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Rishee K. Jain, Ph.D. - Publications

Affiliations: 
2013 Civil Engineering and Engineering Mechanics Columbia University, New York, NY 
Area:
Civil Engineering, Information Science
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26 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Sonta AJ, Jain RK. Building Relationships: Using Embedded Plug Load Sensors for Occupant Network Inference Ieee Embedded Systems Letters. 12: 41-44. DOI: 10.1109/Les.2019.2937316  0.344
2020 Roth J, Lim B, Jain RK, Grueneich D. Examining the feasibility of using open data to benchmark building energy usage in cities: A data science and policy perspective Energy Policy. 139: 111327. DOI: 10.1016/J.Enpol.2020.111327  0.399
2020 Azar E, O'Brien W, Carlucci S, Hong T, Sonta A, Kim J, Andargie MS, Abuimara T, Asmar ME, Jain RK, Ouf MM, Tahmasebi F, Zhou J. Simulation-aided occupant-centric building design: A critical review of tools, methods, and applications Energy and Buildings. 224: 110292. DOI: 10.1016/J.Enbuild.2020.110292  0.312
2020 Roth J, Brown HA, Jain RK. Harnessing smart meter data for a Multitiered Energy Management Performance Indicators (MEMPI) framework: A facility manager informed approach Applied Energy. 276: 115435. DOI: 10.1016/J.Apenergy.2020.115435  0.376
2019 Roth J, Bailey A, Choudhary S, Jain RK. Spatial and Temporal Modeling of Urban Building Energy Consumption Using Machine Learning and Open Data Computing in Civil Engineering. 459-467. DOI: 10.1061/9780784482445.059  0.323
2019 Yang Z, Gupta K, Jain RK. DUE-A: Data-driven Urban Energy Analytics for understanding relationships between building energy use and urban systems Energy Procedia. 158: 6478-6483. DOI: 10.1016/J.Egypro.2019.01.114  0.4
2019 Srivastava C, Yang Z, Jain RK. Understanding the adoption and usage of data analytics and simulation among building energy management professionals: A nationwide survey Building and Environment. 157: 139-164. DOI: 10.1016/J.Buildenv.2019.04.016  0.352
2019 Jin M, Jain R, Spanos C, Jia Q, Norford LK, Kjærgaard M, Yan J. Energy-cyber-physical systems Applied Energy. 256: 113939. DOI: 10.1016/J.Apenergy.2019.113939  0.311
2018 Yang Z, Roth J, Jain RK. DUE-B: Data-driven urban energy benchmarking of buildings using recursive partitioning and stochastic frontier analysis Energy and Buildings. 163: 58-69. DOI: 10.1016/J.Enbuild.2017.12.040  0.402
2018 Nutkiewicz A, Jain RK, Bardhan R. Energy modeling of urban informal settlement redevelopment: Exploring design parameters for optimal thermal comfort in Dharavi, Mumbai, India Applied Energy. 231: 433-445. DOI: 10.1016/J.Apenergy.2018.09.002  0.337
2018 Nutkiewicz A, Yang Z, Jain RK. 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 Applied Energy. 225: 1176-1189. DOI: 10.1016/J.Apenergy.2018.05.023  0.403
2018 Khosrowpour A, Jain RK, Taylor JE, Peschiera G, Chen J, Gulbinas R. A review of occupant energy feedback research: Opportunities for methodological fusion at the intersection of experimentation, analytics, surveys and simulation Applied Energy. 218: 304-316. DOI: 10.1016/J.Apenergy.2018.02.148  0.495
2018 Sonta AJ, Simmons PE, Jain RK. Understanding building occupant activities at scale: An integrated knowledge-based and data-driven approach Advanced Engineering Informatics. 37: 1-13. DOI: 10.1016/J.Aei.2018.04.009  0.338
2017 Sonta AJ, Jain RK, Gulbinas R, Moura JMF, Taylor JE. OESPG: Computational Framework for Multidimensional Analysis of Occupant Energy Use Data in Commercial Buildings Journal of Computing in Civil Engineering. 31: 4017017. DOI: 10.1061/(Asce)Cp.1943-5487.0000663  0.363
2017 Jain RK, Qin J, Rajagopal R. Data-driven planning of distributed energy resources amidst socio-technical complexities Nature Energy. 2. DOI: 10.1038/Nenergy.2017.112  0.304
2017 Nutkiewicz A, Yang Z, Jain RK. Data-driven Urban Energy Simulation (DUE-S): Integrating machine learning into an urban building energy simulation workflow Energy Procedia. 142: 2114-2119. DOI: 10.1016/J.Egypro.2017.12.614  0.394
2015 Kontokosta CE, Jain RK. Modeling the determinants of large-scale building water use: Implications for data-driven urban sustainability policy Sustainable Cities and Society. 18: 44-55. DOI: 10.1016/J.Scs.2015.05.007  0.313
2014 Jain RK, Moura JMF, Kontokosta CE. Big data + big cities: Graph signals of urban air pollution [Exploratory SP] Ieee Signal Processing Magazine. 31: 130-136. DOI: 10.1109/Msp.2014.2330357  0.306
2014 Gulbinas R, Jain RK, Taylor JE, Peschiera G, Golparvar-Fard M. Network ecoinformatics: Development of a social ecofeedback system to drive energy efficiency in residential buildings Journal of Computing in Civil Engineering. 28: 89-98. DOI: 10.1061/(Asce)Cp.1943-5487.0000319  0.382
2014 Jeong SH, Gulbinas R, Jain RK, Taylor JE. The impact of combined water and energy consumption eco-feedback on conservation Energy and Buildings. 80: 114-119. DOI: 10.1016/J.Enbuild.2014.05.013  0.305
2014 Gulbinas R, Jain RK, Taylor JE. BizWatts: A modular socio-technical energy management system for empowering commercial building occupants to conserve energy Applied Energy. 136: 1076-1084. DOI: 10.1016/J.Apenergy.2014.07.034  0.401
2014 Jain RK, Smith KM, Culligan PJ, Taylor JE. Forecasting energy consumption of multi-family residential buildings using support vector regression: Investigating the impact of temporal and spatial monitoring granularity on performance accuracy Applied Energy. 123: 168-178. DOI: 10.1016/J.Apenergy.2014.02.057  0.603
2013 Jain RK, Gulbinas R, Taylor JE, Culligan PJ. 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 Energy and Buildings. 66: 119-127. DOI: 10.1016/J.Enbuild.2013.06.029  0.576
2013 Jain RK, Taylor JE, Culligan PJ. Investigating the impact eco-feedback information representation has on building occupant energy consumption behavior and savings Energy and Buildings. 64: 408-414. DOI: 10.1016/J.Enbuild.2013.05.011  0.599
2013 Chen J, Jain RK, Taylor JE. Block Configuration Modeling: A novel simulation model to emulate building occupant peer networks and their impact on building energy consumption Applied Energy. 105: 358-368. DOI: 10.1016/J.Apenergy.2012.12.036  0.493
2012 Jain RK, Taylor JE, Peschiera G. Assessing Eco-Feedback Interface Usage and Design to Drive Energy Efficiency in Buildings Energy and Buildings. 48: 8-17. DOI: 10.1016/J.Enbuild.2011.12.033  0.343
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