Phelixh

2021SURF

This is the SURF program, using PINN to deal with the pressure field of subsurface flow, which is governed by Darcy equation. The DNN framework is based on Physics Informed Deep Learning (Part I): Data-driven Solutions of Nonlinear Partial Differential Equations by Maziar Raissi, Paris Perdikaris, and George Em Karniadakis.

2023-Big-Data-Driven-Artificial-Intelligence

3DFNO_GCS

This repo contains the code of using FNO for fast modeling of large-scale geological carbon storage

aata

Public repository for Abstact Algebra Theory and Applications

academic-kickstart

Personal website made user Academic & Hugo, hosted on Netlify

adahessian

ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

Adaptive-Information-Dynamic-Model

adversarial_reisz

Adversarial estimation of Reisz representers

AI-Aristotle

Phelixh.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Phelixh/cs267

ucb cs267

Phelixh/DLADA

A deep-learning based workflow for subsurface data assimilation and prediction

Phelixh/hk

Phelixh/PINN-COVID

PINN-COVID analyzes a plurality of epidemiological models through the lens of physics-informed neural networks (PINNs).

Phelixh/PhyDLI

Phelixh/reservoir

Implementation of a reservoir computer

Phelixh/Linear-Algebra-and-Its-Applications-notes

《线性代数及其应用》笔记

Phelixh/EEGdenoiseNet

EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comparing the performance across different models.

Phelixh/KITTI-velodyne-viewer-matlab

KITTI point cloud viewer with 3D Box realized by Matlab. At the same time, I realize the point-cloud car detection by DL. You just need to click the mouse once then the results got.

Phelixh/Python-Programming-and-Numerical-Methods-A-Guide-for-Engineers-and-Scientists--SOLUTIONS

Phelixh/NNPhD-github

Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)

Phelixh/brainkernel

Phelixh/OxiWear

This repo contains analysis and plotting code written for optimizing power consumption while retaining signal fidelity for blood oxygenation (SpO2) data.

Phelixh/Fourier-2dLine-drawing

傅里叶变换画曲线图

Phelixh/RTRMC

Low-rank matrix completion code from 2011 and 2015 papers

Phelixh/multiorder_Laplacian

Code to compute the multiorder Laplacian of a hypergraph, as well as associated Laplacians at each order.

Phelixh/cageo2021_PhyDLI

Phelixh/emotionCF

A package to perform collaborative filtering on emotion datasets.

Phelixh/Multitask-Learning

Awesome Multitask Learning Resources

Phelixh/stroke-controllable-fast-style-transfer

Code and data for paper: https://arxiv.org/abs/1802.07101

Phelixh/plot_simplicial_complex

Functions to plot a simplicial complex from a networkx Graph, built by promoting cliques to higher-order simplices.

Phelixh/scut-thesis

华南理工大学学位论文 Latex/Lyx 模板----latex for SCUT thesis

Phelixh/MTH_5500

S. Shreve, Stochastic Calculus for Finance. Course notes and code assignments.

Phelixh/Social-Network-Analysis

This is the repository for the paper "A social network analysis of collaborative governance for the food-energy-water nexus in Phoenix, Arizona, USA."

Phelixh/aipoincare

Counting the number of conservation laws from trajectory data

Phelixh/CEC2013

2013 IEEE CEC Competition on Niching Methods for Multimodal Optimization

Phelixh/statsr

Companion package for the Coursera Statistics with R specialization

Phelixh/tikz-network

A tool to visualize complex networks in LaTeX

Phelixh/Project-SDE

Numerical Solution of Geometric Brownian Motion -- Numerical Analysis

Phelixh/books

Digital some old math books and build as ebook