Pinned Repositories
AMK-MCS-AEFF
an active-learning method for reliability analysis based on multi-fidelity kriging model
custom_FERUM
Customized FERUM (Finite Element Reliability Using Matlab)
DeepLearningPython
neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support
easy-algorithm-interview-and-practice
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
lihang-code
《统计学习方法》的代码实现
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
MatlabStan
Matlab interface to Stan, a package for Bayesian inference
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
predict-remaining-useful-life
Predict remaining useful life of a component based on historical sensor observations using automated feature engineering
Summersyz's Repositories
Summersyz/bayesian-inference-tutorial
A tutorial on Bayesian inference to identify material parameters in solid mechanics
Summersyz/Bayesianneuralnetworks-MCMC-tutorial
Bayesian neural networks via MCMC: tutorial
Summersyz/composites
Methods to calculate composite plate properties
Summersyz/computational-mechanics
Notebooks and documents to build Computational Mechanics course
Summersyz/CUQIpy
Summersyz/dolfinx_materials
dolfinx_materials is a Python add-on package to the dolfinx interface to the FEniCSx project. It enables the user to define complex material constitutive behaviours which are not expressible using classical UFL operators
Summersyz/DRAGen
DRAGen RVE Generator
Summersyz/engineering-dynamics
Notebooks and documents to build Applied Mechanics II (Dynamics) course
Summersyz/engineers-forum
This is the central repository to post all the queries regarding labs and experiments.
Summersyz/ExtremeSparsificationConstitutiveLaws
Summersyz/filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
Summersyz/GNN_ElasticModulus_Prediction
Application of Graph Neural Networks to predict material properties from their microstructures.
Summersyz/hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Python, C++, Java, C#, Go, Swift, JS, TS, Dart, Rust, C, Zig 等语言。English edition ongoing
Summersyz/joss
The Journal of Open Source Software
Summersyz/material_mechanics
The "Material Mechanics" package contains tools needed in the analysis of the mechanics of materials, including fiber reinforced materials and laminates.
Summersyz/Micropolar_PDDO_Code
The code is for implementing fracture behavior of micropolar continuum with peridynamic differential operator method.
Summersyz/NASTRAN-95
Summersyz/panels
Semi-analytical modeling of plates, shells, stiffened panels, single or multi-domain
Summersyz/Particle-Filter-based-Prognostics-Algorithm
Python implementation of the paper titled - "Prognostics 101: A tutorial for particle filter-based prognostics algorithm using Matlab"
Summersyz/pdreview
A review of peridynamic theory and nonlocal operators along with their computer implementations
Summersyz/Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
Summersyz/pretrained-microscopy-models
Summersyz/PyBaMM
Fast and flexible physics-based battery models in Python
Summersyz/PyDRex
Simulate crystallographic preferred orientation evolution in polycrystals
Summersyz/Remaining-Useful-Life-Estimation-Variational
Summersyz/SFRC-DataAugmentation
Summersyz/SimEGNN
Summersyz/SolidMechanics
Course material for linear continuum mechanics
Summersyz/taichi_elements
High-performance multi-material continuum physics engine in Taichi
Summersyz/vimrc
The ultimate Vim configuration (vimrc)