Jaemin Seo

Recruiting grad students

Chung-Ang University · Physics

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This lab is recruiting graduate students

연구실 지원 시 jseo@cau.ac.kr로 지원 사유, 관심 연구주제, 개인 역량(전공·수상경력·프로그래밍 언어 등)을 보내면 된다.

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About

서재민 교수 연구실은 중앙대 물리학과 소속의 핵융합 AI 연구실로, 인공지능을 활용한 핵융합 연구를 이론과 실험 양면에서 수행한다. KSTAR 토카막, 물리정보 신경망(PINN), 강화학습 기반 플라즈마 모니터링·자율 제어 등을 연구하며 관련 성과가 네이처에 게재되었다.

Research keywords

핵융합플라즈마

Selected publications

Avoiding fusion plasma tearing instability with deep reinforcement learningNature · 2024
Solving real-world optimization tasks using physics-informed neural computingScientific Reports · 2024
A sustained high-temperature fusion plasma regime facilitated by fast ionsNature · 2022
Development of an operation trajectory design algorithm for control of multiple 0D parameters using deep reinforcement learning in KSTARNuclear Fusion · 2022
Feedforward beta control in the KSTAR tokamak by deep reinforcement learningNuclear Fusion · 2021

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