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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 -
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 -
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 -
A patient-centric knowledge graph approach to prioritize mutants for selective anti-cancer targeting2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Marina Gorostiola González, Adriaan P. IJzerman, Gerard J. P. van Westen
0citations -
Modulation of the spontaneous brain activity and functional connectivity in the triple resting-state networks following the visual oddball paradigm2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access
Hasan Sbaihat, Ravichandran Rajkumar, Shukti Ramkiran, Abed Al‐Nasser Assi, Nadim Jon Shah, Tanja Veselinović, +1 more
2citations -
Causal integration of multi-omics data with prior knowledge to generate mechanistic hypotheses2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Aurélien J. F. Dugourd, Christoph Kuppe, Marco Sciacovelli, Enio Gjerga, Kristina Bennet Emdal, Dorte B. Bekker‐Jensen, +7 more
16citations -
Stable Recovery of Entangled Weights: Towards Robust Identification of Deep Neural Networks from Minimal Samples2021 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access
Christian Fiedler, Massimo Fornasier, Timo Klock, Michael Rauchensteiner
0citations -
Rewiring of adult neural networks - learning from structural plasticity across multiple scales2026 arXiv (Cornell University) preprint Neuroscience Neuroscience and Neuropharmacology Research Open access
Michael Fauth, Han Lu, Jannik Luboeinski, Johanna Senk, Simone Albani, Valentina Armuzza, +33 more
0citations