研究论文
A physics-informed hybrid-fidelity surrogate model for chemical process modeling and optimization
Zhengbing Yan, Weitong Zhang, Yu-Ting Liu, Chuan-Yu Wu, Tao Chen, Yuan Yao
Wenzhou University National Tsing Hua University University of Surrey
来源Journal of the Taiwan Institute of Chemical Engineers
年份2026
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逐年被引趋势
320
326
关键指标
3
被引次数 · OpenAlex
20.50
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 0.9%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
40
参考文献
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学术脉络
学科主题
计算机 / AIAdvanced Multi-Objective Optimization Algorithms
Advanced Control Systems Optimization · Model Reduction and Neural Networks
参考文献 40
Bayesian Numerical Homogenization
被引 243Houman Owhadi · Multiscale Modeling and Simulation · 2015
Multifidelity Surrogate Modeling of Experimental and Computational Aerodynamic Data Sets
被引 158Yuichi Kuya, Kenji Takeda, Xu Zhang · AIAA Journal · 2011
Horizontal Axis Wind Turbine Blade Aerodynamics in Experiments and Modeling
被引 62Scott Schreck, Michael C. Robinson · IEEE Transactions on Energy Conversion · 2007
此处列出前 3 条
引用本文 3
Physics-Informed Neural Networks to Solve the Equilibrium Dispersive Model: Digital-Twin Application
被引 0Muhammad Tamoor, Farman Ullah Khan · Journal of the Taiwan Institute of Chemical Engineers · 2026
Research on a physics-informed and genetic algorithm-based vine copula soft sensor modeling method
被引 0Zhenyuan Wang, Shaojun Li, Mandan Liu · Journal of the Taiwan Institute of Chemical Engineers · 2026
Hydraulic performance and structural optimization of a novel tapered-blade swirling grouting nozzle using CFD and Gaussian process regression
被引 0Weiqun Liang, Weiqin Xu, Weike Liang · Results in Engineering · 2026
按被引量排序，此处列出前 3 条