spectral-methods 开源项目推荐（189 个）

DedalusProject /dedalus

A flexible framework for solving PDEs with modern spectral methods.

autonomousvision /shape_as_points

[NeurIPS'21]点形：可微泊松求解器

Ceyron /exponax

Efficient Differentiable n-d PDE Solvers in JAX.

spectralDNS /shenfun

用于谱 Galerkin 方法的 Python 高性能计算平台

FourierFlows /FourierFlows.jl

构建快速、可破解的周期域伪谱偏微分方程求解器的工具

cpmech /russell

Rust Scientific Library. ODE, DAE, and PDE solvers. Special functions (Bessel, Elliptic, Beta, Gamma, Erf). Linear algebra. Sparse solvers. Probability distributions. Tensor analysis. Numerical continuation.

Saro00 /DGN

Implementation of Directional Graph Networks in PyTorch and DGL

pmocz /cfd-comparison-python

Comparison of various numerical methods for computational fluid dynamics

cpraveen /chebpy

Spectral Methods in Python

esi-neuroscience /syncopy

Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data

msubhransu /matrix-sqrt

matrix square root and its gradient

MagriLab /KolSol

Pseudospectral Kolmogorov Flow Solver

dataandsignal /libmusic

Fast superresolution frequency detection using MUSIC algorithm

blacksingular /GHRN

[WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhenguang Liu, Huamin Feng, Yongdong Zhang

cornell-zhang /GARNET

GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks

nauaneed /PyDNS

Direct Numerical Simulation of Fluid Flow with IBM Using Python

tpapp /SpectralKit.jl

Building blocks of spectral methods for Julia.

aromanro /DFTQuantumDot

Density Functional Theory with plane waves basis, applied on a 'quantum dot'. Volumetric visualization of orbitals with VTK

miccunifi /SpectralGCD

[ICLR 2026] - Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery

nicholasmr /specfab

Spectral orientation fabric model for polycrystalline materials