Forecasting energy consumption of multi-family residential buildings using support vector regression: Investigating the impact of temporal and spatial monitoring granularity on … RK Jain, KM Smith, PJ Culligan, JE Taylor Applied Energy 123, 168-178, 2014 | 675 | 2014 |
Assessing eco-feedback interface usage and design to drive energy efficiency in buildings RK Jain, JE Taylor, G Peschiera Energy and buildings 48, 8-17, 2012 | 235 | 2012 |
Data-driven Urban Energy Simulation (DUE-S): A framework for integrating engineering simulation and machine learning methods in a multi-scale urban energy modeling workflow A Nutkiewicz, Z Yang, RK Jain Applied energy 225, 1176-1189, 2018 | 189 | 2018 |
Can social influence drive energy savings? Detecting the impact of social influence on the energy consumption behavior of networked users exposed to normative eco-feedback RK Jain, R Gulbinas, JE Taylor, PJ Culligan Energy and buildings 66, 119-127, 2013 | 156 | 2013 |
Investigating the impact eco-feedback information representation has on building occupant energy consumption behavior and savings RK Jain, JE Taylor, PJ Culligan Energy and Buildings 64, 408-414, 2013 | 142 | 2013 |
Simulation-aided occupant-centric building design: A critical review of tools, methods, and applications E Azar, W O'Brien, S Carlucci, T Hong, A Sonta, J Kim, MS Andargie, ... Energy and Buildings 224, 110292, 2020 | 102 | 2020 |
Data-driven planning of distributed energy resources amidst socio-technical complexities RK Jain, J Qin, R Rajagopal Nature Energy 2 (8), 1-11, 2017 | 102 | 2017 |
Modeling the determinants of large-scale building water use: Implications for data-driven urban sustainability policy CE Kontokosta, RK Jain Sustainable Cities and Society 18, 44-55, 2015 | 91 | 2015 |
DUE-B: Data-driven urban energy benchmarking of buildings using recursive partitioning and stochastic frontier analysis Z Yang, J Roth, RK Jain Energy and Buildings 163, 58-69, 2018 | 90 | 2018 |
SynCity: Using open data to create a synthetic city of hourly building energy estimates by integrating data-driven and physics-based methods J Roth, A Martin, C Miller, RK Jain Applied Energy 280, 115981, 2020 | 78 | 2020 |
BizWatts: A modular socio-technical energy management system for empowering commercial building occupants to conserve energy R Gulbinas, RK Jain, JE Taylor Applied Energy 136, 1076-1084, 2014 | 67 | 2014 |
Energy modeling of urban informal settlement redevelopment: Exploring design parameters for optimal thermal comfort in Dharavi, Mumbai, India A Nutkiewicz, RK Jain, R Bardhan Applied Energy 231, 433-445, 2018 | 61 | 2018 |
A global building occupant behavior database B Dong, Y Liu, W Mu, Z Jiang, P Pandey, T Hong, B Olesen, T Lawrence, ... Scientific data 9 (1), 369, 2022 | 52 | 2022 |
A review of occupant energy feedback research: Opportunities for methodological fusion at the intersection of experimentation, analytics, surveys and simulation A Khosrowpour, RK Jain, JE Taylor, G Peschiera, J Chen, R Gulbinas Applied Energy 218, 304-316, 2018 | 51 | 2018 |
A rare case of chromoblastomycosis in a renal transplant recipient caused by a non-sporulating species of Rhytidhysteron A Chowdhary, J Guarro, HS Randhawa, J Gené, J Cano, RK Jain, ... Medical Mycology 46 (2), 163-166, 2008 | 50 | 2008 |
Examining the feasibility of using open data to benchmark building energy usage in cities: A data science and policy perspective J Roth, B Lim, RK Jain, D Grueneich Energy Policy 139, 111327, 2020 | 49 | 2020 |
Big Data+ Big Cities: Graph Signals of Urban Air Pollution [Exploratory SP] RK Jain, JMF Moura, CE Kontokosta Signal Processing Magazine, IEEE 31 (5), 130-136, 2014 | 47 | 2014 |
Towards data-driven energy consumption forecasting of multi-family residential buildings: feature selection via the lasso RK Jain, T Damoulas, CE Kontokosta Computing in Civil and Building Engineering (2014), 1675-1682, 2014 | 47 | 2014 |
Understanding building occupant activities at scale: An integrated knowledge-based and data-driven approach AJ Sonta, PE Simmons, RK Jain Advanced Engineering Informatics 37, 1-13, 2018 | 43 | 2018 |
Block Configuration Modeling: A novel simulation model to emulate building occupant peer networks and their impact on building energy consumption J Chen, RK Jain, JE Taylor Applied Energy 105, 358-368, 2013 | 42 | 2013 |