Guoqing Wang

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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

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Zhenzhen Huang (1)Haoyu Bian (1)Jiaquan Zhang (1)Yibei Liu (1)

Papers (1)

Feb 18, 2026

Zhenzhen Huang +73w ago

Rethinking Input Domains in Physics-Informed Neural Networks via Geometric Compactification Mappings

Geometric mappings can dramatically improve PINN training, boosting accuracy and stability by aligning input coordinates with the underlying physics of PDEs.

Zhenzhen Huang, Haoyu Bian, Jiaquan Zhang +5

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

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Guoqing Wang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)