alirezaafzalaghaei / fKANLinks
Implementation of Fractional Kolmogorov-Arnold Network (fKAN)
☆26Updated 7 months ago
Alternatives and similar repositories for fKAN
Users that are interested in fKAN are comparing it to the libraries listed below
Sorting:
- Implementation of Rational Kolmogorov-Arnold Network (rKAN)☆15Updated last year
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆39Updated last year
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆38Updated 9 months ago
- ☆16Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆106Updated 9 months ago
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Updated last year
- U-Net architecture with Kolmogorov-Arnold Convolutions (KA convolutions)☆40Updated last year
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆35Updated last year
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆22Updated last year
- ☆95Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆35Updated last year
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆27Updated 3 months ago
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆37Updated last month
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆15Updated 3 months ago
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆40Updated 2 months ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆57Updated last month
- ☆11Updated last year
- Benchmarking and Testing FastKAN☆81Updated last year
- ☆43Updated last year
- Implementation of "Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains" by Tancik et al.☆100Updated last week
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- C++ and Cuda ops for fused FourierKAN☆80Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆130Updated 11 months ago
- ☆15Updated last week
- Deep Learning - Predicting using Neural Ordinary Differential Equations - torchdiffeq.☆15Updated 4 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆15Updated 11 months ago
- [AAAI 2023] Physics-Informed Cell Representations☆35Updated 2 years ago
- The code is associated with the paper entitled "KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamica…☆33Updated 3 weeks ago
- ☆28Updated last year
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆23Updated 8 months ago