Digital Fingerprinting of Complex Liquids Using a Reconfigurable Multi-Sensor System with Foundation ModelsGianmarco GabrieliMatteo Manicaet al.2024Advanced Science
Accelerating material design with the generative toolkit for scientific discoveryMatteo ManicaJannis Bornet al.2023npj Computational Materials
PaccMannRL: De novo generation of hit-like anticancer molecules from transcriptomic data via reinforcement learningJannis BornMatteo Manicaet al.2021iScience
Data-driven molecular design for discovery and synthesis of novel ligands: A case study on SARS-CoV-2Jannis BornMatteo Manicaet al.2021Machine Learning: Science and Tech.
COSIFER: A Python package for the consensus inference of molecular interaction networksMatteo ManicaCharlotte Bunneet al.2020Bioinformatics
PaccMann: A web service for interpretable anticancer compound sensitivity predictionJoris CadowJannis Bornet al.2020Nucleic acids research
Context-specific interaction networks from vector representation of wordsMatteo ManicaRoland Mathiset al.2019Nature Machine Intelligence
PIMKL: Pathway-Induced Multiple Kernel LearningMatteo ManicaJoris Cadowet al.2019npj Systems Biology and Applications