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OpenFusion

🎯 Video Tutorials:

  • JT-60SA, a step closer to fusion energy [Youtube]

  • MIT’s Tiny Fusion Reactor Could Beat ITER [Youtube]

🎯 q-distribution Prediction

  • Wang, Shiao, et al. "Multi-modal fusion based q-distribution prediction for controlled nuclear fusion." International Conference on Brain Inspired Cognitive Systems. Singapore: Springer Nature Singapore, 2024. [Paper]

  • Ma, Qingchuan, et al. "Exploiting memory-aware q-distribution prediction for nuclear fusion via modern hopfield network." International Conference on Brain Inspired Cognitive Systems. Singapore: Springer Nature Singapore, 2024. [Paper]

🎯 Foundation Models (1D, LLM, VLM) for Fusion

  • XiHeFusion: Harnessing Large Language Models for Science Communication in Nuclear Fusion, Xiao Wang, Qingquan Yang, Fuling Wang, Qiang Chen, Wentao Wu, Yu Jin, Jingtao Jiang, Liye Jin, Bo Jiang, Dengdi Sun, Wanli Lv, Meiwen Chen, Zehua Chen, Guosheng Xu, Jin Tang arXiv Pre-print arXiv:2502.05615 [Paper]

🎯 AI4Fusion Survey

🎯 Fusion_2D_Inversion

🎯 Time_Series_Analysis

  • HGTS-Former: Hierarchical HyperGraph Transformer for Multivariate Time Series Analysis, Xiao Wang, Hao Si, Fan Zhang, Xiaoya Zhou, Dengdi Sun, Wanli Lyu, Qingquan Yang, Jin Tang, arXiv:2508.02411 [Paper] [Code]

🎯 PINNs

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Suite of Fusion-Related Tasks

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