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19 search results found

Supply Chain Optimization ⭐ 55

Supply Chain Optimization with Python

Kaggle_mercedes ⭐ 46

The 11th place solution of Mercedes-Benz Greener Manufacturing competition on Kaggle

Deep_learning_for_manufacturing ⭐ 24

Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems

Qiskit Metal To Litho ⭐ 22

From Qiskit Metal to pattern generation to real nanofabrication demo. Here, quantum devices on a chip are patterned via direct-write electron-beam lithography in a nanofabrication facility. Formed & written by Onri Jay Benally.

Pydimension ⭐ 20

Dimensionless learning codes for our paper called "Data-driven discovery of dimensionless numbers and governing laws from scarce measurements".

One Shot Steel Surfaces ⭐ 15

One-Shot Recognition of Manufacturing Defects in Steel Surfaces

Monte Carlo ⭐ 14

Robust Supply Chain Network with Monte Carlo Simulation

Industrial Iot Patterns ⭐ 14

Samples for Industrial IoT Design Patterns

Rl Manufacturing ⭐ 13

Source code for the paper <Joint Control of Manufacturing and Onsite Microgrid System via Novel Neural-Network Integrated Reinforcement Learning Algorithms>

Secom_class_imbalance ⭐ 13

Approaches for the class imbalance problem (in semicondutor manufacturing process line data)

Btp Industry Use Cases ⭐ 10

Key SAP BTP components implemented in the proposed architecture of the BTP for Industries use cases.

Modelmeth ⭐ 8

Shared work of the Modeling Methodology for Smart Manufacturing project

Amlworkshop ⭐ 7

Industry Machine Learning Hackfest Material

Geely Auto Price Prediction Linear Regression ⭐ 6

A Chinese automobile company Geely Auto aspires to enter the US market by setting up their manufacturing unit there and producing cars locally to give competition to their US and European counterparts

Ml Iter Additive ⭐ 6

An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process

Batch Performance Prediction ⭐ 5

Data is being recorded from various condition monitoring sensors in a manufacturing plant. There are hundreds of such sensors which may be impacting the quality of final product which is getting manufactured, hence we can model this problem as a multivariate regression problem.

Decentralized Pandemic Reserve ⭐ 5

A Decentralized Autonomous Medical Reserve that manages national medical resources and supplies in a time of crisis.

Surface Defect Detection In Hot Rolled Steel Strips ⭐ 5

This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted surface, inclusion and scratches. A CNN is trained on the NEU Metal Surface Defects Database which contains 1800 grayscale images with 300 samples of each of the six different kinds of surface defects.

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