Zhou, Weien
- FCA: Learning a 3D Full-coverage Vehicle Camouflage for Multi-view Physical Adversarial Attack
2021/09/15 by Wang, Donghua, Jiang, Tingsong, Sun, Jialiang +5 · 7 citations
#68-06 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.0 #I.5.4
- RecFNO: a resolution-invariant flow and heat field reconstruction method from sparse observations via Fourier neural operator
2023/02/20 by Xiaoyu Zhao, Zhao, Xiaoyu, Xiaoqian Chen +9 · 6 citations
Physics and Astronomy · Engineering · Computer Science · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Advanced Image Processing Techniques
- IDRLnet: A Physics-Informed Neural Network Library
2021/07/09 by Peng, Wei, Zhang, Jun, Zhou, Weien +3 · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
- Multi-fidelity surrogate modeling for temperature field prediction using deep convolution neural network
2023/01/17 by Zhang, Yunyang, Gong, Zhiqiang, Zhou, Weien +3 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Hybrid Finite Difference with the Physics-informed Neural Network for solving PDE in complex geometries
2022/02/16 by Xiang, Zixue, Peng, Wei, Zhou, Weien +1 · 2 citations
#Computational Physics (physics.comp-ph) #FOS: Physical sciences
- HeteroMorpheus: Universal Control Based on Morphological Heterogeneity Modeling
2024/08/02 by Yifan Hao, Hao, YiFan, Yang Yang +11 · 2 citations
Engineering · #Industrial Technology and Control Systems
- RANG: A Residual-based Adaptive Node Generation Method for Physics-Informed Neural Networks
2022/05/02 by Wei Peng, Weien Zhou, Peng, Wei +7 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
- Eva-VLA: Evaluating Vision-Language-Action Models' Robustness Under Real-World Physical Variations
2025/09/23 by Liu, Hanqing, Long, Jiahuan, Wu, Junqi +5 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
- Robust Regression with Highly Corrupted Data via Physics Informed Neural Networks
2022/10/19 by Wei Peng, Wen Yao, Peng, Wei +7 · 1 citation
Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Flow Measurement and Analysis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear Engineering Thermal-Hydraulics #Numerical Analysis (math.NA)
- A Deep Neural Network Surrogate Modeling Benchmark for Temperature Field Prediction of Heat Source Layout
2021/03/20 by Chen, Xianqi, Zhao, Xiaoyu, Gong, Zhiqiang +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)