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Papers matching “structural response prediction” 18

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SPARC: A Computational Framework for Prediction of Infrared Spectra for Zeolitic Catalyst Systems via Machine Learning of Born Effective Charges and Atomic Velocities
2026 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

Hairong Cheng, Huarong Lei, Princy Jarngal, Peirong Chen, Abhishek Khetan

0

citations
Modeling of the microstructural effects on the mechanical response of polycrystals
2021 RWTH Publications (RWTH Aachen) dissertation Materials Science Microstructure and mechanical properties Open access

S. Amir H. Motaman

0

citations
Strain rate dependent formulation of the latent heat evolution of superelastic shape memory alloy wires incorporated in multistory frame structures
2020 Journal of Intelligent Material Systems and Structures article Materials Science Shape Memory Alloy Transformations

Andreas Kaup, Hao Ding, Jinting Wang, Okyay Altay

9

citations
Molecular Mechanics of Disordered Solids
2023 Archives of Computational Methods in Engineering article Materials Science Microstructure and mechanical properties Open access

Franz Bamer, Firaz Ebrahem, Bernd A. Markert, Benjamin Stamm

25

citations
Neural Network Parameter Identification Based Constitutive Modeling of Superelastic Shape Memory Alloys
2021 PAMM article Materials Science Shape Memory Alloy Transformations Open access cited by 1 patent

Andreas Kaup, Niklas Lenzen, Okyay Altay

4

citations
Feedforward neural network-assisted parameter identification and tuning for uniaxial superelastic shape memory alloy models under dynamic loads
2024 Journal of Vibration and Control article Materials Science Shape Memory Alloy Transformations Open access

Niklas Lenzen, Okyay Altay

5

citations
Harnessing the power of quantum chemistry and machine learning for improved synthesis and characterization of functional microgels; 1. Auflage
2025 RWTH Publications (RWTH Aachen) book Materials Science Machine Learning in Materials Science Open access

Thomas Nevolianis

0

citations
Understanding Electro-Chemo-Mechanics in a Ceria-Based Electrolyzer Cell
2025 ECS Meeting Abstracts conference-abstract Materials Science Advancements in Solid Oxide Fuel Cells

Christian Lenser, Denise Ramler, Stefan Kucharski, Luzie Wehner, E. Wessel, Jürgen Malzbender, +6 more

0

citations
Thermo-viscoelastic Modeling of Nonequilibrium Material Behavior of Glass in Nonisothermal Glass Molding
2020 Procedia Manufacturing article Materials Science Glass properties and applications Open access

Anh Tuan Vu, Tim Grunwald, Thomas Bergs

11

citations
A Machine Learning Enabled Image‐data‐driven End‐to‐end Mechanical Field Predictor For Dual‐Phase Steel
2023 PAMM article Materials Science Machine Learning in Materials Science Open access

Binbin Lin, Setareh Medghalchi, Sandra Korte‐Kerzel, Bai‐Xiang Xu

10

citations
An anisotropic thermo-mechanically coupled constitutive model for glass fiber reinforced polyamide 6 including crystallization kinetics
2025 International Journal of Plasticity article Materials Science Polymer crystallization and properties Open access

Marie‐Christine Reuvers, Christopher Dannenberg, Michael Johlitz, Alexander Lion, Stefanie Reese, Tim Brepols

9

citations
Atomistic Understanding of 2D Monatomic Phase‐Change Material for Non‐Volatile Optical Applications
2026 Advanced Science article Materials Science Phase-change materials and chalcogenides Open access

Hanyi Zhang, Xueqi Xing, Junying Zhang, Xueyang Shen, Wen Yan Zhou, Matthias Wuttig, +2 more

1

citations
Predicting Plastic Activity in Disordered Solids via Geometric Measures
2026 PAMM article Materials Science Material Dynamics and Properties Open access

Somar Shekh Alshabab, Zhao Wu, Bernd A. Markert, Franz Bamer

0

citations
Atomistic understanding of two-dimensional monatomic phase-change material for non-volatile optical applications
2025 arXiv (Cornell University) preprint Materials Science Phase-change materials and chalcogenides Open access

Hanyi Zhang, Xueqi Xing, Jiangjing Wang, Yuxin Du, Junying Zhang, Xueyang Shen, +4 more

0

citations
Unusually Distorted Pseudo-Octahedral Coordination Environment Around CoII from Thioether Schiff Base Ligands in Dinuclear [CoLn] (Ln = La, Gd, Tb, Dy, Ho) Complexes: Synthesis, Structure, and Understanding of Magnetic Behavior
2020 Inorganic Chemistry article Materials Science Magnetism in coordination complexes

Dipmalya Basak, Jan van Leusen, Tulika Gupta, Paul Kögerler, Valerio Bertolasi, Debashis Ray

27

citations
Long-term evaluation of plasma electrolytic oxidation (PEO) surface-modified WE43MEO magnesium alloy screws and plates reveals safe and controlled degradation in a 18-month minipig model
2026 Journal of Orthopaedic Translation article Materials Science Magnesium Alloys: Properties and Applications Open access

Alexander Kopp, Henri Kreiker, Heilwig Fischer, Ana Prates Soares, Katharina Schmidt‐Bleek, Georg N. Duda, +5 more

1

citations
Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning
2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access

Shahed Rezaei, Kianoosh Taghikhani, Alexandre Viardin, Reza Najian Asl, Nikhil Vijay Jagtap, David Benjamin Bailly, +7 more

7

citations
In-situ-Impedanzspektroskopie zur Überwachung der Mobilität von Cu-Aktivzentren in Zeolith-Katalysatoren für DeNO$_{x}$ NH$_{3}$-SCR
2020 RWTH Publications (RWTH Aachen) dissertation Materials Science Catalytic Processes in Materials Science Open access

Valentina Rizzotto

0

citations

18 results