{"total":14,"rows":[{"id":"2207.05748","title":"Physics-Informed Deep Neural Operator Networks","created":"2022-07-08","cited_by_count":113,"area":null},{"id":"2303.02243","title":"Neural Operator Learning for Long-Time Integration in Dynamical Systems with Recurrent Neural Networks","created":"2023-03-03","cited_by_count":32,"area":null},{"id":"2309.15421","title":"Deep Learning in Deterministic Computational Mechanics","created":"2023-09-27","cited_by_count":21,"area":null},{"id":"2304.07599","title":"Learning in latent spaces improves the predictive accuracy of deep neural operators","created":"2023-04-15","cited_by_count":19,"area":null},{"id":"2408.02198","title":"Synergistic Learning with Multi-Task DeepONet for Efficient PDE Problem Solving","created":"2024-08-05","cited_by_count":17,"area":null},{"id":"2303.07647","title":"Recent Advances and Applications of Machine Learning in Experimental Solid Mechanics: A Review","created":"2023-03-14","cited_by_count":15,"area":null},{"id":"2407.15887","title":"Separable DeepONet: Breaking the Curse of Dimensionality in Physics-Informed Machine Learning","created":"2024-07-21","cited_by_count":15,"area":null},{"id":"2308.05141","title":"Sound propagation in realistic interactive 3D scenes with parameterized sources using deep neural operators","created":"2023-08-09","cited_by_count":12,"area":null},{"id":"2505.02308","title":"Enabling Local Neural Operators to perform Equation-Free System-Level Analysis","created":"2025-05-05","cited_by_count":10,"area":null},{"id":"2508.05190","title":"Physics-Informed Time-Integrated DeepONet: Temporal Tangent Space Operator Learning for High-Accuracy Inference","created":"2025-08-07","cited_by_count":5,"area":null},{"id":"2510.05433","title":"Physics-Informed Machine Learning in Biomedical Science and Engineering","created":"2025-10-06","cited_by_count":4,"area":null},{"id":"2504.11397","title":"MLPs and KANs for data-driven learning in physical problems: A performance comparison","created":"2025-04-15","cited_by_count":1,"area":null},{"id":"2509.26576","title":"Importance of localized dilatation and distensibility in identifying determinants of thoracic aortic aneurysm with neural operators","created":"2025-09-30","cited_by_count":1,"area":null},{"id":"2603.06939","title":"Physics-Consistent Neural Networks for Learning Deformation and Director Fields in Microstructured Media with Loss-Based Validation Criteria","created":"2026-03-06","cited_by_count":0,"area":null}],"next_cursor":null}