshua R. (2008). "SeeGraph: A Visual Analytics System for Correlation Data." In Proceedings of the 2nd annual Gaggle Workshop, Institute for Systems Biology, Seattle, WA. [PPT]

    192. New, Joshua R. (2007). "SeeShader: A System for General Purpose Computation on the GPU." Presented as part of a special edition of the UTK Computer Graphics Course, Knoxville, TN.

    New, Joshua R. (2006). "SeeBrain: A System for Comparative Visualization of Brain Nerve Fiber Tracts." Presented as the East Tennessee chapter of the Association for Computing Machinery (ACM), Knoxville, TN.

    New, Joshua R. (2006). "Fiber Renderer: A System for Visualizing Queries of DT-MRI tracts." Presented at the Vanderbilt University's Institute of Imaging Science, Nashville, TN.

    New, Joshua R. (2005). "SeeGraph: A System for Visualizing Weighted-Edge Graphs." Presented at the Oak Ridge National Laboratory, Oak Ridge, TN.

    2001-2004 (MS)

  192. New, Joshua R. (2004). Master's Thesis: "An Advanced User Interface for Pattern Recognition in Medical Imagery: Interactive Learning, Contextual Zooming, and Gesture Recognition." In Archives of the JSU and MCIS Libraries, Jacksonville, AL. [PDF] [PPT] [deliverables]

  193. New, Joshua R., Hasanbelliu, E., and Aguilar, M. (2004). "Med-LIFE: A Diagnostic Aid for Medical Imagery." In Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, Las Vegas, Nevada. [PDF]

  194. New, Joshua R. (2004). "Heterogeneous ARTMAPs for Image Segmentation." In Proceedings of the JSU Graduate Research Colloquium, Jacksonville, AL. [PDF] [PPT]

  195. New, Joshua R. (2004). "A Method for Temporal Hand Gesture Recognition." In MCIS Technical Report, Jacksonville, AL. [PDF] [PPT]

  196. Aguilar, M., New, Joshua R., and Hasanbelliu, E. (2003). "Advances in the Use of Neurophysiologically-based Fusion for Visualization and Pattern Recognition of Medical Imagery." In Proceedings of the 6th International Conf. on Information Fusion, Cairns, Australia. [PDF] [PPT]

  197. New, Joshua R. and Aguilar, M. (2003). "The Sword: A Role Playing Game for Demonstrating Computer Graphics Techniques." In Proceedings of the JSU Graduate Research Symposium, Jacksonville, AL. [PPT]

  198. New, Joshua R. and Aguilar, M. (2003). "Pliable Display Technology: Contextual Zoom as a Learning System Interface." In Proceedings of the JSU Graduate Research Symposium, Jacksonville, AL. [PPT]

  199. New, Joshua R., Hasanbelliu, E., and Aguilar, M. (2003). "Facilitating User Interaction with Complex Systems via Hand Gesture Recognition." In Proceedings of the 2003 ACM Southeast Conference, Savannah, GA. [PDF] [PPT]

  200. New, Joshua R. (2002). "A Method for Hand Gesture Recognition." Best Paper Award. In Proceedings of the ACM Mid-Southeast Fall Conference, Gatlinburg, TN. [PDF] [PPT]

  201. Aguilar, M. and New, Joshua R. (2002). "Fusion of Multi-Modality Volumetric Medical Imagery." In Proceedings of the Fifth International Conference on Information Fusion, Annapolis, MD. [PDF] [PPT]

  202. New, Joshua R. and Hasanbelliu, E. (2002). "Med-LIFE: A System for Medical Imagery Exploration." In Proceedings of the JSU Graduate Research Colloquium, Jacksonville, AL. [PDF] [PPT]

    203. 1999

  203. New, Joshua R. (1999). "Sonoluminescence." In Proceedings of the College of Arts and Sciences 3rd Annual Undergraduate Research Symposium, Jacksonville State University, Jacksonville, AL.


Graduate School Projects:

UTK:

SeeGraph - 3D Spring-Embedded Graph Visualization and Analytics [ppt]

SeeKaryo - a small horizontal and vertical line rasterizer to draw karyotypes from genomic data [zip]

SeeShader - Small API for dynamic loading of shaders with GLUT framework [ppt] [tar.gz] [zip]

SeeBrain - Interactive, GPU-Accelerated Visual Querying of Diffusion-Tensor MRI [ppt]

JSU:

Med-LIFE - Diagnostic aid for the Learning, Image Fusion, and Exploration of Medical imagery

Medical Imagery Fusion and Exploration - Neurophysiologically-based, multi-modal image fusion and 3D reconstruction

Gesture Recognition - Spatial and temporal recognition of hand gestures for interactive 3D manipulation











        
newjr@ornl.gov Suggestions or Collaboration?

Visitors since Sept. 4, 2005:
SeeLab, Computer Science Department
The University of Tennessee
Knoxville, TN 37966
Phone: (865) 974-5400
Fax: (865) 974-4404