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Synergizing ontologies and graph databases for highly flexible materials-to-device workflow representations2023 Journal of Materials Informatics article Computer Science Semantic Web and Ontologies Open access
Max Dreger, Mohammad J. Eslamibidgoli, Michael Hermann Eikerling, Kourosh Malek
3citations -
A generic approach to extract object-centric event data from databases supporting SAP ERP2023 Journal of Intelligent Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access
Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
17citations -
Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids2023 Computers & Chemical Engineering article Chemical Engineering Ionic liquids properties and applications Open access
Jan G. Rittig, Karim Ben Hicham, Artur M. Schweidtmann, Manuel Dahmen, Alexander Mitsos
86citations -
Graph Neural Networks for Temperature-Dependent Activity Coefficient Prediction of Solutes in Ionic Liquids2022 RWTH Publications (RWTH Aachen) article Chemical Engineering Ionic liquids properties and applications Open access
Jan G. Rittig, Karim Ben Hicham, Artur M. Schweidtmann, Manuel Dahmen, Alexander Mitsos
2citations -
Graph neural networks for surfactant multi-property prediction2024 Colloids and Surfaces A Physicochemical and Engineering Aspects article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent
Christoforos Brozos, Jan G. Rittig, Elie Akanny, Christina Kohlmann, Alexander Mitsos
30citations -
GraphComm: A Graph-based Deep Learning Method to Predict Cell-Cell Communication in single-cell RNAseq data2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Emily So, Sikander Hayat, Sisira Kadambat Nair, Bo Wang, Benjamin Haibe‐Kains
13citations -
GraphComm predicts cell cell communication using a graph based deep learning method in single cell RNA sequencing data2025 Scientific Reports article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Emily So, Sikander Hayat, Sisira Kadambat Nair, Bo Wang, Benjamin Haibe‐Kains
6citations -
PlantMetWiki: a FAIR knowledge graph for plant metabolic pathway cross-species representation and integration2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Elena Del Pup, M Muller, Marvin Martens, Egon Willighagen, Marnix H. Medema, Denise Slenter, +1 more
0citations