publications

Association Rules Collaborative Annotation Data Integration Data Mining on Graphs Dataset Retrieval Explainable Artificial Intelligence Graph Data Mining Graph Neural Networks In-Context Learning Information Extraction Knowledge Base Population Knowledge Representation Large Language Models Lexicon Induction Link Prediction Machine Learning Machine Learning on Graphs Material Science Natural Language Generation Natural Language Processing Ontology Engineering Pattern Mining Question Answering Relation Extraction Sequence Labeling Web Table Understanding 
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2025
 Bekemeier, Simon;  Blum, Moritz;  Caron, Luana;  Chirkova, Alisa;  Cimiano, Philipp;  Ell, Basil;  Ennen, Inga;  Feige, Michael;  Gaerner, Maik;  Hilbig, Thomas;  Hütten, Andreas;  Reiss, Günter;  Samanta, Tapas;  Schöning, Sonja;  Schröder, Christian;  Schwan, Lennart;  Taake, Chris;  Wortmann, Martin
Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization Sonstige 
arXiv preprint. paper under submission in Advanced Engineering Materials journal, 2025.
Links | BibTeX | Schlagwörter: Knowledge Representation, Machine Learning, Ontology Engineering
@misc{bekemeier2025fosteringinnovationstreamliningmagnetocaloric,

title = {Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization},

author = {Simon Bekemeier and Moritz Blum and Luana Caron and Alisa Chirkova and Philipp Cimiano and Basil Ell and Inga Ennen and Michael Feige and Maik Gaerner and Thomas Hilbig and Andreas Hütten and Günter Reiss and Tapas Samanta and Sonja Schöning and Christian Schröder and Lennart Schwan and Chris Taake and Martin Wortmann},

url = {https://arxiv.org/abs/2511.19053},

year  = {2025},

date = {2025-11-25},

urldate = {2025-01-01},

howpublished = {arXiv preprint. paper under submission in Advanced Engineering Materials journal},

keywords = {Knowledge Representation, Machine Learning, Ontology Engineering},

pubstate = {published},

tppubtype = {misc}

}

Schließen
https://arxiv.org/abs/2511.19053
Schließen
 Bayerlein, Bernd;  Waitelonis, Jörg;  Birkholz, Henk;  Jung, Matthias;  Schilling, Markus;  Hartrott, Philipp;  Bruns, Marian;  Schaarschmidt, Jörg;  Beilke, Kristian;  Mutz, Marcel;  Nebel, Vincent;  Königer, Veit;  Beran, Lisa;  Kraus, Tobias;  Vyas, Akhilesh;  Vogt, Lars;  Blum, Moritz;  Ell, Basil;  Chen, Ya-Fan;  Waurischk, Tina;  Thomas, Akhil;  Durmaz, Ali Riza;  Hassine, Sahar Ben;  Fresemann, Carina;  Dziwis, Gordian;  Nasrabadi, Hossein Beygi;  Hanke, Thomas;  Telong, Melissa;  Pirskawetz, Stephan;  Kamal, Mohamed;  Bjarsch, Thomas;  Pähler, Ursula;  Hofmann, Peter;  Leemhuis, Mena;  Özçep, Özgür L.;  Meyer, Lars-Peter;  Skrotzki, Birgit;  Neugebauer, Jörg;  Wenzel, Wolfgang;  Sack, Harald;  Eberl, Chris;  Portella, Pedro Dolabella;  Hickel, Tilmann;  Mädler, Lutz;  Gumbsch, Peter
Concepts for a Semantically Accessible Materials Data Space: Overview over Specific Implementations in Materials Science Artikel 
In: Advanced Engineering Materials, Bd. 27, Nr. 8, S. 2401092, 2025.
Links | BibTeX | Schlagwörter: Data Integration, Knowledge Representation, Material Science, Ontology Engineering
@article{https://doi.org/10.1002/adem.202401092,

title = {Concepts for a Semantically Accessible Materials Data Space: Overview over Specific Implementations in Materials Science},

author = {Bernd Bayerlein and Jörg Waitelonis and Henk Birkholz and Matthias Jung and Markus Schilling and Philipp Hartrott and Marian Bruns and Jörg Schaarschmidt and Kristian Beilke and Marcel Mutz and Vincent Nebel and Veit Königer and Lisa Beran and Tobias Kraus and Akhilesh Vyas and Lars Vogt and Moritz Blum and Basil Ell and Ya-Fan Chen and Tina Waurischk and Akhil Thomas and Ali Riza Durmaz and Sahar Ben Hassine and Carina Fresemann and Gordian Dziwis and Hossein Beygi Nasrabadi and Thomas Hanke and Melissa Telong and Stephan Pirskawetz and Mohamed Kamal and Thomas Bjarsch and Ursula Pähler and Peter Hofmann and Mena Leemhuis and Özgür L. Özçep and Lars-Peter Meyer and Birgit Skrotzki and Jörg Neugebauer and Wolfgang Wenzel and Harald Sack and Chris Eberl and Pedro Dolabella Portella and Tilmann Hickel and Lutz Mädler and Peter Gumbsch},

url = {https://advanced.onlinelibrary.wiley.com/doi/abs/10.1002/adem.202401092},

doi = {https://doi.org/10.1002/adem.202401092},

year  = {2025},

date = {2025-04-01},

urldate = {2025-01-01},

journal = {Advanced Engineering Materials},

volume = {27},

number = {8},

pages = {2401092},

keywords = {Data Integration, Knowledge Representation, Material Science, Ontology Engineering},

pubstate = {published},

tppubtype = {article}

}

Schließen
https://advanced.onlinelibrary.wiley.com/doi/abs/10.1002/adem.202401092
doi:https://doi.org/10.1002/adem.202401092
Schließen