HeadlinesBriefing favicon HeadlinesBriefing.com

Google DeepMind Partners with CFS to Accelerate Fusion Energy with AI

Google DeepMind Blog •
×

Google DeepMind announced a research partnership with Commonwealth Fusion Systems to apply artificial intelligence to fusion energy challenges. The collaboration focuses on stabilizing plasma at over 100 million degrees Celsius within SPARC, CFS's compact tokamak machine designed to achieve the first net energy gain from fusion.

DeepMind brings expertise from previous work using deep reinforcement learning to control plasma in tokamaks, demonstrated with academic partners at EPFL's Swiss Plasma Center. The team developed TORAX, an open-source plasma simulator written in JAX that runs efficiently on both CPUs and GPUs, enabling rapid virtual experimentation before physical tests.

TORAX serves as a linchpin in CFS's daily operations, allowing teams to simulate millions of experimental scenarios and adapt operating plans based on predicted plasma behavior. This accelerates the timeline toward achieving breakeven—generating more power from fusion than required to sustain it—marking a critical milestone for commercial fusion energy.

The partnership explores three key areas: fast plasma simulation, optimization for maximum energy output, and real-time control strategies using reinforcement learning. These AI-driven approaches could identify efficient operating paths faster than manual tuning, potentially shaving years off SPARC's development timeline.