Papers matching “microstructure prediction” 249
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Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations -
Prediction of the microstructure of cold-compacted Astaloy 85Mo with deep generative models2024 Computational Materials Science article Engineering Powder Metallurgy Techniques and Materials Open access
Oliver Schenk, Marco Becker, Yuanbin Deng, Philipp Niemietz, Thomas Bergs, Christoph Broeckmann
6citations -
Microstructure-Specific Lifetime Prediction Method for Heavy-Section Castings Based on Non-Destructive Measurements During Fatigue Testing2025 International Journal of Metalcasting article Engineering Fatigue and fracture mechanics Open access
Felix M. Weber, Fabian Weber, Tobias Sedlatschek, Alexander Bezold, Christoph Broeckmann, Peter H. Starke
0citations -
Microstructure-Specific Lifetime Prediction Method for Heavy-Section Castings Based on Non-Destructive Measurements During Fatigue Testing2025 International Journal of Metalcasting article Engineering Fatigue and fracture mechanics Open access
Felix Weber, Fabian Weber, Tobias Sedlatschek, Alexander Bezold, Christoph Broeckmann, Peter H. Starke
1citations -
Convolutional neural networks for additively manufactured hot work steel H11: classification and prediction of mechanical properties2025 The International Journal of Advanced Manufacturing Technology article Materials Science Machine Learning in Materials Science Open access
Iris Raffeis, Michael Rom, Frank Adjei-Kyeremeh, Andreas Bührig–Polaczek
4citations -
A Simulative Approach for the Prediction of Mesoscale Residual Stress Fields in Solution‐Strengthened Ferritic Ductile Iron2025 Advanced Engineering Materials article Engineering Microstructure and Mechanical Properties of Steels Open access
Lutz Horbach, Oliver Schenk, Valérian Iss, Ali Rajaei, Jiali Zhang, Felix Weber, +1 more
2citations -
Model framework for the simulation of microstructure and yield stress during aging of industrial Al-Mg-Si aluminum alloys2020 Procedia Manufacturing article Engineering Aluminum Alloy Microstructure Properties Open access
F. Christian Wagner, Christian Bollmann, Thiemo Brüggemann, Stephan Hojda, Marco Teller, Gerhard Hirt
3citations