bhan5426

low-rank-statfem

Code to accompany low-rank statFEM paper (https://doi.org/10.1016/j.jcp.2022.111261).

podGalerkin

heat

Implementation of the Finite Element Method (FEM) and the Proper Orthogonal Decomposition (POD) to study the heat equation

stat-fem

Python tools for solving data-constrained finite element problems

ula-statfem

Code for Statistical Finite Elements via Langevin Dynamics (https://doi.org/10.1137/21M1463094).

statkdv-paper

Code to accompany "Statistical finite elements for misspecified models" (https://doi.org/10.1073/pnas.2015006118).

book

IGTO

Isogeometric analysis based topology optimization

IGA

Isogeometric analysis code and utilities

model-learning

POD-DL-ROM

Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition. Available on doi.org/10.1016/j.cma.2021.114181.

sfepy

Main SfePy repository

Finite-Volume-Method

Implementation of lid driven cavity solver based on SIMPLE algorithm

2DNSSolver

2D Navier-Stokes Solver for the square cavity flow using the finite-volume method

GA-CFD-MO

Genetic algorithms applied in Computer Fluid Dynamics for multiobjective optimization - Senior Thesis in Mechanical Engineering at the University of Vermont

awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

pymap_elites

map elites python reference implementation

CFDPython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

CISR_NeurIPS20

learning_quadrupedal_locomotion_over_challenging_terrain_supplementary

Supplementary materials for "Learning Locomotion over Challenging Terrain"

poet

Paired Open-Ended Trailblazer (POET) and Enhanced POET

noc-examples-p5.js

Port to p5.js of Nature of Code examples

neat-python

Python implementation of the NEAT neuroevolution algorithm

Frigatebird

AI for autonomous soaring

thermal-soaring

The final thermal soaring code with all parts integrated

map_elites_hexapod_v2

MAP-Elites code for hexapod experiments

Cubism

Distributed block-structured grid processing library

DL-ROM

Deep Learning for Reduced Order Modelling

PINN-laminar-flow

Physics-informed neural network for solving fluid dynamics problems

Topology-Optimization

Topology optimization based on the Moving Node Approach using EFG or FEM methods.