Materials Modelling, Simulation and Data

Materialmodellierung

Simulationen in der Materialwissenschaft

Materials Modelling, Simulation and Data

Materials Modelling, Simulation and Data verbindet mehrskalige Simulationen (DFT, MD, Phasenfeld, FEM) mit datengetriebenen Methoden zur Vorhersage von Struktur‑Eigenschafts‑Beziehungen. High‑throughput‑Berechnungen, Machine‑Learning‑Modelle und Unsicherheitsquantifizierung beschleunigen Materialdesign und Interpretation experimenteller Daten in einem reproduzierbaren digitalen Rahmen.

Verwandte Tags

Neues

Tagung & Ausstellung

10. - 12.03.2027

Kreuztal & online

Fort- & Weiterbildung

Mit eigenen Daten chatten – mit KI zum technologischen Wissensvorsprung

26. - 30.10.2026

Tagung & Ausstellung

23. - 25.06.2026

Kassel & online

Tagung & Ausstellung

11. - 13.03.2026

Chemnitz & online

Fort- & Weiterbildung

23. - 27.02.2026

Fort- & Weiterbildung

Mit eigenen Daten chatten – mit KI zum technologischen Wissensvorsprung

02. - 06.02.2026

Intelligent search engine for finding optimised rubber compounds (InSuKa)

Bardehle, A. (Speaker)¹

MaterialDigital General Assembly 2025

Validating Texture and Lattice Strain Multiscale Models via In-situ Neutron Diffraction and Shear Tests

Polatidis, E. (Speaker)¹; Capek, J.²; Upadhyay, M.³

FEMS EUROMAT 2023

Predicting Box-Counting Dimension of Metal Nanoparticles as a Surrogate of Roughness

Ting, J. (Speaker)¹; Wood, A.¹; Barnard, A.¹

Conference on Artificial Intelligence in Materials Science and Engineering - AI MSE 2023

FID Materials Science - Your Open Pathway to the World of Materials

Wiehl, H. (Speaker)¹; Slawig, D.²

MaterialsWeek 2025

Beliebt

Tagung & Ausstellung

11. - 13.03.2026

Chemnitz & online

Poster pitch presentation

Inverse Problem Methodology for Liquid Crystal Polymers via AutoML

Golestani, Y. (Speaker)¹; Liu, D.¹

Digital object identifier for additively manufactured parts based on 3D microstructural information

Quosdorf, H. (Speaker)¹; Gupta, K.¹; Poka, K.¹; Ulbricht, A.¹; Jahnke, U.²; Günster, J.¹; Waske, A.¹

MaterialDigital General Assembly 2025

Poster pitch presentation

Data-Driven Discovery of Coordination Compounds for Nonlinear Optical Terahertz Generation

Siwiak, A. (Speaker)¹; Forte, G.²; Gorczyński, A.¹

Accelerating Materials Discovery: Hybrid Generative AI and Physics-Informed Inverse Design of Magnesium Alloys

Guru, M. (Speaker)¹

Synthetic Data Generation for Automated Nanomaterial Analysis

Possart, D.S. (Speaker)¹; Breininger, K.²; Christiansen, S.¹

Universal Representation of Chemical Processes for Property Prediction

Nakao, A.¹; Tsitsvero, M.¹; Gracheva, E. (Speaker)¹; Ikebata, H.¹

(U)Mapping the chemical landscape of Halide Double Perovskites.

Walterbos, L. (Speaker)¹; McEwan, A.²; Shinde, R.²; George, J.¹; Leppert, L.²

Machine learning-assisted equivalent circuit identification for dielectric spectroscopy of polymers

Albakri, B. (Speaker)¹; Diniz, A.²; Benner, P.¹; Muth, T.³; Nakajima, S.⁴; Favaro, M.²; Kister, A.¹

Automation of Phase Diagrams with ab-initio Accuracy

Chilakalapudi, P. (Speaker)¹; Poul, M.¹; Janssen, J.¹; Neugebauer, J.¹

Accelerated Design of Mechanically Hard Magnetically Soft High-entropy Alloys via Multi-objective Bayesian Optimization

Dai, M. (Speaker)¹; Zhang, Y.¹; He, W.¹; Shen, C.¹; Li, X.²; Schönecker, S.²; Han, L.³; Xie, R.¹; Zhou, T.⁴; Zhang, H.¹

