6Reverse Design of Heat Exchange Systems Using Physics-Informed Machine Learning Chang He1,2 and Yunquan Chen3 1Sun Yat-Sen University, School of Chemical Engineering and Technology, No. 135, Xingang Xi Road, Zhuhai,…
2Hunting for Better Aromatic Chemicals with AI Techniques Qilei Liu, Haitao Mao, Lu Wang, and Lei Zhang Dalian University of Technology, School of Chemical Engineering, Institute of Chemical Process Systems…
8Data-Driven and Physics-Based Reduced-Order Modeling and Optimization of Cooling Tower Systems Chang He1,2 and Zhiqiang Wu3 1Sun Yat-Sen University, School of Chemical Engineering and Technology, No. 135, Xingang Xi Road,…
5Innovation of Gas Separation Processes: Integrating Computational MOF Design and Adsorption Process Optimization Xiang Zhang1 and Teng Zhou2 1East China University of Science and Technology, School of Chemical Engineering, State…
7Integrating Incomplete Prior Knowledge into Data-Driven Inferential Sensor Models Under Variational Bayesian Framework Zhichao Chen1, Hao Wang1, Yiran Ma1, Cheng Qiu1, Le Yao2, Xinmin Zhang1, and Zhihuan Song1 1Zhejiang University,…
10Surrogate Modeling for Accelerating Optimization of Complex Systems in Chemical Engineering Jianzhao Zhou1 and Jingzheng Ren1,2,3 1The Hong Kong Polytechnic University, Department of Industrial and Systems Engineering, Yuk Choi Road,…
4Integration of Observed Data and Reaction Mechanisms in Deep Learning for Designing Sustainable Glycolic Acid Xin Zhou Ocean University of China, College of Chemistry and Chemical Engineering, 238 Songling Road,…