Fusion Energy

Fusion energy research aims to harness the power of nuclear fusion for clean and sustainable energy production. Current research heavily utilizes machine learning, particularly deep reinforcement learning, generative AI, and neural ordinary differential equations, to optimize reactor designs, model complex plasma dynamics (including turbulence and disruptions), and accelerate computationally expensive simulations. These advancements are crucial for improving the efficiency, safety, and economic viability of fusion reactors, potentially revolutionizing energy production and impacting various scientific fields through the development of novel AI-driven modeling techniques.