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Quanten-Theorie der Materialien; PGI-1

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Quanten-Theorie der Materialien; PGI-1

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Poster 4 Journal Article 2 Preprint 2 Conference Presentation 1 Dataset 1 Lecture 1 Master Thesis 1 more ... less ...

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Journal Article

Machine learning inspired models for Hall effects in non-collinear magnets

Kipp, Jonathan
2024

Machine learning: science and technology, 5 (2024) 2, S. 025060 -

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Conference Presentation

Magnetic Multilayers: From High-Throughput Ab-initio Calculations to Predictive Machine Learning

Hilgers, Robin
2023

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Machine Learning Emulators for First-Principles Simulations of Quantum Materials

Wasmer, Johannes
2023

“...machine learning Other...”

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Journal Article

Classical and quantum machine learning applications in spintronics

Ghosh, Kumar J. B.
2023

Digital discovery, 2 (2023) 2, S. 512 - 519

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Application of Machine-Learning Models and XAI in Materials Science Using Magnetic DFT Data

Hilgers, Robin
2023

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Application of batch learning for boosting high-throughput ab initio success rates and reducing computational effort required using data-driven processes

Hilgers, Robin
2023

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Machine Learning-based estimation and explainable artificial intelligence-supported interpretation of the critical temperature from magnetic ab initio Heusler alloys data

Hilgers, Robin
2023

2023

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ML-ready Curie temperatures and descriptors extracted from the JuHemd database

Hilgers, Robin
2022

2022 (2022) S. 174

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SiSc Lab 2022, Project 6. A machine learning playground in quantum mechanical simulation.

Wasmer, Johannes
2022

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Comparison of structural representations for machine learning-enhanced DFT of impurity embeddings

Wasmer, Johannes
2022

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Comparison of structural representations for machine learning-accelerated ab initio calculations

Wasmer, Johannes
2021

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Development of a surrogate machine learning model for the acceleration of density functional calculations with the Korringa-Kohn-Rostoker method

Wasmer, Johannes
2021

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Publications database 12 Open Access 10

Poster 4 Journal Article 2 Preprint 2 Conference Presentation 1 Dataset 1 Lecture 1 more ... Master Thesis 1 see all ... less ...

Blügel, Stefan 10 Hilgers, Robin 5 Rüssmann, Philipp 5 Wasmer, Johannes 5 Wortmann, Daniel 5 A, Lixia 1 more ... Assent, Ira 1 Berkels, Benjamin 1 Burdulea, Ilinca 1 Chen, Po-Yen 1 Ghosh, Kumar J. B. 1 Ghosh, Sumit 1 Kipp, Jonathan 1 Lux, Fabian 1 Mokrousov, Yuriy 1 Morrison, Abigail 1 Pinna, Daniele 1 Pürling, Thorben 1 see all ... less ...

Topological Matter Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE) 7 Joint Virtual Laboratort for AI, Data Analytics and Scalable Simulation 3 EXC 2004: Materie und Licht für Quanteninformation (ML4Q) 2 EXC 2004: Matter and Light for Quantum Computing (ML4Q) 2 Magnetochirale Transporteffekte in Skyrmionen 1 more ... Spin+AFM-Dynamik: Antiferromagnetismus durch Drehimpulsströme und Gitterdynamik (A11) 1 Statische und dynamische Kopplung von Gitter- und magnetischen Eigenschaften in zweidimensionalen Materialien mit niedriger Symmetrie (B06) 1 Three-dimensional magnetization textures: Discovery and control on the nanoscale 1 see all ... less ...

Quanten-Theorie der Materialien; PGI-1 Quanten-Theorie der Materialien; IAS-1 10 Computational and Systems Neuroscience; IAS-6 1 Computational and Systems Neuroscience; INM-6 1 JARA - HPC; JARA-HPC 1 JARA-FIT; JARA-FIT 1

2023 7 2021 1 2022 1 2024 1

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