Two-dimensional electromagnetic solver based on deep learning technique S Qi, Y Wang, Y Li, X Wu, Q Ren, Y Ren IEEE Journal on Multiscale and Multiphysics Computational Techniques 5, 83-88, 2020 | 81 | 2020 |
Predicting scattering from complex nano-structures via deep learning Y Li, Y Wang, S Qi, Q Ren, L Kang, SD Campbell, PL Werner, DH Werner IEEE Access 8, 139983-139993, 2020 | 45 | 2020 |
3-D steady heat conduction solver via deep learning Y Wang, J Zhou, Q Ren, Y Li, D Su IEEE Journal on Multiscale and Multiphysics Computational Techniques 6, 100-108, 2021 | 20 | 2021 |
A versatile inversion approach for space/temperature/time-related thermal conductivity via deep learning Y Wang, Q Ren International Journal of Heat and Mass Transfer 186, 122444, 2022 | 12 | 2022 |
Predicting surface heat flux on complex systems via Conv-LSTM Y Wang, N Wang, Q Ren Case Studies in Thermal Engineering 33, 101927, 2022 | 11 | 2022 |
Sophisticated electromagnetic forward scattering solver via deep learning Q Ren, Y Wang, Y Li, S Qi Springer Singapore, 2022 | 11 | 2022 |
Sophisticated electromagnetic scattering solver based on deep learning Y Wang, Q Ren 2021 International Applied Computational Electromagnetics Society Symposium …, 2021 | 6 | 2021 |
Differential Operator Approximation Based Tightly Coupled Multiphysics Solver Using Cascaded Fourier Network Y Wang, H Gao, Q Ren Advanced Theory and Simulations 5 (11), 2200409, 2022 | 4 | 2022 |
Electromagnetic scattering solver for metal nanostructures via deep learning Y Wang, Y Li, S Qi, Q Ren 2021 Photonics & Electromagnetics Research Symposium (PIERS), 2419-2424, 2021 | 4 | 2021 |
Non-linear heat conduction inversion method based on deep learning N Wang, Y Wang, Q Ren, Y Zhao, J Jiao 2021 International Applied Computational Electromagnetics Society (ACES …, 2021 | 4 | 2021 |
Deep Learning-based Forward Modeling and Inversion Techniques for Computational Physics Problems Y Wang, Q Ren CRC Press, 2023 | 3 | 2023 |
Coupled model and flow characteristics of thermoacoustic refrigerators Y Wang, S Zhang, Q Yan, F Tang Engineering Research Express 2 (2), 025016, 2020 | 3 | 2020 |
Advanced Engineering Design of the Metamaterial Absorbers J Wen, Y Wang, Y Wang Metamaterial Technology and Intelligent Metasurfaces for Wireless …, 2023 | 1 | 2023 |
Deep Learning Enabled Inverse Design and Optimization of the Frequency Selective Surface (FSS) C Zhang, Y He, H Gao, Y Wang, Q Ren 2022 International Applied Computational Electromagnetics Society Symposium …, 2022 | 1 | 2022 |
Deep Learning Based Pixelized Forward Simulator and Inverse Designer of the Frequency Selective Surface H Gao, Y Wang, Q Ren 2022 International Applied Computational Electromagnetics Society Symposium …, 2022 | 1 | 2022 |
Coupled multiphysics solver for irregular regions based on graph neural network X Sun, B Du, Y Wang, Q Ren International Journal of Thermofluids, 100726, 2024 | | 2024 |
A Comprehensive Review for Beam Steering Technology: From Mechanical Prisms to Space-Time Metasurface Y Wang Electromagnetic Wave Control Techniques of Metasurfaces and Metamaterials, 1-31, 2024 | | 2024 |
Application of U-Net in 3D Steady Heat Conduction Solver W Yinpeng, R Qiang Deep Learning-Based Forward Modeling and Inversion Techniques for …, 2023 | | 2023 |
Electrothermal coupling solver based on cascaded Fourier network Y Wang, H Gao, Q Ren 2022 International Applied Computational Electromagnetics Society Symposium …, 2022 | | 2022 |
Wave transformation--Simulation and Application Y Wang arXiv preprint arXiv:2212.02227, 2022 | | 2022 |