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Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure2022 Frontiers in Neuroinformatics article Neuroscience Neural dynamics and brain function Open access
Benedikt Feldotto, Jochen Martin Eppler, Cristian Jimenez-Romero, christopher bignamini, Carlos Enrique Gutierrez, Ugo Albanese, +16 more
14citations -
A novel metric to measure spatio-temporal proximity: a case study analyzing children’s social network in schoolyards2023 Applied Network Science article Physics and Astronomy Complex Network Analysis Techniques Open access
Maedeh Nasri, Mitra Baratchi, Yung‐Ting Tsou, Sarah N. Giest, Alexander Koutamanis, Carolien J. Rieffe
5citations -
Structack: Structure-based Adversarial Attacks on Graph Neural Networks2021 ACM Conference on Hypertext and Social Media (HT) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Hussain Hussain, Tomislav Đuričić, Elisabeth Lex, Denis Helić, Markus Strohmaier, Roman Kern
16citations -
Self-Calibrating Loss Models for Real-Time Monitoring of Power Modules Based on Artificial Neural Networks2022 IEEE Energy Conversion Congress and Exposition (ECCE) conference-paper Engineering Silicon Carbide Semiconductor Technologies cited by 1 patent
Sven Kalker, David Meier, Christoph H. van der Broeck, Rik W. De Doncker
11citations -
Physical Pooling Functions in Graph Neural Networks for Molecular Property Prediction2022 RWTH Publications (RWTH Aachen) article Computer Science Computational Drug Discovery Methods Open access
Artur M. Schweidtmann, Jan G. Rittig, Jana M. Weber, Martin Grohe, Manuel Dahmen, Kai O. Leonhard, +1 more
3citations -
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case2023 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks
Zhipeng Tan, Baifan Zhou, Zhuoxun Zheng, Ognjen Savković, Ziqi Huang, Irlán Grangel González, +2 more
3citations -
LLMs as designers of physics-constrained neural networks for constitutive modeling: a demonstration on hyperelastic solids2026 Machine learning for computational science and engineering article Engineering Elasticity and Material Modeling Open access
M. Tacke, M. Busch, Kian P. Abdolazizi, Jonas Eichinger, Kevin Linka, Christian Johannes Cyron, +1 more
2citations -
Framework for the Identification of Fields of Innovation in the Product Environment Via Text Mining and Semantic Networks2023 Lecture notes in production engineering book-chapter Business, Management and Accounting Competitive and Knowledge Intelligence
Michael Riesener, Maximilian Kühn, Hendrik Lauf, Günther Schuh
1citations -
Hierarchization of Coordination Efforts in Global Production Networks: A Systematic Literature Review2026 Lecture notes in production engineering conference-paper Business, Management and Accounting Global trade, sustainability, and social impact Open access
Kathrin Böttger, Günther Schuh, Seth Schmitz, Benedict Janssen
0citations -
Sharing FAIR Data Stewardship knowledge across borders2021 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access
Valentina Pasquale, Monika Linne, Laurents Sesink, Sarah Stryeck, Hannah Mihai, Anna Wałek, +1 more
0citations -
Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab2026 Machine Learning and Knowledge Extraction article Computer Science Research Data Management Practices Open access
Leon Gorißen, Jan-Niklas Schneider, Mohamed Behery, Philipp Brauner, David Kötter, Thomas Käster, +7 more
3citations -
Connecting the Dots: Aligning human capacity through networks toward a globally interoperable Digital Extended Specimen (DES) infrastructure2023 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Elizabeth R. Ellwood, Wouter Addink, John M. Bates, Andrew C. Bentley, Jutta Buschbom, Alina Freire‐Fierro, +18 more
0citations