victorich79's Stars
omniscientoctopus/Physics-Informed-Neural-Networks
Investigating PINNs
pantale/abaqusVumat
VUMAT for the Abaqus Explicit software
oleksiyskononenko/mlfem
Deep Learning and Finite Element Method for Physical Systems Modeling
TML-Gatech/DL_Stress_TAA
irfancn/Abaqus-VUMAT-Johnson-Cook
irfancn/Abaqus-VUMAT-Gurson_GTN
Numerical impementation of the Gurson model with GTN modification.
zhenguonie/stress_net
Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks
marcin-laskowski/Stress-Distribution-with-Deep-Learning
A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis
fsahli/fractal-tree
Creates a 3D fractal tree on a given surface discretized by triangles.
irfancn/Abaqus-VUMAT-elastic_damage
Abaqus VUMAT subroutine for the linear elastic materials with damage based on von mises stress for explicit analysis.
zhenguonie/2020_StressGAN
fsahli/EikonalNet
irfancn/Abaqus-UMAT-viscoelastic
Abaqus UMAT subroutine for viscoelastic model (Voigt) for implicit analysis.
irfancn/Abaqus-VUMAT-viscoelastic
Abaqus VUMAT subroutine for viscoelastic model (Voigt) for explicit analysis.
mattoverby/admm-elastic-sca
ADMM ⊇ Projective Dynamics: Fast Simulation of General Constitutive Models
Hillgaertner/CANN
Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials
ucdavis-kanvinde-group/abaqus-pso-calibration
Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization
Sompote/Constitutive-Model
Mohr Coulomb Model
BAMresearch/fenics-constitutive
Complex constitutive models beyond the FEniCS UFL.
snousias/avatree
This paper presents AVATREE, a computational modelling framework that generates Anatomically Valid Airway tree conformations and provides capabilities for simulation of broncho-constriction apparent in obstructive pulmonary conditions. Such conformations are obtained from the personalized 3D geometry generated from computed tomography (CT) data through image segmentation. The patient-specific representation of the bronchial tree structure is extended beyond the visible airway generation depth using a knowledge-based technique built from morphometric studies. Additional functionalities of AVATREE include visualization of spatial probability maps for the airway generations projected on the CT imaging data, and visualization of the airway tree based on local structure properties. Furthermore, the proposed toolbox supports the simulation of broncho-constriction apparent in pulmonary diseases, such as chronic obstructive pulmonary disease (COPD) and asthma. AVATREE is provided as an open-source toolbox in C++ and is supported by a graphical user interface integrating the modelling functionalities. It can be exploited in studies of gas flow, gas mixing, ventilation patterns and particle deposition in the pulmonary system, with the aim to improve clinical decision making.
xiaoh/constitutive-neural-networks
Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME
irfancn/Abaqus-VUMAT-elastic
Abaqus VUMAT subroutine for the linear elastic materials for explicit analysis.
williammora1984/UMAT_GTN
tajtac/Anisotropic_NN_UMAT
Neural Network (NN) based anisotropic material model with an Abaqus UMAT implementation
C-SWARM/gcm
Generalized Constitutive Model
jpdomann/Nonlinear-Constitutive-Modeling
Nonlinear constitutive modeling of a magnetic material using Boltzman statistics
JMC-biomed/1D-Hyperelastic-Haemodynamics
Supplementary code for the journal article entitled 'A framework for incorporating 3D hyperelastic vascular wall models in 1D blood flow simulations', published in 'Biomechanics and Modeling in Mechanobiology'
irons-l/arterialsignaling
MATLAB codes for a logic-based model of arterial wall signaling, which accompany the article: Irons L., & Humphrey, J. D. (2020). `Cell signaling model for arterial mechanobiology.' PLOS Computational Biology.
Kylefc64/Bone_Mechanobiology
MATLAB code adapted and written during my summer 2016 research at Cornell University
rursvd/pynumerical2
Python programs for numerical methods with Python