ZhihangXu

zhihangxu.github.io

DeepRitzMethod

RBniCS

RBniCS - reduced order modelling in FEniCS

DAS

DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations

MultiscalePINNs

PINNsNTK

chebfun

Chebfun: numerical computing with functions.

pde-surrogate

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

Meshfree-data-DeepRitz

A demo for my DeepRitz method, especially for high contrast problem.

Scientific-computing-paper

cs231n.github.io

Public facing notes page

Tutorial_BayesianInverseProblem

Stein-Variational-Gradient-Descent

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

awesome-deep-learning-papers

The most cited deep learning papers

adaptive-f-divergence

A tensorflow implementation of the NIPS 2018 paper "Variational Inference with Tail-adaptive f-Divergence"

TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow