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cs.AI2026
ToolGate: An Executable Acceptance Pipeline for Tool-Dependent Scientific Benchmark Construction
Ke Zhang, Yankang Liu, Roya Zandi +1
Scientific benchmarks are commonly built by domain experts who write tasks and cross-check one another's work, or who adapt existing material from textbooks, published papers, and…
physics.bio-ph2026
Learning Parameterized Nonlinear Elasticity on Curved Surfaces
Yankang Liu, Ke Zhang, Maziar Raissi +1
We learn parameterized nonlinear elasticity on curved surfaces using a physics-informed neural network that enforces governing equations and boundary conditions directly through th…