Discovering physical formulas with deep symbolic regression - a universal crack tip correction algorithm

Melching, D. (Speaker)¹; Breitbarth, E.¹

Conference on Artificial Intelligence in Materials Science and Engineering - AI MSE 2023

Molecular Dynamics Study of effects of Helium configurations on crack tip performance in Nickel

Sharma, S. (Speaker)¹

FEMS EUROMAT 2023

Molecular dynamic simulations of the contact problem for soft polymers

Fritz, S. (Speaker)¹

6th European Symposium on Friction, Wear and Wear Protection - Friction 2024

From text data to word embeddings in Materials Science

Zhang, L. (Speaker)¹; Stricker, M.¹

FEMS EUROMAT 2023

Machine learning interatomic potential to investigate thermodynamic and kinetic properties of (Ag,Cu)GaSe$_2$ solar cell absorbers

Karanikolas, V. (Speaker)¹; Perera, D. (Speaker)¹; Erhard, L.¹; Albe, K.¹

Simulation and verification of mechanical properties of injection molded thermoplastic foam structures

Oikonomou, D. (Speaker)¹; Heim, H.-P.¹

7th International Conference on Cellular Materials - CellMAT 2022

Machine Learning (ML) modelling of Mn-ores reduction, using H2

Mavroforakis, M. (Speaker)¹; Vaios, A.¹; Panias, D.²; Sarkar, A.³

MaterialsWeek 2025

DILEMA-K - Digital life cycle and material development of lead-free piezoelectric and ferritic high-performance ceramics

MaterialDigital General Assembly 2025

Using CT-imaging to evaluate changes in transport properties of thermochemical storage materials

Gollsch, M. (Speaker)¹; Prill, T.¹; Gwerder, D.²; Schütz, P.²; Jahnke, T.¹; Linder, M.¹

Oral-Poster-Presentation

Effects of intrinsic point defects on antiphase boundary energy of γ'-Ni3Al from first-principles calculations

Hu, P. (Speaker)¹; Li, S.¹; Pei, Y.¹; Ru, Y.¹; Xu, H.¹; Zhao, W.¹

EuroSuperalloys 2022 - 4th European Symposium on Superalloys and their Applications

Comparing heat flux simulation of a LiFePO4 coin cell battery based on self-measured materials data with experimental heat flux measurements

Buch, J. (Speaker)¹; Damm, M.¹; Ganninger, P.¹; Henriques, D.¹; Leskow, R.¹

Wie wir die KI-gestützte Gefügeanalyse durch korrelative Mikroskopieansätze vorantreiben können

Bachmann, B.-I. (V)¹; Britz, D.¹; Mücklich, F.²; Müller, M.¹

59. Metallographie-Tagung 2025 - Materialographie

Modulus and yield strength measurements of ALD coatings with thicknesses between 5nm and 100nm

Chudoba, T. (Speaker)¹; Mackosz, K.²; Utke, I.²

FEMS EUROMAT 2023

Ontologies for defects in crystals and computational samples

Azocar Guzman, A. (Speaker)¹; Menon, S.²; Hofmann, V.¹; Hickel, T.²; Sandfeld, S.¹

Fachausschuss Materials Modelling, Simulation and Data

Keynote Lecture

Material modelling methods for metal manufacturing

Autenrieth, H. (Speaker)¹; Waldenmaier, T.¹

Numerical Simulation for Optimizing Wafer Level Lens Forming Process

Jeon, D. (Speaker)¹; Park, M.²; Kim, S.¹

FEMS EUROMAT 2023

Shape-memory ceramics: Machine learning potential for Zr1-xCexO2 with experimental-level accuracy

Zhang, J.-Y. (Speaker)¹; Huynh, G.¹; Albaret, T.¹; Dai, F.-Z.²; Rodney, D.¹

Conference on Artificial Intelligence in Materials Science and Engineering - AI MSE 2023

Numerical and experimental analysis of residual stresses in WAAMed S316L stainless steel parts

Sarmast, A. (Speaker)¹; Schubnell, J.¹

4th Symposium on Materials and Additive Manufacturing

Digitalizing a lab course for undergraduate students: ELN, ontology, data management

Bruns, S. (Speaker)¹; Bayerlein, B.²; Grönewald, M.³; Kryeziu, J.⁴; Schilling, M.²; Waitelonis, J.⁵

FEMS EUROMAT 2023

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