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Papers matching “model performance” 12

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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
Towards generalized machine learning models for dislocation image analysis: a parametric based synthetic data approach
2025 JuSER (Forschungszentrum Jülich) dissertation Materials Science Machine Learning in Materials Science Open access

Kishan Govind

0

citations
Density-based phase-field modeling of grain boundary segregation and structural transitions
2025 RWTH Publications (RWTH Aachen) dissertation Materials Science Solidification and crystal growth phenomena Open access

Theophilus Wallis

0

citations
Numerical simulation of rapid-heating-enhanced densification and grain growth during electric current assisted sintering of oxide ceramics
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Advanced ceramic materials synthesis Open access

Shufan Wang

0

citations
Integration and reliable operation of liquid-gated two-dimensional field-effect transistors based on molybdenum disulfide for biohybrid computation
2025 RWTH Publications (RWTH Aachen) dissertation Materials Science 2D Materials and Applications Open access

Animesh Pratap Singh

0

citations
Defect chemistry and ion transport in perovskite oxides probed by atomistic simulations
2025 RWTH Publications (RWTH Aachen) dissertation Materials Science Advancements in Solid Oxide Fuel Cells Open access

Alexander Bonkowski

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
Development of oxidation catalysts for bleaching applications using aerobic oxygen and investigation of the underlying molecular mechanisms
2020 RWTH Publications (RWTH Aachen) dissertation Materials Science Polyoxometalates: Synthesis and Applications Open access

Adam Dzierbinski

0

citations
Investigation and understanding of thermal-atmospheric effects on the long-term behaviour of SOFC cathodes
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Advancements in Solid Oxide Fuel Cells Open access

Ivan Kirillov

0

citations
Autonomous Image Analysis to Accelerate the Discovery and Integration of Energy Materials
2026 JuSER (Forschungszentrum Jülich) dissertation Materials Science Machine Learning in Materials Science Open access

André Colliard-Granero

0

citations
“Plasticity of the structurally related intermetallic phases in the Sm-Co system”
2025 RWTH Publications (RWTH Aachen) dissertation Materials Science Microstructure and mechanical properties Open access

0

citations
Two dimensional materials-based vertical heterojunction devices for electronics, optoelectronics and neuromorphic applications
2021 RWTH Publications (RWTH Aachen) dissertation Materials Science 2D Materials and Applications Open access

Melkamu Belete

0

citations

12 results