leixinma Goto Github PK

ai-feynman

applied-deep-learning

Applied Deep Learning

augmented-neural-odes

Pytorch implementation of Augmented Neural ODEs :sunflower:

bayesian-regression-methods

Relevance Vector Machine, Bayesian Regression, Automatic Relevance Determination

blackjack

Applying Reinforcement Learning to Blackjack

coherentstructures

Bayesian Optimization to identfy coherent structures in Turbulent boundary layers

continuous-blackjack

Continuous Blackjack is a variant of the classic poker game blackjack. In this project, we computed the Nash Equilibrium; developed a model-free strategy, and employed reinforcement learning techniques in the game.

data-driven-discretization-1d

Code for "Learning data-driven discretizations for partial differential equations"

deep-flow-prediction

A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning

deep-image-prior-cfd

devportfolio

A lightweight, customizable single-page personal portfolio website template built with JavaScript and Sass

diff_pd_public

dominant-balance

Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)

dt-avt

Digital Thread Analysis and Visualization Tool

dualsphysics

C++/CUDA/OpenMP based Smoothed Particle Hydrodynamics (SPH) Solver

gnnpapers

Must-read papers on graph neural networks (GNN)

gru-d

Gated Recurrent Unit with a Decay mechanism for Multivariate Time Series with Missing Values

home

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

leixinma.github.io

Personal website

lily-pad

Real-time two-dimensional fluid dynamics simulations in Processing. Initiated by Dr G D Weymouth:

lime

Lime: Explaining the predictions of any machine learning classifier

masis-research-group

metamech

Design of mechanical metamaterials in python3 and C

mo-padgan

Multi-Objective Performance augmented Diverse Generative Adversarial Network

openfast

Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.

openfv

Open Source Flow Visualization

openmoor

Open source program for simulation of mooring systems in offshore renewable energy

pbbfmm3d

Parallelized BBFMM3D with OpenMP

phire