Aditya Tulsyan

Toward self‐driving processes: A deep reinforcement learning approach to control

Steven Spielberg, Aditya Tulsyan, Nathan P. Lawrence et al. · AIChE Journal · 2019 · 143 citations · Full text

State-of-charge estimation in lithium-ion batteries: A particle filter approach

Aditya Tulsyan, Yi-Ting Tsai, R. Bhushan Gopaluni et al. · Journal of Power Sources · 2016 · 124 citations

State Estimation, Electric Battery, Electrical Engineering +5

A Deep Learning Architecture for Predictive Control

Steven Spielberg, Aditya Tulsyan, R. Bhushan Gopaluni et al. · IFAC-PapersOnLine · 2018 · 75 citations · Full text

Artificial Intelligence, Deep Neural Networks, Engineering +15

A machine‐learning approach to calibrate generic Raman models for real‐time monitoring of cell culture processes

Aditya Tulsyan, Gregg Schorner, Hamid Khodabandehlou et al. · Biotechnology and Bioengineering · 2019 · 75 citations

Engineering, Machine Learning, Cell Culture +20

Multiple model approach to nonlinear system identification with an uncertain scheduling variable using EM algorithm

Lei Chen, Aditya Tulsyan, Biao Huang et al. · Journal of Process Control · 2013 · 61 citations

State Estimation, Em Algorithm, Nonlinear System Identification +10