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Related: Dr. Martin used PINN for creating a gravity model [0] and video [1].

[0] https://github.com/MartinAstro/GravNN

[1] https://www.youtube.com/watch?v=1UNtZ4sOVEI



Latest paper is here, pretty exciting https://arxiv.org/abs/2312.10257




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