Phelixh
Eager to learn. Experienced with enthusiasm. Driven to succeed.
Wuhan University of TechnologyWuhan
Pinned Repositories
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's Repositories
Phelixh/PRE
Phelixh/annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Phelixh/awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
Phelixh/BCP-GA-CRO
Phelixh/DVT
Dendritic Learning-incorporated Vision Transformer for Image Recognition
Phelixh/fKAN
Implementation of Fractional Kolmogorov-Arnold Network (fKAN)
Phelixh/fourier-mionet-gcs
Fourier-enhanced multiple-input neural operators
Phelixh/giotto-tda
A high-performance topological machine learning toolbox in Python
Phelixh/gymRL
基于gym的pytorch深度强化学习(DRL)(PPO,PPG,DQN,SAC,DDPG,TD3等算法)
Phelixh/LAEA
Phelixh/ldc
The LLVM-based D Compiler.
Phelixh/llm-colosseum
Benchmark LLMs by fighting in Street Fighter 3! The new way to evaluate the quality of an LLM
Phelixh/LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Phelixh/MAR3D
A Novel 3d Neural Network for Brain Age Estimation
Phelixh/mixed-precision-sciml
Mixed precision scientific machine learning
Phelixh/MTree
Phelixh/pennylane
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.
Phelixh/pinn-macro-finance
Deep learning for solving and estimating dynamic macro-finance models
Phelixh/pinn-thrombus-mri
Transfer learning on PINNs for tracking hemodynamics
Phelixh/Pkmer-Math
基于Obsidian共建数学知识库
Phelixh/ppnn
PDE Preserved Neural Network
Phelixh/Quantum-KAN
Phelixh/Research-on-Solving-Partial-Differential-Equations-of-Solid-Mechanics-Based-on-PINN
This is the code of my master thesis.
Phelixh/rufus
The Reliable USB Formatting Utility
Phelixh/SigKAN
Phelixh/siwei-io.github.io
siwei.io static content, rendered by hugo and hugo-doit.
Phelixh/TKAT
Temporal Kolmogorov-Arnold Transformer
Phelixh/toyamaailab.github.io
Phelixh/typst
A new markup-based typesetting system that is powerful and easy to learn.
Phelixh/U-KAN
[ArXiv' 24] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation