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Poster 4 Conference Presentation 2 Software 2 Lecture 1 Master Thesis 1 Website 1

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Machine Learning Emulators for First-Principles Simulations of Quantum Materials

Wasmer, Johannes
2023

“...Wasmer, Johannes...”

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Best of Atomistic Machine Learning

Wasmer, Johannes
2023

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JuDFTteam/aiida-jutools

Wasmer, Johannes
2023

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Conference Presentation

Benchmark study of symmetry-adapted ML-DFT models for magnetically doped topological insulators

Wasmer, Johannes
2023

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Conference Presentation

Benchmark study of symmetry-adapted ML-DFT models for magnetically doped topological insulators

Wasmer, Johannes
2022

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

Wasmer, Johannes
2022

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Benchmark study of symmetry-adapted ML-DFT models for magnetically doped topological insulators

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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JuDFTteam/aiida-kkr

Rüssmann, Philipp
2020

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Publications database Open Access 7

Poster 4 Conference Presentation 2 Software 2 Lecture 1 Master Thesis 1 Website 1

Wasmer, Johannes 11 Rüssmann, Philipp 10 Blügel, Stefan 8 Assent, Ira 4 Mozumder, Rubel 4 A, Lixia 1 more ... Antognini Silva, David 1 Berkels, Benjamin 1 Bertoldo, Fabian 1 Blaiszik, Ben 1 Broeder, Jens 1 Burdulea, Ilinca 1 Chen, Po-Yen 1 Chico, Jonathan 1 Evans, Matthew 1 Kovacik, Roman 1 Riebesell, Janosh 1 see all ... less ...

Topological Matter 10 Joint Virtual Laboratort for AI, Data Analytics and Scalable Simulation 8 Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE) 7 EXC 2004: Matter and Light for Quantum Computing (ML4Q) 5 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 4 EXC 2004: Materie und Licht für Quanteninformation (ML4Q) 3 more ... Cross-Domain Algorithms, Tools, Methods Labs (ATMLs) and Research Groups 2 Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups 1 see all ... less ...

Quanten-Theorie der Materialien; IAS-1 11 Quanten-Theorie der Materialien; PGI-1 11 JARA - HPC; JARA-HPC 2 JARA-FIT; JARA-FIT 2

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