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Pratyush Kumar

University of California System

3H-index
8Paper Count
96Citation Count
Published Papers 5
Publication Date
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Structured nonlinear process modeling using neural networks and application to economic optimization
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-09-01
err1
PREAI
errKumar, Pratyush; Rawlings, James B.
errShare
errSave
Unconstrained feedback controller design using Q-learning from noisy data
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-09-01
err0
PREAI
errKumar, Pratyush; Rawlings, James B.
errShare
errSave
Grey-box model and neural network disturbance predictor identification for economic MPC in building energy systems
errENERGY AND BUILDINGS
IF7.1
err2023-05-01
err15
PREAI
errKumar, Pratyush; Rawlings, James B.; Wenzel, Michael J.; Risbeck, Michael J.
errShare
errSave
Modeling proportional-integral controllers in tracking and economic model predictive control
errJOURNAL OF PROCESS CONTROL
IF3.9
err2023-02-01
err9
PREAI
errKumar, Pratyush; Rawlings, James B.; Carrette, Pierre
errShare
errSave
Industrial, large-scale model predictive control with structured neural networks
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2021-07-01
err34
errOAAI
errKumar, Pratyush; Rawlings, James B.; Wright, Stephen J.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
James B. Rawlings
H-index: 72 · Papers: 272
S
Stephen J. Wright
H-index: 62 · Papers: 356
M
Michael J. Wenzel
H-index: 13 · Papers: 46
P
Pierre Carrette
H-index: 3 · Papers: 5
M
Michael J. Risbeck
H-index: 0 · Papers: 2
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