A Python-Based Elliptic Solver in Axisymmetry
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Updated
Jun 29, 2017 - Python
A Python-Based Elliptic Solver in Axisymmetry
This is a wave equation solver in spherical symmetry that demonstrates the use of parity-limited Chebyshev polynomials
Codes to solve a scalar wave equation using spacetime discretization methods.
Fast and flexible two- and three-point correlation analysis for time series using spectral methods.
A simple implementation of the paper "Multitask Spectral Learning of Weighted Automata" by Rabusseau et al.
Under the supervision of Prof. Matthew Browning, I was tasked to study the creation of a spectral solver for Boussinesq approximated fluid dynamics and then, using Dedalus, to study the effects of rotation and stratification on turbulent convection.
Implementation of Directional Graph Networks in PyTorch and DGL
Fourier-Hermite Galerkin method applied to the Vlasov-Poisson equation
Physically-informed model discovery of systems with nonlinear, rational terms using the SINDy-PI method. Contains functionality for spectral filtering/differentiation.
Fluid dynamics equations solvers. Mainly focused around the Navier-Stokes equations
ManifoldEM Python suite
Spectral clustering, RBF kernels, and hyperparameter optimization on non-radial data are used to cluster data that gives traditional k-means difficulty.
[NeurIPS'21] Shape As Points: A Differentiable Poisson Solver
Software implementation for paper Heuristic Analysis of Manifolds from Simulated Cryo-EM Ensemble Data
Investigating the effect of surfactants on superhydrophobic surfaces using spectral methods as a UROP project with Dr Michael Mayer
PySpectral is a Python package for solving the partial differential equation (PDE) of Burgers' equation in its deterministic and stochastic version.
Runge-Kutta adaptive-step solvers for nonlinear PDEs. Solvers include both exponential time differencing and integrating factor methods.
A Python program that computes the electronic densities and binding energies for isolated neutral atoms from an orbital-free density functional scheme based on polymer self-consistent field theory.
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