"AI Breakthrough: Overcoming Fusion Plasma Instability for Near-Unlimited Clean Energy"

1 min read
Source: Nature.com
"AI Breakthrough: Overcoming Fusion Plasma Instability for Near-Unlimited Clean Energy"
Photo: Nature.com
TL;DR Summary

Nuclear fusion experiments in tokamaks have achieved significant success, but plasma disruption due to tearing instability remains a critical issue. To address this, researchers have developed an AI-based tearing-avoidance system using deep reinforcement learning (RL) to actively control the beam power and plasma shape in real time, maintaining low tearability and high plasma pressure. Experiments at the DIII-D tokamak demonstrated the system's ability to avoid disruptive tearing instability, showcasing the potential for AI-accelerated real-time instability-avoidance techniques in fusion energy research.

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