{"total":13,"rows":[{"id":"2406.19662","title":"Finite basis Kolmogorov-Arnold networks: domain decomposition for data-driven and physics-informed problems","created":"2024-06-28","cited_by_count":35,"area":null},{"id":"2311.06483","title":"Stacked networks improve physics-informed training: applications to neural networks and deep operator networks","created":"2023-11-11","cited_by_count":21,"area":null},{"id":"2407.01613","title":"Self-adaptive weights based on balanced residual decay rate for physics-informed neural networks and deep operator networks","created":"2024-06-28","cited_by_count":20,"area":null},{"id":"2411.06286","title":"SPIKANs: Separable Physics-Informed Kolmogorov-Arnold Networks","created":"2024-11-09","cited_by_count":12,"area":null},{"id":"2410.14764","title":"Multifidelity Kolmogorov-Arnold Networks","created":"2024-10-18","cited_by_count":9,"area":null},{"id":"2410.12241","title":"Transfer Learning on Multi-Dimensional Data: A Novel Approach to Neural Network-Based Surrogate Modeling","created":"2024-10-16","cited_by_count":3,"area":null},{"id":"2506.00731","title":"iPINNER: An Iterative Physics-Informed Neural Network with Ensemble Kalman Filter","created":"2025-05-31","cited_by_count":3,"area":null},{"id":"2508.19847","title":"Physics-Informed DeepONet Coupled with FEM for Convective Transport in Porous Media with Sharp Gaussian Sources","created":"2025-08-27","cited_by_count":3,"area":null},{"id":"2603.20410","title":"SLE-FNO: Single-Layer Extensions for Task-Agnostic Continual Learning in Fourier Neural Operators","created":"2026-03-20","cited_by_count":3,"area":null},{"id":"2512.05241","title":"Bridging quantum and classical computing for partial differential equations through multifidelity machine learning","created":"2025-12-04","cited_by_count":1,"area":null},{"id":"2512.01888","title":"Domain-Decomposed Graph Neural Network Surrogate Modeling for Ice Sheets","created":"2025-12-01","cited_by_count":0,"area":null},{"id":"2603.22050","title":"Multifidelity-Augmented Gaussian Process Inputs for Surrogate Modeling from Scarce Data","created":"2026-03-23","cited_by_count":0,"area":null},{"id":"2607.27196","title":"From Classification to Regression: Using a Fruitfly to Solve Equations","created":"2026-07-29","cited_by_count":0,"area":null}],"next_cursor":null}