3 papers
cs.ET2026
Conditional Dynamical Systems for Image Generation
Lianlong Sun, Chuan Liu, Tong Geng +1
Image generation has been dominated by deep generative models running on GPUs, a paradigm whose computational and energy costs raise growing sustainability concerns. Emerging non-v…
physics.comp-ph2024
Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
Chuan Liu, Chunshu Wu, Shihui Cao +8
The rapid development of AI highlights the pressing need for sustainable energy, a critical global challenge for decades. Nuclear fusion, generally seen as an ultimate solution, ha…
cs.LG2024
Inertial Confinement Fusion Forecasting via Large Language Models
Mingkai Chen, Taowen Wang, Shihui Cao +10
Controlled fusion energy is deemed pivotal for the advancement of human civilization. In this study, we introduce , a novel integration of Large Language Models (…