Computers & Chemical Engineering高引用文章

• Advances in surrogate based modeling, feasibility analysis, and optimization: A review

  引用次数：58

• Deep convolutional neural network model based chemical process fault diagnosis

  引用次数：57

• Machine learning: Overview of the recent progresses and implications for the process systems engineering field

  引用次数：41

• Optimization under uncertainty in the era of big data and deep learning: When machine learning meets mathematical programming

  引用次数：26

• Challenges in process optimization for new feedstocks and energy sources

  引用次数：24

• Optimization and control of a thin film growth process: A hybrid first principles/artificial neural network based multiscale modelling approach

  引用次数：22

• Advances and opportunities in machine learning for process data analytics

  引用次数：21

• Deterministic global process optimization: Accurate (single-species) properties via artificial neural networks

  引用次数：17

• Data-driven decision making under uncertainty integrating robust optimization with principal component analysis and kernel smoothing methods

  引用次数：17

• Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations

  引用次数：17