Tag: RMPs
-
New AI Diag2Diag Enhances Fusion Plasma Diagnostics
Overview: AI micro-solutions for fusion diagnostics Imagine a future where a fusion reactor could stay online with minimal hardware, thanks to an artificial intelligence that can fill in the gaps when sensors falter. That is the premise behind Diag2Diag, an AI system developed to translate data from one set of diagnostics into a richer, synthetic…
-
New AI Boosts Insight into Fusion Energy Diagnostics
AI Brings a New Eye to Fusion Energy Diagnostics A new artificial intelligence system, Diag2Diag, aims to fill gaps in fusion diagnostics by turning available sensor data into detailed, synthetic information that other sensors would reveal. Led by Azarakhsh Jalalvand at Princeton University and published in Nature Communications, the work demonstrates how AI can align…
-
New AI Enhances View Inside Fusion Energy Systems
AI-Driven diagnostics: a new view into fusion plasma A cutting-edge artificial intelligence (AI) approach is changing how scientists monitor and control fusion plasma. The Diag2Diag system analyzes data from multiple sensors in a fusion device and generates a synthetic dataset for a different type of diagnostic. In short, AI fills in missing data by learning…