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Author

Weien Zhou

Observed names: Wei-En Zhou, Weien ZHOU, Zhou, Weien
ORCID: 0000-0001-9833-679X
Observed ORCID: 0000-0001-9833-679X
OpenAlex ID: A5001113052
FCA: Learning a 3D Full-Coverage Vehicle Camouflage for Multi-View Physical Adversarial Attack
2022 · Donghua Wang, Tingsong Jiang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 120
TONR: An exploration for a novel way combining neural network with topology optimization
2021 · Zeyu Zhang, Yu Li, et al. · Computer Methods in Applied Mechanics and Engineering · 105
Temperature field inversion of heat-source systems via physics-informed neural networks
2022 · Xu Liu, Wei Peng, et al. · Engineering Applications of Artificial Intelligence · 96
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Multi-Source Selective Transfer Framework in Multi-Objective Optimization Problems
2019 · Jun Zhang, Weien Zhou, et al. · IEEE Transactions on Evolutionary Computation · 95
A novel meta-learning initialization method for physics-informed neural networks
2022 · Xu Liu, Xiaoya Zhang, et al. · Neural Computing and Applications · 84
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A deep neural network surrogate modeling benchmark for temperature field prediction of heat source layout
2021 · Xianqi Chen, Xiaoyu Zhao, et al. · Science China Physics Mechanics and Astronomy · 79
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RecFNO: A resolution-invariant flow and heat field reconstruction method from sparse observations via Fourier neural operator
2023 · Xiaoyu Zhao, Xiaoqian Chen, et al. · International Journal of Thermal Sciences · 76
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The heat source layout optimization using deep learning surrogate modeling
2020 · Xiaoqian Chen, Xianqi Chen, et al. · Structural and Multidisciplinary Optimization · 76
Multi-fidelity surrogate modeling for temperature field prediction using deep convolution neural network
2023 · Yunyang Zhang, Zhiqiang Gong, et al. · Engineering Applications of Artificial Intelligence · 61
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Strong convergence rate of splitting schemes for stochastic nonlinear Schrödinger equations
2018 · Jianbo Cui, Jialin Hong, et al. · Journal of Differential Equations · 60
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Bayesian physics-informed extreme learning machine for forward and inverse PDE problems with noisy data
2023 · Xu Liu, Wen Yao, et al. · Neurocomputing · 58
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A machine learning surrogate modeling benchmark for temperature field reconstruction of heat source systems
2023 · Xiaoqian Chen, Zhiqiang Gong, et al. · Science China Information Sciences · 38
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Topology optimization via implicit neural representations
2023 · Zeyu Zhang, Wen Yao, et al. · Computer Methods in Applied Mechanics and Engineering · 33
Stochastic symplectic and multi-symplectic methods for nonlinear Schrödinger equation with white noise dispersion
2017 · Jianbo Cui, Jialin Hong, et al. · Journal of Computational Physics · 32
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Adversarial patch attacks against aerial imagery object detectors
2023 · Guijian Tang, Tingsong Jiang, et al. · Neurocomputing · 28
Accelerating Physics-Informed Neural Network Training with Prior Dictionaries
2020 · Peng, Wei, Zhou, Weien, et al. · arXiv (Cornell University) · 26
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Enhancing deep learning-based field reconstruction with a differentiable learning framework
2025 · Xu Liu, Wei Peng, et al. · Nature Machine Intelligence · 25
Stochastic symplectic Runge–Kutta methods for the strong approximation of Hamiltonian systems with additive noise
2017 · Weien Zhou, Jingjing Zhang, et al. · Journal of Computational and Applied Mathematics · 25
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Projection methods for stochastic differential equations with conserved quantities
2016 · Weien Zhou, Liying Zhang, et al. · BIT Numerical Mathematics · 25
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Natural Weather-Style Black-Box Adversarial Attacks Against Optical Aerial Detectors
2023 · Guijian Tang, Wen Yao, et al. · IEEE Transactions on Geoscience and Remote Sensing · 21
A general differentiable layout optimization framework for heat transfer problems
2023 · Xianqi Chen, Wen Yao, et al. · International Journal of Heat and Mass Transfer · 19
Joint deep reversible regression model and physics-informed unsupervised learning for temperature field reconstruction
2022 · Zhiqiang Gong, Weien Zhou, et al. · Engineering Applications of Artificial Intelligence · 19
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Conformal structure-preserving method for damped nonlinear Schrödinger equation
2016 · Hao Fu, Wei-En Zhou, et al. · Chinese Physics B · 19
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RANG: A Residual-based Adaptive Node Generation Method for Physics-Informed Neural Networks
2022 · Peng, Wei, Zhou, Weien, et al. · arXiv (Cornell University) · 18
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Gradient-based sparse voxel attacks on point cloud object detection
2024 · Junqi Wu, Wen Yao, et al. · Pattern Recognition · 15
Works count: 81
Citation count: 1,491
H-index: 20
I10-index: 35
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