{"total":13,"rows":[{"id":"2410.13228","title":"From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning","created":"2024-10-17","cited_by_count":73,"area":null},{"id":"2503.21507","title":"F-INR: Functional Tensor Decomposition for Implicit Neural Representations","created":"2025-03-27","cited_by_count":7,"area":null},{"id":"2505.15222","title":"Continuous Representation Methods, Theories, and Applications: An Overview and Perspectives","created":"2025-05-21","cited_by_count":4,"area":null},{"id":"2510.06020","title":"RamPINN: Recovering Raman Spectra From Coherent Anti-Stokes Spectra Using Embedded Physics","created":"2025-10-07","cited_by_count":1,"area":null},{"id":"2512.09202","title":"Tensor-Compressed and Fully-Quantized Training of Neural PDE Solvers","created":"2025-12-10","cited_by_count":1,"area":null},{"id":"2412.07637","title":"Sampling from Boltzmann densities with physics informed low-rank formats","created":"2024-12-10","cited_by_count":0,"area":null},{"id":"2508.15198","title":"Frequency-adaptive tensor neural networks for high-dimensional multi-scale problems","created":"2025-08-21","cited_by_count":0,"area":null},{"id":"2603.01812","title":"Neural Operator-Grounded Continuous Tensor Function Representation and Its Applications","created":"2026-03-02","cited_by_count":0,"area":null},{"id":"2603.22700","title":"Coordinate Encoding on Linear Grids for Physics-Informed Neural Networks","created":"2026-03-24","cited_by_count":0,"area":null},{"id":"2606.03355","title":"APIC: Amortized Physics-Informed Calibration using Neural Processes","created":"2026-06-02","cited_by_count":0,"area":null},{"id":"2608.09483","title":"Hierarchical rank-evolving representation for physics-informed neural networks","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2610.03303","title":"S$^{2}$-PINN: Stochastic Separable Physics-Informed Neural Networks","created":"2026-10-02","cited_by_count":0,"area":null},{"id":"2610.04212","title":"FTD-GNO: Memory-Efficient Graph Neural Operators through Functional Tensor Decomposition of the Kernel","created":"2026-10-03","cited_by_count":0,"area":null}],"next_cursor":null}