Xuan Bai

AI for Science Institute

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

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Bocheng Zeng (1)Runze Mao (1)Mengtao Yan (1)Yang Liu (1)

Papers (1)

May 25, 2026

3w ago·also Tsinghua AI, AI for Science Institute, School of Mechanics and Engineering, TJU

NPSolver: Neural Poisson Solver with Iterative Physics Supervision

Solving Poisson equations just got faster and more stable: NPSolver trains neural operators without solution labels by iteratively refining predictions with preconditioned conjugate gradient steps.

Bocheng Zeng, Runze Mao, Mengtao Yan +4

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design Training Efficiency & Optimization

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Xuan Bai

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)