Rahul Patel

Employment

• Pfizer ML/AI Engineer
  2025 - Present
• BASF Production Executive
  2016 - 2019

Education

• Indian Institute of Technology Bombay Doctor of Philosophy
  2019 - 2024
• Sardar Vallabhbhai National Institute of Technology Surat Bachelors in Technology
  2012 - 2016

Projects & Funding

Projects & funding information is unavailable.

Publications (8)

• Modelling and Optimization of an intensified water electrolysis integrated tri-reforming coupled methanol production process
  E3S Web of Conferences 2025 DOI: 10.1051/e3sconf/202564803003
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• Neural Network-Based Model Predictive Control Framework Incorporating First-Principles Knowledge for Process Systems
  Industrial & Engineering Chemistry Research 2025 DOI: 10.1021/acs.iecr.4c04305
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• Improved fault detection and diagnosis using graph auto encoder and attention-based graph convolution networks
  Digital Chemical Engineering 2024 DOI: 10.1016/J.DCHE.2024.100158
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• Model Predictive Control using Physics Informed Neural Networks for Process Systems
  IFAC-PapersOnLine 2024 DOI: 10.1016/J.IFACOL.2024.08.431
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• Optimal temperature trajectory for tubular reactor using physics informed neural networks
  Journal of Process Control 2023 DOI: 10.1016/j.jprocont.2023.103003
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• A machine learning based approach to solve the aerosol dynamics coagulation model
  Aerosol Science and Technology 2023 DOI: 10.1080/02786826.2023.2249074
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• State Estimation Using Physics Constrained Neural Networks
  2022 IEEE International Symposium on Advanced Control of Industrial Processes (AdCONIP) 2022 DOI: 10.1109/adconip55568.2022.9894188
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• Physics Constrained Learning in Neural Network based Modeling
  IFAC-PapersOnLine 2022 DOI: 10.1016/j.ifacol.2022.07.425
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