Publications

S. Himanshu, V. Umesh, G. Baskar. Transfer Operator Based Approach for Estimating After Release Contaminant Distribution in Indoor Environment. **, 2020.

S. Himanshu, V. Umesh, G. Baskar. Estimating contaminant distribution from finite sensor data: Perron Frobenious operator and ensemble Kalman Filtering. Building and Environment, 2019.

S. Hongyu, H. Eliu A, Z. Zhizhen, J. Elise, S. Himanshu. Deep learning at scale for gravitational wave parameter estimation of binary black hole mergers. arXiv preprint arXiv:1903.01998, 2019.

S. Himanshu, V. Umesh, G. Baskar. Contaminant Source Identification from Finite Sensor Data: Perron Frobenious Operator and Bayesian Inference. Pre-Print Available, 2019.

M Romit, S Himanshu, P Saumil, L Bethany, J Elise. Accelerating RANS turbulence modeling using potential flow and machine learning (Pre-print available). 2019.

S. Himanshu, V. Umesh, G. Baskar. A transfer operator methodology for optimal sensor placement accounting for uncertainty. Building and Environment, 2019.

W. Linjiang, C. Venkatesh, S. Himanshu, P. Ulrike, S. Soumik. A Data-driven Approach towards Integration of Microclimate Conditions for Predicting Building Energy Performance. 5$^th$ International High Performance Building Conference,2018, 2018.

S. Himanshu, F. Anthony, V. Umesh, G. Baskar. Transfer Operator Theoretic Framework for Monitoring Building Indoor Environment in Uncertain Operating Conditions (textbfBest Paper Award). American Control Conference,2018, 2018.

S. Himanshu, F. Anthony, C. Kristen, K. Jan, G. Baskar. Surrogate modeling approach towards coupling computational fluid dynamics and energy simulations for analysis and design of energy efficient attics. Building and Environment, 2018.

S. Himanshu, F. Anthony, V. Umesh, G. Baskar. Transfer Operator Based Approach for Optimal Sensor Placement Under Uncertain Operating Conditions. Buildings Simulations,2017, 2017.

S. Himanshu, H. Soham, V. Sachcit, S. Milan, D. Murali, K. Boo Cheong. Computational Assessment of Rainfall Effects on Aircraft Aerodynamic Characteristics. 33rd AIAA Applied Aerodynamics Conference, 2015.

PDF DOI

S. Himanshu, D. Murali. Computational Modelling of a Novel Fire Extinguisher Design. Fluid Mechanics and Fluid Power – Contemporary Research: Proceedings of the 5th International and 41st National Conference on FMFP 2014, 2014.

S. Himanshu, D. Murali, G. Pravin. Computational Modeling of the Condensed Phase Aerosol Based Fire Extinguisher. 4th Joint US-European Fluids Engineering Division Summer Meeting,ASME 2014 12th International Conference on Nanochannels, Microchannels, and Minichannels, 2014.