May 27, 2024 · We present a novel machine-learning (ML) approach (EM-GANSim) for real-time electromagnetic (EM) propagation that is used for wireless communication simulation ...
Sep 25, 2024 · TL;DR: A novel GAN-based approach for real-time 3D indoor electromagnetic simulation, drastically reducing computation time while maintaining ...
May 27, 2024 · We present a novel machine-learning (ML) approach (EM-GANSim) for real-time electromagnetic (EM) propagation that is used for wireless communication simulation ...
May 27, 2024 · The proposed EM-GANSim architecture can generate high-quality EM field maps for 3D indoor scenes much faster than traditional EM solvers, with ...
EM-GANSim: Real-time and Accurate EM Simulation Using Conditional GANs for 3D Indoor Scenes. R Wang, D Manocha. arXiv preprint arXiv:2405.17366, 2024. 2024.
2023. EM-GANSim: Real-time and Accurate EM Simulation Using Conditional GANs for 3D Indoor Scenes. R Wang, D Manocha. arXiv preprint arXiv:2405.17366, 2024.
To the best of our knowledge, EM-GANSim is the first real-time algorithm for EM simulation in complex 3D indoor environments. We plan to release the code and ...
We present a novel machine-learning (ML) approach (EM-GANSim) for real-time electromagnetic (EM) propagation that is used for wireless communication ...
EM-GANSim: Real-time and Accurate EM Simulation Using Conditional GANs for 3D Indoor Scenes · 25 Sept 2024 (modified: 12 Oct 2024) · ICLR 2025 Conference ...
We present a novel machine-learning (ML) approach (EM-GANSim) for real-time electromagnetic (EM) propagation that is used for wireless communication simulation ...