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Papers matching “data-driven material modeling” 10

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Computational homogenization and data-driven surrogate modeling of mechanical metamaterials
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Cellular and Composite Structures Open access

Hooman Danesh

0

citations
Stochastic and deterministic algorithms for set-based data-driven computational mechanics
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

E. Prume

0

citations
Data-driven methods for accelerating microstructure-property analysis in metallic materials
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Machine Learning in Materials Science Open access

Zhang Chen

0

citations
Data-based residence time estimation for continuous process data series based on the example of a sinter plant for the prediction of return fines
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Iron and Steelmaking Processes Open access

Emanuel Kashi Thienpont

0

citations
Investigation of hybrid modeling approaches for quality predictions in the injection molding process
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Injection Molding Process and Properties Open access

Manuel Wenzel

0

citations
A multitask latent space learning framework for modeling and inversion of structure–property relationships
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Machine Learning in Materials Science Open access

Tarek Iraki

0

citations
Microstructure-informed mechanics and fracture behavior of open-porous materials
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Composite Material Mechanics Open access

Rajesh Chandrasekaran

1

citations
Machine learning based computer vision in fracture surface evaluation
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Fatigue and fracture mechanics Open access

Johannes Rosenberger

0

citations
Datenbasierte Parameteroptimierung der Zellfinalisierung durch maschinelles Lernen im Produktionshochlauf in der Batterieproduktion
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Battery Technologies Research Open access

Sarah Wennemar

0

citations
Inverse deep learning raytracing for scalable heliostat surface prediction
2026 RWTH Publications (RWTH Aachen) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Jan Pascal Lewen

0

citations

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