Mark B Adams R&D Staff Contact adamsmb@ornl.gov | 865.574.7687 All Publications Curifactory: A research experiment manager... Final Report on an Advanced Techno-Economic Modeling Tool for Geothermal Heat Pump Applications in Residential and Commercial Buildings How close are urban scale building simulations to measured data? Examining bias derived from building metadata in urban build... Development of a web-based screening tool for ground source heat pump applications Design of a Scientific Data Analysis Support Platform... A Data-Driven Approach to Nation-Scale Building Energy Modeling... Enabling Computation on Sensitive Data in International Safeguards with Privacy-Preserving Encryption Techniques... Preprocessing for Unintended Conducted Emissions Classification with ResNet... Quantifying the Impact of New Data Streams and Methods using a Mission-Relevant Framework... Considerations for using Privacy Preserving Machine Learning Techniques for Safeguards... Urban-scale Energy Modeling: Scaling Beyond Tax Assessor Data... FY20 Third Milestone Report for Advanced Techno-Economic Modeling for Geothermal Heat Pump Applications in Residential, Comm... Impacts of the morphology of new neighborhoods on microclimate and building energy... Machine Learning Approaches for Nuclear Material Accounting Data from Irradiation and Reprocessing... Nailing the Peak: City-Scale, Building-Specific Load Factor and Contribution to a Utility’s Hour of Critical Generation... Transformative Data Analytics Capabilities for Nuclear Forensics and Safeguards Accuracy of a Crude Approach to Urban Multi-Scale Building Energy Models Compared to 15-min Electricity Use... EnergyPlus Interior Radiant Heat Exchange Runtime Performance Improvements... Development of a Supermarket Prototype Building Model... EnergyPlus Performance Improvements via JSON Input Refactoring... Automatic Building Energy Model Creation (AutoBEM) for Urban-Scale Energy Modeling and Assessment of Value Propositions for E... What's New in Building Energy Model Calibration... Refrigeration Modeling Components in OpenStudio... Key Links ORCID