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20182026
most citedHigh Quality Prediction of Protein Q8 Secondary Structure by Diverse Neural Network Architectures

25 citations · 31 across the 3 of their papers we have counts for

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2 papers · 1 filter

math.NA2026

Geometry-aware LegONet for PDE Learning on Arbitrary Domains

Jiahao Zhang, Yueqi Wang, Guang Lin

Learned PDE solvers often entangle governing operators with the geometry, boundary conditions, and discretization used for training. This limits reuse when the same physics is pose…

math.NA2026

LegONet: Plug-and-Play Structure-Preserving Neural Operator Blocks for Compositional PDE Learning

Jiahao Zhang, Yueqi Wang, Guang Lin

Learned PDE solvers are often trained as monolithic surrogates for a specific equation, boundary condition and discretization. This makes them difficult to reuse when mechanisms ch…