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Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences|April 2, 2025
Assessment of uncertainty quantification in universal differential equationsNina Schmid, David Fernandes Del Pozo, Willem Waegeman, et al.
NPJ Systems Biology and Applications|August 30, 2025
Current state and open problems in universal differential equations for systems biologyMaren Philipps, Nina Schmid, Jan Hasenauer
NPJ Systems Biology and Applications|March 2, 2025
Loss formulations for assumption-free neural inference of SDE coefficient functionsMarc Vaisband, Valentin von Bornhaupt, Nina Schmid, et al.
IEEE/ACM Transactions on Computational Biology and Bioinformatics|October 30, 2020
Novel Transformer Networks for Improved Sequence Labeling in genomicsJim Clauwaert, Willem Waegeman
Briefings in Bioinformatics|April 9, 2021
Explainability in transformer models for functional genomicsJim Clauwaert, Gerben Menschaert, Willem Waegeman
Journal of Chemical Information and Modeling|June 30, 2025
Enhancing Drug-Target Interaction Prediction through Transfer Learning from Activity Cliff Prediction TasksRegina Ibragimova, Dimitrios Iliadis, Willem Waegeman
Neural Networks : the Official Journal of the International Neural Network Society|September 23, 2008
Learning layered ranking functions with structured support vector machinesWillem Waegeman, Bernard De Baets, Luc Boullart
Elife|November 14, 2024
An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networksGaetan De Waele, Gerben Menschaert, Willem Waegeman
Epidemics|June 6, 2025
Integrative modeling of the spread of serious infectious diseases and corresponding wastewater dynamicsNina Schmid, Julia Bicker, Andreas F Hofmann, et al.
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