Manan Pathak

Data Science Approaches for Electrochemical Engineers: An Introduction through Surrogate Model Development for Lithium-Ion Batteries

Neal Dawson-Elli, Seong Beom Lee, Manan Pathak et al. · Journal of The Electrochemical Society · 2018 · 73 citations · Full text

Computing, Chemical Engineering, Data Science +17

Efficient Simulation and Model Reformulation of Two-Dimensional Electrochemical Thermal Behavior of Lithium-Ion Batteries

Paul W. C. Northrop, Manan Pathak, Derek Rife et al. · Journal of The Electrochemical Society · 2015 · 69 citations · Full text

Engineering, Chemical Engineering, Computational Engineering +17

Real-time Nonlinear Model Predictive Control (NMPC) Strategies using Physics-Based Models for Advanced Lithium-ion Battery Management System (BMS)

Suryanarayana Kolluri, Sai Varun Aduru, Manan Pathak et al. · Journal of The Electrochemical Society · 2020 · 57 citations · Full text

Computing, Computational Engineering, Forecasting +16

(Invited) Analyzing and Minimizing Capacity Fade through Optimal Model-based Control - Theory and Experimental Validation

Manan Pathak, Dayaram Sonawane, Shriram Santhanagopalan et al. · ECS Transactions · 2017 · 27 citations · Full text

Engineering, Chemical Engineering, Electrochemical Engineering +16

An iterative analytical model for aging analysis of Li-ion cells

Mohammad Parhizi, Manan Pathak, Jason K. Ostanek et al. · Journal of Power Sources · 2021 · 22 citations

Education, Cell Biology, Aging +12