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20242026
most citedpETNNs: Partial Evolutionary Tensor Neural Networks for Solving Time-dependent Partial Differential Equations

4 citations · 5 across the 6 of their papers we have counts for

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math.OC2026

Descent--Ascent Structure of Uniform Nondegeneracy

Hua Su, Lei Zhang, Jin Zhao

Classical models such as smooth strongly convex minimization and strongly convex--strongly concave optimization combine two types of curvature information: curvature remains unifor…

math.OC2026

First-Order Optimization under Uniform Nondegeneracy: Geometry, Computation, and Information

Hua Su, Lei Zhang, Jin Zhao

Strongly convex minimization and its natural indefinite extension to strongly convex--strongly concave minimax problems combine quantitative control of curvature with a prescribed…