{"total":22,"rows":[{"id":"2408.12171","title":"Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey","created":"2024-08-22","cited_by_count":28,"area":null},{"id":"2404.07200","title":"Toward a Better Understanding of Fourier Neural Operators from a Spectral Perspective","created":"2024-04-10","cited_by_count":25,"area":null},{"id":"2404.14688","title":"FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model","created":"2024-04-23","cited_by_count":19,"area":null},{"id":"2601.14517","title":"Learning PDE Solvers with Physics and Data: A Unifying View of Physics-Informed Neural Networks and Neural Operators","created":"2026-01-20","cited_by_count":6,"area":null},{"id":"2505.20349","title":"FD-Bench: A Modular and Fair Benchmark for Data-driven Fluid Simulation","created":"2025-05-25","cited_by_count":5,"area":null},{"id":"2412.20962","title":"Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction","created":"2024-12-30","cited_by_count":4,"area":null},{"id":"2602.04923","title":"Imposing Boundary Conditions on Neural Operators via Learned Function Extensions","created":"2026-02-04","cited_by_count":3,"area":null},{"id":"2605.15305","title":"WorldParticle: Unified World Simulation of Lagrangian Particle Dynamics via Transformer","created":"2026-05-14","cited_by_count":3,"area":null},{"id":"2410.11617","title":"M$^{2}$M: Learning controllable Multi of experts and multi-scale operators are the Partial Differential Equations need","created":"2024-10-01","cited_by_count":2,"area":null},{"id":"2603.01762","title":"DGNet: Discrete Green Networks for Data-Efficient Learning of Spatiotemporal PDEs","created":"2026-03-02","cited_by_count":2,"area":null},{"id":"2505.21573","title":"Spectral-inspired Operator Learning with Limited Data and Unknown Physics","created":"2025-05-27","cited_by_count":1,"area":null},{"id":"2607.21932","title":"Generalized Neural Operator for Parametric and Boundary-Value Problems","created":"2026-07-24","cited_by_count":1,"area":null},{"id":"2408.12389","title":"Fredholm Integral Equations Neural Operator (FIE-NO) for Data-Driven Boundary Value Problems","created":"2024-08-20","cited_by_count":0,"area":null},{"id":"2504.15897","title":"SUPRA: Subspace Parameterized Attention for Neural Operator on General Domains","created":"2025-04-22","cited_by_count":0,"area":null},{"id":"2510.24216","title":"Unlocking Out-of-Distribution Generalization in Dynamics through Physics-Guided Augmentation","created":"2025-10-28","cited_by_count":0,"area":null},{"id":"2605.25786","title":"NPSolver: Neural Poisson Solver with Iterative Physics Supervision","created":"2026-05-25","cited_by_count":0,"area":null},{"id":"2606.09963","title":"Geometry-Aware Anisotropic Boundary Correction for Aerodynamic Simulation","created":"2026-06-08","cited_by_count":0,"area":null},{"id":"2608.21677","title":"Read, Write, Relax: Why Neural PDE Surrogates Need Both Global and Local Processing","created":"2026-08-21","cited_by_count":0,"area":null},{"id":"2609.35752","title":"Neural Harmonic Measure Operator","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2610.00237","title":"Compositional Embedding Architecture for Physical Field Prediction in Componentized Aerospace Systems","created":"2026-09-23","cited_by_count":0,"area":null},{"id":"2610.05337","title":"Green-Routed Neural Operators: Physics Determines Where the Network Reads","created":"2026-10-04","cited_by_count":0,"area":null},{"id":"2610.15590","title":"An Attention-Guided Graph Neural Network Surrogate for Boundary Integral Computation in Physical Field Reconstruction","created":"2026-10-11","cited_by_count":0,"area":null}],"next_cursor":null}