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Rishee K. Jain
Rishee K. Jain
Associate Professor of Civil & Environmental Engineering, Stanford University
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
Year
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
6642014
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
2302012
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
1762018
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
1492013
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
1412013
Data-driven planning of distributed energy resources amidst socio-technical complexities
RK Jain, J Qin, R Rajagopal
Nature Energy 2 (8), 1-11, 2017
1022017
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
942020
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
902015
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
882018
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
692020
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
662014
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
602018
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
482020
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
482018
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
472014
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
452014
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
422022
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
422018
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
392013
Understanding the adoption and usage of data analytics and simulation among building energy management professionals: A nationwide survey
C Srivastava, Z Yang, RK Jain
Building and Environment 157, 139-164, 2019
372019
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