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A strategy to incorporate prior knowledge into correlation network cutoff selection2020 Nature Communications article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Elisa Benedetti, Maja Pučić‐Baković, Toma Keser, Nathalie Gerstner, Mustafa Büyüközkan, Tamara Štambuk, +9 more
29citations -
Educational and knowledge gaps within the European reference network on rare endocrine conditions2020 Endocrine Connections article Biochemistry, Genetics and Molecular Biology Genomics and Rare Diseases Open access
Violeta Iotova, Camilla Schalin‐Jäntti, Petra Bruegmann, Manuela Broesamle, Nataša Bratina, Vallo Tillmann, +2 more
11citations -
Efficient Inference in Bayesian Networks with Continuous Variables A Discretization and Knowledge Compilation Approach2023 SSRN Electronic Journal preprint Computer Science Bayesian Modeling and Causal Inference Open access
Maarten Vonk, Sebastiaan Brand, Ninoslav Malekovic, Thomas Bäck, Alfons Laarman, Anna V. Kononova
2citations -
Smart Process Failure Analysis based on Bayesian Networks and Knowledge Graphs2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) conference-paper Engineering Fault Detection and Control Systems
Aleksandra Müller, Luca Simon, Oliver Petrović, Werner Herfs, Christian Brecher
0citations -
Combining Knowledge About Metabolic Networks and Single-Cell Data with Maximum Entropy2025 conference-paper Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Carola Sophia Heinzel, Johann F. Jadebeck, Elisabeth Zelle, Johannes Seiffarth, Katharina Nöh
0citations -
Objectifying Machine Setup and Parameter Selection in Expert Knowledge Dependent Industries Using Invertible Neural Networks2022 Lecture notes in mechanical engineering conference-paper Computer Science Neural Networks and Applications Open access
Kai Müller, Andrés Felipe Posada-Moreno, Lukas Pelzer, Thomas Gries
1citations -
MSstatsBioNet: Integrating Statistical Analyses with Prior Knowledge Biomolecular Networks for Quantitative Proteomics and Phosphoproteomics2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Anthony Wu, Devon Kohler, Pruthvi Prakash Navada, Julia E. Robbins, Gabriel E. Boyle, Alex Boshart, +7 more
0citations -
Collaborative research networks as a strategy to synthesize knowledge of Amazonian biodiversity2025 Proceedings of the Royal Society B Biological Sciences article Environmental Science Conservation, Biodiversity, and Resource Management Open access
Bethânia Oliveira de Resende, Leandro Juen, Juliana Schietti, Fabrício Beggiato Baccaro, Eduardo Krempser, James Ferreira Moura, +67 more
4citations -
Physics-informed neural networks for dynamic process operations with limited physical knowledge and data2024 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Song Zhai, Sophia Rupprecht, Alexander Mitsos, Andreas Jupke, Manuel Dahmen
54citations -
Physics-Informed Neural Networks for Dynamic Process Operations with Limited Physical Knowledge and Data2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Sophia Rupprecht, Alexander Mitsos, Andreas Jupke, Manuel Dahmen
2citations -
Converting networks to predictive logic models from perturbation signalling data with CellNOpt2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access
Enio Gjerga, Panuwat Trairatphisan, Attila Gábor, Hermann Koch, Francesco Ceccarelli, Aurélien J. F. Dugourd, +2 more
4citations