Herschel Phoon's repositories
FerreiraCodes_Improved
Improved version of the codes accompanying the book "A. J. M. Ferreira, MATLAB Codes for Finite Element Analysis: Solids and Structures, Springer, 2008"
Gaussian-Process-based-Model-Predictive-Control
Project for the course "Statistical Learning and Stochastic Control" at University of Stuttgart
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
PrepAbaqus
A preprocessor for finite element analysis using Matlab, which imports model information from Abaqus *.inp files.
cam_clay_element
Matlab scripts to simulate a soil element using the Modified Cam Clay model, handling both stress increments and strain increments by D-matrices.
EE-UQ
Earthquake Engineering Application With Uncertainty Quantification
ERD2
Earthquake Responses prediction using Deep learning and Database
FASTTool
NREL FASTv8, with MATLAB GUI and Simulink integration
fem_mesh_matlab
MATLAB Toolbox for Handling 2D and 3D FEM Meshes
Ferroelectric-Phasefield
The phase field code of simulation about reversible domain switch phenomena in ferroelectric material.
fgplvm
Faster GP-LVM software in MATLAB.
FLORISSE_M
An exhaustive MATLAB implementation of the steady-state FLORIS wind farm model
gaussqr
Tools for computation with positive definite kernels (RBFs) in approximation, optimization and PDEs
GMGS-3D
A Geometric Multigrid Solver for Large-scale Static Finite Element Simulation on 3D Cartesian Mesh
GNLSFEA
Geometrically-Nonlinear Shell Finite Element Analysis
hmc_lin_sys
Companion code to the paper: Practical Bayesian System Identification using Hamiltonian Monte Carlo
ISPS
Ingegneria Sismica e Progettazione Strutturale
lhs-prcc-modified
Modified Matlab/Octave script for LHS-PRCC uncertainty and sensitivity analysis
MATLAB_Hammersley_Sampling_for_Design_of_Experiments_DOE
Hammersley Sampling method For Design of Experiments (DOE) has been implemented in MATLAB
Mote3D_toolbox
Toolbox for particulate microstructure modelling
openFE2
A parallel multi-scale FE2 code based on COMSOL Multi-physics and MATLAB
Signal_Tools
Signal Processing toolbox, including DFT, IDFT, Wavelet, τp transform, HHT. Besides, this repository aslo has other useful functions, such as 1D/2D Convolution, Cross-Correlation, Filtering and Denosing.
Thesis
MATLAB codes shown in the thesis.
Tower
Dynamic analysis of a slender tower under turbulent wind loading
uq-course
Introduction to Uncertainty Quantification
WAKES_SHM
SHM for WTG with wakes