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Papers matching “physical computing” 50

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Mechanistic machine learning for metamaterial fatigue strength design from first principles in additive manufacturing
2024 Materials & Design article Materials Science Machine Learning in Materials Science Open access

Mustafa Awd, Lobna Saeed, Sebastian Münstermann, Matthias G.R. Faes, Frank Walther

10

citations
Machine learning based prediction of the corrosion behaviour of biodegradable magnesium alloys with PEO coatings
2023 PAMM article Materials Science Magnesium Alloys: Properties and Applications

Dawei Zhang, Songyun Ma, Bernd A. Markert

9

citations
Machine Learning in Quantum Sciences
2025 Cambridge University Press eBooks book Materials Science Machine Learning in Materials Science

Anna Dawid, Julian Arnold, Borja Requena, Alexander Gresch, Marcin Płodzień, Kaelan Donatella, +23 more

7

citations
Machine Learning-based estimation and explainable artificial intelligence-supported interpretation of the critical temperature from magnetic ab initio Heusler alloys data
2023 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access

Robin Hilgers, Daniel Wortmann, Stefan Blügel

4

citations
Finite element implementation of novel low-order continuum models for the dynamics of a mass-in-mass lattice with long-range interactions: A discrete-continuum-discrete approach
2026 Journal of Sound and Vibration article Materials Science Nonlocal and gradient elasticity in micro/nano structures Open access

Francisco Gómez-Silva, Igor V. Andrianov

2

citations
Coarse-grained physics-based modelling for tape casting of fuel-electrode supports in Solid Oxide Cells
2025 Journal of Power Sources article Materials Science Advancements in Solid Oxide Fuel Cells Open access

Tan Le Dinh, Mohammed Alabdali, Franco M. Zanotto, Hartmut Schlenz, Norbert Heribert Menzler, Olivier Guillon, +1 more

1

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
Contactless Spin Switch Sensing by Chemo‐Electric Gating of Graphene
2020 Advanced Materials article Materials Science Graphene research and applications Open access cited by 4 patents

Erik P. van Geest, Kh. Shakouri, Wangyang Fu, Vincent Robert, Viorica Tudor, Sylvestre A. Bonnet, +1 more

50

citations
Predicting localised corrosion and mechanical performance of a PEO surface modified rare earth magnesium alloy for implant use through in-silico modelling
2023 Bioactive Materials article Materials Science Magnesium Alloys: Properties and Applications Open access

Kerstin van Gaalen, Conall Quinn, Marek Weiler, Felix Gremse, Felix Benn, P.E. McHugh, +2 more

19

citations
OptiMic: A tool to generate optimized polycrystalline microstructures for materials simulations
2021 SoftwareX software-paper Materials Science Microstructure and mechanical properties Open access

Prince Henry Serrao, Stefan Sandfeld, Aruna Prakash

13

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
Objectivity and accuracy enhancement within ANN‐based multiscale material modeling
2023 PAMM article Materials Science Machine Learning in Materials Science Open access

Yousef Heider, WaiChing Sun

3

citations
AI‐Based Segmentation for Corrosion Risk Prediction in Carline Designs
2024 Materials and Corrosion article Materials Science Corrosion Behavior and Inhibition

Marcel Gollé‐Leidreiter, Konstantin Kapfer, Andreas Mittelbach, Julia Kowalski

2

citations
Geometrical fingerprints of shear transformation zones in network glasses
2025 Communications Materials article Materials Science Glass properties and applications Open access

Franz Bamer, Zhao Wu, Somar Shekh Alshabab, Maximilian Reihn, Benjamin Stamm

1

citations
Eu- and Tb-adsorbed Si3N4 and Ge3N4:Tuning the colours with one luminescent host
2021 ChemRxiv preprint Materials Science Luminescence Properties of Advanced Materials Open access

Cordula Braun, Liuda Mereacre, Zheng Chen, Adam Slabon, David Vincent, Xavier Rocquefelte, +1 more

0

citations
Photonics with phase-change materials: theoretical and computational perspectives
2025 Active Photonic Platforms (APP) conference-abstract Materials Science Phase-change materials and chalcogenides

Dmitry N. Chigrin

0

citations
Women in Emerging Organic and Hybrid Electronic Materials and Interfaces
2025 Advanced Electronic Materials editorial Materials Science Conducting polymers and applications Open access

Francesca Santoro, Thuc‐Quyen Nguyen, Luisa Petti

0

citations
Temperature-Resolved Anisotropic Displacement Parameters from Theory and Experiment: A Case Study
2022 Crystals article Materials Science X-ray Diffraction in Crystallography Open access

Damian Mroz, Ruimin Wang, Carsten Paulmann, Ulli Englert, Richard Dronskowski

0

citations
Monitoring and modulating drug delivery to tumors
2020 RWTH Publications (RWTH Aachen) dissertation Materials Science Nanoparticle-Based Drug Delivery Open access

Benjamin Theek

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
PhoSim V.0 - Towards A Digital Twin for an Industrial Wet-Process Phosphoric Acid Production
2026 Systems and Control Transactions conference-paper Materials Science Crystallization and Solubility Studies Open access

Ilias Bouchkira, Sanae Elmisaoui, M.A. Latifi

0

citations
Quasivoids in Polydisperse Glassy Systems With Atomistic PEL Exploration and Iso‐Configuration Method
2026 PAMM article Materials Science Material Dynamics and Properties Open access

Liu Guan-qiang, S. Swayamjyoti, Normand Mousseau, Man‐Kin Fung, Cho-Tung Yip, Bernd A. Markert, +1 more

0

citations
Artificial Intelligence‐Based Detection of Local Spots in Network Materials Prone to Mechanical Failure
2024 PAMM article Materials Science Machine Learning in Materials Science Open access

Bhagyashri Bachhav, Zhao Wu, Bernd A. Markert, Franz Bamer

0

citations
Coarse-Grained Physics-based Modelling for Tape Casting of Fuel-Electrode Supports in Solid Oxide Cells
2025 ChemRxiv preprint Materials Science Advancements in Solid Oxide Fuel Cells Open access

Tan Le Dinh, Mohammed Alabdali, Franco M. Zanotto, Hartmut Schlenz, Norbert Heribert Menzler, Olivier Guillon, +1 more

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