sumitsinha / Deep_Learning_for_Manufacturing
Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems
☆43Updated 2 years ago
Alternatives and similar repositories for Deep_Learning_for_Manufacturing
Users that are interested in Deep_Learning_for_Manufacturing are comparing it to the libraries listed below
Sorting:
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆70Updated 3 years ago
- Digital twins in machining process by Generative Adversarial Nets☆46Updated 6 years ago
- Code to reproduce the results from the paper "Continual Learning of Neural Networks for Quality Prediction in Production using Memory Awa…☆14Updated 4 years ago
- Deep LSTM for highly nonlinear system modeling☆55Updated 5 years ago
- This repository contains the scripts and preprocessed data to recreate the figures and results presented in the paper: A Comprehensive Re…☆36Updated 2 years ago
- Genetic Algorithm for Neural Network Architecture and Hyperparameter Optimization and Neural Network Weight Optimization with Genetic Alg…☆13Updated 6 years ago
- Hands-on tutorial for implementing Physics Informed Neural Networks in Pytorch☆40Updated 3 weeks ago
- ☆22Updated 3 years ago
- ☆45Updated 2 years ago
- A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269☆43Updated 7 years ago
- Physics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication☆17Updated 3 years ago
- Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To pr…☆45Updated 2 years ago
- Deep Learning applied to predictive maintenance use cases☆36Updated 5 years ago
- Anamoly Detection with Autoencoders - Credit Card Fraud Case☆16Updated 4 years ago
- Bayesian calibration using Tensorflow Probability☆34Updated 6 years ago
- SHMnet: Condition Assessment of Bolted Connection with Beyond Human-level Performance☆13Updated 5 years ago
- ☆42Updated 4 years ago
- Code for paper "Anomaly Detection of Wind Turbine Time Series using Variational Recurrent Autoencoders."☆14Updated 3 years ago
- A hands-on tutorial on supervised learning with Gaussian processes☆36Updated 5 years ago
- This is the repository for the ManufacturingNet project.☆12Updated 11 months ago
- Deep Learning application to the partial differential equations☆30Updated 7 years ago
- This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and…☆27Updated 2 years ago
- This repository contains example of keras-tcn on easy way.☆57Updated 4 years ago
- Machinery data, made easy. Easily download and prepare common industrial datasets.☆23Updated last year
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆11Updated 6 months ago
- PCA and DBSCAN based anomaly and outlier detection method for time series data.☆47Updated 6 years ago
- ☆34Updated last year
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 7 years ago
- Python scripts for physics-informed neural networks for corrosion-fatigue prognosis☆40Updated 2 years ago
- ☆14Updated 7 years ago