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Papers

Publications linked to models, labs and benchmarks. Authors, venues and abstracts come from arXiv and publisher pages.

9 total

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Papers
TitleAuthorsPublishedCategoriesOrganization / venueQuality
A variational physics-informed graph neural network for heterogeneous solid mechanicsarXiv:2609.10983Aashay Rajan Yadav, Amiya Prakash Das, Ratna Kumar Annabattula11 Sept 2026math.NA—89
Deep operator learning for efficient sampling from invariant measures of stochastic differential equationsarXiv:2609.11376Lin Guo, Li Lei, Jingtong Zhang11 Sept 2026math.NA—89
Autonomous-Flow-Based GenerationarXiv:2511.09902Hossein Rouhvarzi, Anastasis Kratsios11 Sept 2026cs.LG—89
Semidefinite Programming for Quantum Channel LearningarXiv:2601.12502Mikhail Gennadievich Belov, Victor Victorovich Dubov, Vadim Konstantinovich Ivanov +211 Sept 2026cs.LG—89
Monotone Neural Policy Iteration for High-Dimensional First-Order Hamilton--Jacobi--Bellman EquationsarXiv:2605.07116Minseok Kim, Yeongjong Kim, Namkyeong Cho +111 Sept 2026cs.LG—89
Fisher-Rao Gradient Flows of Linear Programs and State-Action Natural Policy GradientsarXiv:2403.19448Johannes M\"uller, Semih \c{C}ayc{\i}, Guido Mont\'ufar11 Sept 2026math.OC—89
Configuration-Dependent Lower Bounds for Approximation by Shallow ReLU$^k$ Networks on the SpherearXiv:2510.04060Tong Mao, Jinchao Xu11 Sept 2026math.NA—89
Support Discovery With Iteratively Reweighted Least Squares for Fixed-Charge Network FlowarXiv:2609.09295Sindura Saraswathi, Christian K\"ummerle11 Sept 2026math.OC—89
Influence of Extruded Filament Shape on Buildability in 3D Concrete Printing: A Geometry-Informed Deep Learning-FEM ApproacharXiv:2609.04028Giacomo Rizzieri, Saif-Ur-Rehman, J\"org F. Unger +111 Sept 2026cs.CE—89

9 results

Author lists and categories are copied from the paper's own metadata (arXiv, publisher). Each paper page shows the abstract, related models and every source snapshot.