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Journal Article 24 Conference Presentation 18 Poster 14 Talk (non-conference) 14 Preprint 11 Software 6 Contribution to a conference proceedings 4 more ... Dataset 3 Lecture 3 Contribution to a book 2 Abstract 1 Book 1 Communication 1 Conference / Event 1 Dissertation / PhD Thesis 1 Website 1 less ...

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Software

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

“...Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE)...”

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Poster

Capturing and describing provenance during the analysis of electrophysiology data

Köhler, Cristiano
2023

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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

“...Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE)...”

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Contribution to a conference proceedings

Hearts Gym: Learning Reinforcement Learning as a Team Event

Ebert, Jan
2023

2023

“...Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE)...”

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Preprint

End-to-End Reinforcement Learning of Koopman Models for Economic Nonlinear Model Predictive Control

Mayfrank, Daniel
2023

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Journal Article

Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows

Cramer, Eike
2023

Applied energy, 346 (2023) S. 121370 -

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Conference Presentation

End-to-End Reinforcement Learning of Koopman Models for Economic Model Predictive Control

Mayfrank, Daniel
2023

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Poster

Gaining insight into the analysis of electrophysiology data: the Neuroelectrophysiology Analysis Ontology

Köhler, Cristiano
2023

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Poster

Gradient free optimization of neuroscience models at different scales with L2L

Yegenoglu, Alper
2023

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Contribution to a book
Contribution to a conference proceedings

Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence

Pütz, Sebastian
2023

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Conference Presentation

Vast parameter space exploration using Learning to Learn on EBRAINS

Yegenoglu, Alper
2023

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Poster

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

Hilgers, Robin
2023

“...Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE)...”

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Poster

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

Hilgers, Robin
2023

“...Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE)...”

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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

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Poster

Gradient free optimization of neuroscience models at different scales with L2L

Yegenoglu, Alper
2023

“...Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE)...”

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Poster

Emergent self-coordination in simulated swarms steered by Spiking Neural Networks

Yegenoglu, Alper
2023

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Preprint

Impact of Phosphorylation on alpha-Synuclein Structural Determinants

Dorn, Anton
2023

bioRxiv beta (2023)

“...Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE)...”

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Journal Article

SPEADI: Accelerated Analysis of IDP-Ion Interactions from MD-Trajectories

de Bruyn, Emile
2023

Biology, 12 (2023) 4, S. 581 -

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Talk (non-conference)

Research data management and data analysis

Denker, Michael
2022

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Communication

Gathering and sharing information on the V4A experiment: tools and ideas

Köhler, Cristiano
2022

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Publications database 102 Open Access 57

Journal Article 24 Conference Presentation 18 Poster 14 Talk (non-conference) 14 Preprint 11 Software 6 more ... Contribution to a conference proceedings 4 Dataset 3 Lecture 3 Contribution to a book 2 Abstract 1 Book 1 Communication 1 Conference / Event 1 Dissertation / PhD Thesis 1 Website 1 see all ... less ...

Denker, Michael 17 Blügel, Stefan 16 Witthaut, Dirk 15 Yegenoglu, Alper 15 Dahmen, Manuel 14 Diaz, Sandra 13 more ... Hilgers, Robin 12 Mitsos, Alexander 12 Wortmann, Daniel 12 Köhler, Cristiano 11 van der Vlag, Michiel 11 Cramer, Eike 10 Grün, Sonja 9 Morrison, Abigail 8 Assent, Ira 7 Schäfer, Benjamin 7 Wasmer, Johannes 7 Kruse, Johannes 6 Perez Martin, Aaron 6 Rüssmann, Philipp 6 de Bruyn, Emile 6 Doncevic, Danimir 5 Jimenez-Romero, Cristian 5 Rossetti, Giulia 5 Ulianych, Danylo 5 Dietrich, Felix 4 Guo, Yue 4 Kevrekidis, Ioannis G. 4 Li, Qianxiao 4 Rydin Gorjao, Leonardo 4 see all ... less ...

Helmholtz School for Data Science in Life, Earth and Energy (HDS LEE) 102 Human Brain Project Specific Grant Agreement 3 33 Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups 27 SimLab Neuroscience 20 Doktorand ohne besondere Förderung 17 Human Brain Project Specific Grant Agreement 2 17 more ... Digitization of Neuroscience and User-Community Building 16 Helmholtz Analytics Framework 16 Center for Simulation and Data Science (CSD) - School for Simulation and Data Science (SSD) 14 Digitalization and Systems Technology for Flexibility Solutions 14 Topological Matter 14 Neuroscientific Foundations 13 Interactive Computing E-Infrastructure for the Human Brain Project 10 Theory, modelling and simulation 8 Connectivity and Activity 6 Cross-Domain Algorithms, Tools, Methods Labs (ATMLs) and Research Groups 6 JL SMHB - Joint Lab Supercomputing and Modeling for the Human Brain (JL SMHB-2021-2027) 6 Joint Virtual Laboratort for AI, Data Analytics and Scalable Simulation 6 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 6 Societally Feasible Transformation Pathways 6 Design, Operation and Digitalization of the Future Energy Grids 5 Helmholz Metadata Collaboration 5 Supercomputing and Modelling for the Human Brain 5 Kollektive Nichtlineare Dynamik Komplexer Stromnetze 4 Computational Science and Mathematical Methods 3 Helmholtz UQ: Uncertainty Quantification - from data to reliable knowledge 3 Neuromorphic Computing and Network Dynamics 3 Verbundvorhaben CoNDyNet2: Kollektive nichtlineare Dynamik komplexer Stromnetze 3 Agro-biogeosystems: controls, feedbacks and impact 2 EXC 2004: Matter and Light for Quantum Computing (ML4Q) 2 see all ... less ...

Jülich Supercomputing Center; JSC 31 Computational and Systems Neuroscience; INM-6 25 Computational and Systems Neuroscience; IAS-6 24 Jara-Institut Brain structure-function relationships; INM-10 24 Modellierung von Energiesystemen; IEK-10 20 Quanten-Theorie der Materialien; IAS-1 19 more ... Quanten-Theorie der Materialien; PGI-1 15 Systemforschung und Technologische Entwicklung; IEK-STE 8 Computational Biomedicine; IAS-5 3 Computational Biomedicine; INM-9 3 Agrosphäre; IBG-3 2 Datenanalyse und Maschinenlernen; IAS-8 2 Biotechnologie; IBG-1 1 Gehirn & Verhalten; INM-7 1 JARA-BRAIN; JARA-BRAIN 1 Strukturelle und funktionelle Organisation des Gehirns; INM-1 1 see all ... less ...

2023 35 2021 28 2022 25 2020 7 2024 6 2019 1

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