Pinned Repositories
ABAQUS_NN
AnisEulerSC
Automation-ABAQUS-script-for-structure-bandgap-Computation
Large scale computing for optimization to find the stuructre with best bandgap for vibration control
chebpy
Spectral Methods in Python
Cohesive-insert
Insert cohesive element
CompDam_DGD
CPFEM-VUMAT
Crystal plasticity finite element code, VUMAT file for Abaqus
CPFFT_Def_Twin_Analysis
Analysis scripts and raw stress data for CP-FFT twin transmission simulations
cracks
pfm-cracks: A Finite Element code for crack propagation
MTEX2Gmsh2DYNA3d
3D polycrystal meshes with 2D EBSD info by using my function, MTEX and MTEX2Gmsh.
zanxiaodong's Repositories
zanxiaodong/ABAQUS_NN
zanxiaodong/Automation-ABAQUS-script-for-structure-bandgap-Computation
Large scale computing for optimization to find the stuructre with best bandgap for vibration control
zanxiaodong/CPFEM-VUMAT
Crystal plasticity finite element code, VUMAT file for Abaqus
zanxiaodong/deepmd-kit
A deep learning package for many-body potential energy representation and molecular dynamics
zanxiaodong/DefDAP
A python library for correlating EBSD and HRDIC data
zanxiaodong/DEM_for_J2_plasticity
A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.
zanxiaodong/elastool
A toolkit for automatic calculation and analysis of elastic constants
zanxiaodong/EVPSC_DV
An Cpp version of EVPSC. Considered dislocation movement and twinning. Modified from Kecheng96/EVPSC_CPP
zanxiaodong/FEM-Book
Source codes and example files for FEM Book by Xiong Zhang
zanxiaodong/FEMcy
a finite element solver based on Taichi, being parallel (CPU/GPU), portable and open-source
zanxiaodong/homopy
Your solution for stiffness problems
zanxiaodong/jax-md
Differentiable, Hardware Accelerated, Molecular Dynamics
zanxiaodong/machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
zanxiaodong/MaterialModels
User material models for Abaqus (UMAT)
zanxiaodong/micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
zanxiaodong/neml2
GPU enabled material modeling and inference library
zanxiaodong/nn-zero-to-hero
Neural Networks: Zero to Hero
zanxiaodong/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)
zanxiaodong/Phase_field_ductile
UMAT subroutine for implementing the phase field model for ductile fracture (Abaqus version 2020 or newer)
zanxiaodong/Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
zanxiaodong/Predict_Nanoindentation_Tip_Wear
Code for Paper "Bridging Fidelities to Predict Nanoindentation Tip Radii Using Interpretable Deep Learning Models"
zanxiaodong/pyLabFEA
Python Laboratory for Finite Element Analysis
zanxiaodong/pymks
Materials Knowledge System in Python
zanxiaodong/PythonRobotics
Python sample codes for robotics algorithms.
zanxiaodong/raccoon
Massively parallel FEM code for phase-field for fracture by Dolbow Lab at Duke University
zanxiaodong/research-method
论文写作与资料分享
zanxiaodong/SCMM-hypo
SIMLab Crystal Mechanics model - Hypoelastic formulation (SCMM-Hypo)
zanxiaodong/spparks
SPPARKS Kinetic and Metropolis Monte Carlo simulator
zanxiaodong/UMAT_anisotropic_damage
Files associated with manuscript: Anisotropic damage model for collagenous tissues and its application to model fracture and needle insertion mechanics
zanxiaodong/welding_dflux_subroutine
Plugin for abaqus to generate user subroutines in welding and Additive Manufacturing modeling