zzzz's repositories
Automation-ABAQUS-script-for-structure-bandgap-Computation
Large scale computing for optimization to find the stuructre with best bandgap for vibration control
deepmd-kit
A deep learning package for many-body potential energy representation and molecular dynamics
DefDAP
A python library for correlating EBSD and HRDIC data
DEM_for_J2_plasticity
A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.
elastool
A toolkit for automatic calculation and analysis of elastic constants
eulerangles
simplify the handling of large sets of Euler angles in Python
EVPSC_DV
An Cpp version of EVPSC. Considered dislocation movement and twinning. Modified from Kecheng96/EVPSC_CPP
FEM-Book
Source codes and example files for FEM Book by Xiong Zhang
FEMcy
a finite element solver based on Taichi, being parallel (CPU/GPU), portable and open-source
God-Of-BigData
专注大数据学习面试，大数据成神之路开启。Flink/Spark/Hadoop/Hbase/Hive...
homopy
Your solution for stiffness problems
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
neml2
GPU enabled material modeling and inference library
nn-zero-to-hero
Neural Networks: Zero to Hero
Phase-field-modelling-of-corrosion
Code: A phase field formulation for dissolution-driven stress corrosion cracking (https://doi.org/10.1016/j.jmps.2020.104254)
Phase_field_ductile
UMAT subroutine for implementing the phase field model for ductile fracture (Abaqus version 2020 or newer)
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
Predict_Nanoindentation_Tip_Wear
Code for Paper "Bridging Fidelities to Predict Nanoindentation Tip Radii Using Interpretable Deep Learning Models"
pyLabFEA
Python Laboratory for Finite Element Analysis
pymks
Materials Knowledge System in Python
PythonRobotics
Python sample codes for robotics algorithms.
pytransform3d
3D transformations for Python
raccoon
Massively parallel FEM code for phase-field for fracture by Dolbow Lab at Duke University
research-method
论文写作与资料分享
SCMM-hypo
SIMLab Crystal Mechanics model - Hypoelastic formulation (SCMM-Hypo)
UMAT_anisotropic_damage
Files associated with manuscript: Anisotropic damage model for collagenous tissues and its application to model fracture and needle insertion mechanics
welding_dflux_subroutine
Plugin for abaqus to generate user subroutines in welding and Additive Manufacturing modeling
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow