A high-fidelity surrogate model for the ion temperature gradient (ITG) instability using a small expensive simulation dataset by Chenguang Wan, Youngwoo Cho, Zhisong Qu, Yann Camenen, Robin Varennes, Kyungtak Lim, Kunpeng Li, Jiangang Li, Yanlong Li, Xavier Garbet

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Discretization-independent surrogate modeling of physical fields around variable geometries using coordinate-based networks by James Duvall, Karthik Duraisamy

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Physics-Informed Neural Networks-Based Wide-Range Parameter Displacement Inference for Euler–Bernoulli Beams on Foundations Under a Moving Load Using Sparse Local Measurements by Bin Zhen, Chenyun Xu, Lijun Ouyang

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Rapid Damage Assessment and Bayesian-Based Debris Prediction for Building Clusters Against Earthquakes by Xiaowei Zheng, Yaozu Hou, Jie Cheng, Shuai Xu, Wenming Wang

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Solving Steady-state Mono-energy Neutron Diffusion Solution Set with Parameterized Physics-informed Neural Network by XIE Yuchen, MA Yu, WANG Yahui

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Airfoil Optimization Design of Vertical-Axis Wind Turbine Based on Kriging Surrogate Model and MIGA by Quan Wang, Zhaogang Zhang

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Research on the Influence of Composite Modification Design on Tooth Surface Wear of Transmission Gears by Bai Xiaoning, Li Yonghua, Wang Denglong, Zhang Dongxu

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Real-time surrogate compensation architecture for machine-tool thermal error compensation with high-performance model by Yubin Huang, Hongyou Hong, Huichen Zhou, Hua Xiang, Jianzhong Yang

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DLTM: a deep learning method for tearing mode simulation and prediction by Zhipeng Chang, Baofeng Gao, Ruijie Yin, Xiaofei Zhao

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Application of Machine Learning for Bulbous Bow Optimization Design and Ship Resistance Prediction by Yujie Shen, Shuxia Ye, Yongwei Zhang, Liang Qi, Qian Jiang, Liwen Cai, Bo Jiang

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Calibration and surrogate model-based sensitivity analysis of crystal plasticity finite element models by Hugh Dorward, David M. Knowles, Eralp Demir, Mahmoud Mostafavi, Matthew J. Peel

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The Reliability Analysis of a Turbine Rotor Structure Based on the Kriging Surrogate Model by Haiwei Lin, Liang Yang, Hong Bao, Feng Zhang, Feifei Zhao, Chaoxin Lu

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Optimization of Micro-Electromechanical Lorentz Actuator Using a Surrogate Model Accelerated Genetic Algorithm by Phiona Buhr, Cyrus Shafai, Byoungyoul Park, Yunli Wang, Miroslav Belov

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A Learning‐Based Multiscale Model for Reactive Flow in Porous Media by Mina Karimi, Kaushik Bhattacharya

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Multi-Fidelity Surrogate Modeling via Hierarchical Kriging With Infinite-Width Bayesian Neural Network Correlation Function by Youwei He, Jiangshuo Cui

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Development of Surrogate Model for Patient-Specific Lattice-Structured Hip Implant Design via Finite Element Analysis by Rashwan Alkentar, Tamás Mankovits

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Surrogate Model-based Fast Calculation of Power Cable Temperature Field: Method and Application by Li HUANG, Yun LIANG, Hui HUANG, Xiaoyan SUN, Shan WANG, Yuqiang YANG

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Passive Drag Reduction Optimization for Complex Commercial Vehicle Models by G. Liao, M. Xue, L. Yue, H. Yang, P. Guo, X. Hu, Z. Wang, T. Ma

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Robustimizer: A graphical user interface application for efficient uncertainty quantification, robust optimization, and reliability-based optimization of processes and designs by Omid Nejadseyfi

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Compact classification using the biomimetic properties of ultrafast spiking microlaser neurons by Gibaek Kim, Matthieu Dubernard, Sami V El-Nakouzi, Amir-Hossein Masominia, Sylvain Barbay, Laurie E Calvet

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