cs.CE · 2026-07-27 · No. 66
Computational Engineering, Finance, and Science, 2026-07-27.
1 new papers in cs.CE. Titles, authors,
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01 — The papers
1 entries-
01
Generalized Neural Operator for Parametric and Boundary-Value Problems
Ruoyan Li, Yizhou Sun, Wei Wang
cs.CE · cs.AI
Developing foundational neural simulators for Partial Differential Equations (PDEs) requires robust generalization across diverse physical parameters and boundary conditions. However, current deep learning approaches largely face a structural trade-off between condition-agnostic deployment and physical fidelity. Purely data-driven operators infer the underlying physics implicitly and thus lack the explicit constraints needed to ensure...
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