thuchula6792

CLPSO

Comprehensive Learning Particle Swarm Optimization

ACC_of_CFDST_columns_GUI_codes

GLS-ECLPSO

LSSVM-GPU

Python implementation of Least Squares Support Vector Machine for classification on CPU (NumPy) and GPU (PyTorch).

Multifidelity-Digital-Twin-Uncertainty-Quantification

Additive-Manufacturing-DED-Manifold-Learning

Monitoring of direct energy deposition process using deep-net based manifold learning and co-axial melt pool imaging

Additive-Manufacturing-Sensor-Selection-Acoustic-Emission

Sensor selection for process monitoring based on deciphering acoustic emissions from different dynamics of the Laser Powder Bed Fusion process using Empirical Mode Decompositions and Interpretable Machine Learning

AI-Enabled-ILI-System-Integration

Code for hardware-software integration for the In-Line Inspection Prototype

Bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

Bayesian-Optimization-for-Enhancing-Stock-Index-Prediction-Accuracy

A deep learning project on stock index prediction using Gated RNN with TPE-Bayesian optimization for hyperparameter tuning

CNN-for-3D-Shape-Recognition

MVCNN on PyTorch

CTuRBO

A Constrained version of TuRBO, a bayesian optimization algorithm

GPR-ECLPSO

jax-am

Additive manufacturing simulation with JAX.

jax-fem

Differentiable Finite Element Method with JAX

machine-learning-and-Physics-informed-learning

A library for scientific machine learning and physics-informed learning

Machine-learning-for-structural-damage-prediction

基于机器学习算法的结构破坏预测

MMA-Python-Topology-Optimization

Topology Optimization using Convex Polygons

Multi-Agent-Constrained-Policy-Optimisation

Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).

Multifidelity-Tutorial

MultiFidelity_POD

Nonlinear-Plate-Taichi---parallel-CPU-GPU-

a finite element solver based on Taichi, being parallel (CPU/GPU), portable and open-source

point-light-photometric-stereo

point-light photometric stereo for metal surface reconstruction

Python-FE-DIC-library

Python FE-DIC library

Recognize-people-moving-python

基于树莓派的计算机视觉框架部署

Surrogate-Modeling-and-Uncertainty-Quantification

Toolbox-for-ground-motion-record-selection-and-processing

Toolbox for ground motion record selection and processing

Toolbox-for-Risk-Assessment-of-RC-Bridges

Toolbox for Risk Assessment of RC Bridges

VAE_time_series_anomaly_detection

Variational autoencoder for anomaly detection in time-series data

welding_dflux_subroutine

Plugin for abaqus to generate user subroutines in welding and Additive Manufacturing modeling