Jianfeng Liu

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Publications (13)

• Deep Learning-Based Approximation of Model Predictive Control Laws Using Mixture Networks
  IEEE Transactions on Automation Science and Engineering 2025 DOI: 10.1109/tase.2024.3386596
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• Data‐driven battery capacity estimation using support vector regression and model bagging under fast‐charging conditions
  The Canadian Journal of Chemical Engineering 2024 DOI: 10.1002/cjce.25394
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• Large language models for preventing medication direction errors in online pharmacies
  Nature Medicine 2024 DOI: 10.1038/s41591-024-02933-8
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• A Generalizable Method for Capacity Estimation and RUL Prediction in Lithium-Ion Batteries
  Industrial & Engineering Chemistry Research 2024 DOI: 10.1021/acs.iecr.3c02849
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• Steady-State Data Reconciliation Framework for a Direct Continuous Tableting Line
  Journal of Pharmaceutical Innovation 2019 DOI: 10.1007/s12247-018-9354-9
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• Tuning BARON using derivative-free optimization algorithms
  Journal of Global Optimization 2019 DOI: 10.1007/s10898-018-0640-3
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• Data reconciliation in the Quality-by-Design (QbD) implementation of pharmaceutical continuous tablet manufacturing
  International Journal of Pharmaceutics 2019 DOI: 10.1016/j.ijpharm.2019.04.003
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• Global Solution Strategies for the Network-Constrained Unit Commitment Problem With AC Transmission Constraints
  IEEE Transactions on Power Systems 2019 DOI: 10.1109/tpwrs.2018.2876127
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• A multitree approach for global solution of ACOPF problems using piecewise outer approximations
  Computers & Chemical Engineering 2018 DOI: 10.1016/j.compchemeng.2017.10.018
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• Robust state estimation of feeding–blending systems in continuous pharmaceutical manufacturing
  Chemical Engineering Research and Design 2018 DOI: 10.1016/j.cherd.2018.03.017
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