Pratyush Kumar

Employment

• Google Data Center Engineering Intern
  2022 - 2022
• Johnson Controls Inc Graduate Intern
  2020 - 2020
• University of California, Santa Barbara Graduate Research Assistant
  2018 - Present
• University of Wisconsin–Madison Graduate Research Assistant
  2017 - 2018

Education

• University of California Santa Barbara Doctor of Philosophy
  2018 - Present
• Indian Institute of Technology Bombay Bachelor of Technology
  2013 - 2017

Projects & Funding

Projects & funding information is unavailable.

Publications (4)

• Structured nonlinear process modeling using neural networks and application to economic optimization
  Computers & Chemical Engineering 2023 DOI: 10.1016/j.compchemeng.2023.108314
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• Unconstrained feedback controller design using Q-learning from noisy process data
  Computers & Chemical Engineering 2023 DOI: 10.1016/j.compchemeng.2023.108325
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• Modeling proportional–integral controllers in tracking and economic model predictive control
  Journal of Process Control 2023 DOI: 10.1016/j.jprocont.2022.12.003
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• Industrial, large-scale model predictive control with structured neural networks
  Computers and Chemical Engineering 2021 DOI: 10.1016/j.compchemeng.2021.107291
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