JuLib | Articles & more - {"Magnetism"}

1

Ab inito study of the van der Waals Superconductor NbSe2 with Magnetic impurity

Hemmati, Mohammad
2024

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 1...”
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2

Workflow, data processing, data analysis and predictive ML scripts used for DFT-integrated machine learning methodology in combination with the FLAPW code FLEUR

Hilgers, Robin
2023

“...Magnetic Materials V:(DE-MLZ)GC-1604-2016 V:(DE-HGF) 0...”

3

Dataset

Relaxed thin film structures of one, two, and three magnetic 3d transition metal layers on FCC noble-metal substrates based on FLAPW PBE calculations

Hilgers, Robin
2023

“...Magnetic Materials Other...”

4

Dataset

Density of states of full and inverse Heusler magnetic alloys

Hilgers, Robin
2023

2023

“...Magnetic Materials Other...”

5

Preprint

Flat band-engineered spin-density wave and the emergent multi-$k$ magnetic state in the topological kagome metal Mn$_{3}$Sn

Wang, Xiao
2023

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 0...”
OpenAccess

6

Preprint

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

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 1...”
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7

Preprint

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

Hilgers, Robin
2023

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 2...”
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8

Poster

Machine Learning Emulators for First-Principles Simulations of Quantum Materials

Wasmer, Johannes
2023

“...magnetism Other...”
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9

Journal Article

Topological magnons driven by the Dzyaloshinskii-Moriya interaction in the centrosymmetric ferromagnet Mn5Ge3

dos Santos Dias, M.
2023

Nature Communications, 14 (2023) 1, S. 7321

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 1...”
OpenAccess

10

Conference Presentation

Curie Temperature Prediction Models of Magnetic Heusler Alloys Using Machine Learning Methods Based on First-Principles Data From Ab-initio KKR-GF Calculations

Hilgers, Robin
2023

“...Magnetic Materials V:(DE-MLZ)GC-1604-2016 V:(DE-HGF) 0...”
OpenAccess

11

Conference Presentation

Topological magnons driven by the Dzyaloshinskii-Moriya interaction in the centrosymmetric ferromagnet Mn5Ge3

Santos, Flaviano Jose dos
2023

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 1...”

12

Poster

Curie Temperature Prediction of Magnetic Heusler Alloys Using Ab-initio Data

Hilgers, Robin
2023

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 1...”
OpenAccess

13

Journal Article

An overview of the spin dynamics of antiferromagnetic Mn5Si3

Biniskos, Nikolaos
2023

APL materials, 11 (2023) 8, S. 081103

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 0...”
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14

Conference Presentation

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

Hilgers, Robin
2023

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 1...”
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15

Conference Presentation

Ab initio study of magnetic doping in an Ising superconductor

Hemmati, Mohammad
2023

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 1...”

16

Poster

Ab initio study of the Van der Waals Superconductor NbSe2

Hemmati, Mohammad
2023

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 1...”
OpenAccess

17

Software

Data processing for the JuHemd database and ML-training and evaluation scripts

Hilgers, Robin
2022

“...Magnetic Materials V:(DE-MLZ)GC-1604-2016 V:(DE-HGF) 0...”

18

Dataset

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

Hilgers, Robin
2022

2022 (2022) S. 174

“...Magnetic Other...”

19

Conference Presentation

Topological magnons driven by the Dzyaloshinskii-Moriya interaction in the centrosymmetric ferromagnet Mn5Ge3

dos Santos Dias, Manuel
2022

“...Magnetism V:(DE-MLZ)SciArea-170 V:(DE-HGF) 1...”
OpenAccess

20

Dataset

The JuHemd (Jülich-Heusler-magnetic-database) of the Monte Carlo simulated critical temperatures of the magnetic phase transition for experimentally reported Heusler and Heusler-li...

Kovacik, Roman
2022

“...magnetic phase transition Other...”

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