alirezaafzalaghaei / fKANLinks
Implementation of Fractional Kolmogorov-Arnold Network (fKAN)
☆26Updated 6 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.☆38Updated last year
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆38Updated 8 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆106Updated 9 months ago
- ☆16Updated last year
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆35Updated last year
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆15Updated 3 months ago
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆27Updated 3 months ago
- U-Net architecture with Kolmogorov-Arnold Convolutions (KA convolutions)☆40Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆130Updated 11 months ago
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆22Updated last year
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆38Updated last month
- ☆11Updated last year
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆15Updated last year
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Updated last year
- [AAAI 2023] Physics-Informed Cell Representations☆35Updated 2 years ago
- ☆26Updated 7 months ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆57Updated 3 weeks ago
- ☆94Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆65Updated 3 months ago
- C++ and Cuda ops for fused FourierKAN☆80Updated last year
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆25Updated 8 months ago
- Fast Convolutional KAN☆61Updated last year
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆15Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆35Updated last year
- Benchmarking and Testing FastKAN☆80Updated last year
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆27Updated 5 months ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆23Updated 8 months ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago