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Training-Validation-Testing Dataset for "Real-Time Prediction of Thermal Hist...
This repository provides a comprehensive dataset for the development and evaluation of deep learning models aimed at real-time prediction of thermal history and resulting... -
Trained LSTM Ensemble Models for "Real-Time Prediction of Thermal History and...
This archive contains three sets of trained LSTM ensemble models for surrogate-based thermal history prediction during laser powder bed fusion (PBF-LB/M) of 42CrMo4 steel. Each... -
Code Repository for "Real-Time Prediction of Thermal History and Hardness in ...
A PyTorch LSTM model that predicts the thermal history of individual measurement points during laser powder bed fusion (PBF-LB/M) additive manufacturing. The model uses... -
Copy of: Residual Stress in Induction Hardened Cylinders
The main aim of this project is to measure the residual stress profile for induction hardened steel samples (steel grade 42CrMo4) and verify the existence of a tensile stress...
