Nimish M. Awalgaonkar

Inferring personalized visual satisfaction profiles in daylit offices from comparative preferences using a Bayesian approach

Jie Xiong, Athanasios Tzempelikos, Ilias Bilionis et al. · Building and Environment · 2018 · 42 citations

Customer Satisfaction, Visual Design, Visual Satisfaction Profiles +13

A Bayesian modeling approach of human interactions with shading and electric lighting systems in private offices

Seyed Amir Sadeghi, Nimish M. Awalgaonkar, Panagiota Karava et al. · Energy and Buildings · 2016 · 39 citations

Built Environment, Design, Human Interactions +4

Model predictive control under forecast uncertainty for optimal operation of buildings with integrated solar systems

Xiaoqi Liu, Parth Paritosh, Nimish M. Awalgaonkar et al. · Solar Energy · 2018 · 30 citations

Energy Control, Engineering, Energy Management +10

Surrogate-based sequential Bayesian experimental design using non-stationary Gaussian Processes

Piyush Pandita, Panagiotis Tsilifis, Nimish M. Awalgaonkar et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 29 citations

Bayesian Statistics, Gaussian Process, Optimal Experimental Design +7

Efficient learning of personalized visual preferences in daylit offices: An online elicitation framework

Jie Xiong, Nimish M. Awalgaonkar, Athanasios Tzempelikos et al. · Building and Environment · 2020 · 17 citations

Interactive Visualization, Visual Design, Cognitive Science +12