Search Results - "Körner, Antonia"

Non-Negative Universal Differential Equations With Applications in Systems Biology by Philipps, Maren, Körner, Antonia, Vanhoefer, Jakob, Pathirana, Dilan, Hasenauer, Jan

“…Universal differential equations (UDEs) leverage the respective advantages of mechanistic models and artificial neural networks and combine them into one…”
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Foundational Inference Models for Dynamical Systems by Seifner, Patrick, Cvejoski, Kostadin, Körner, Antonia, Sánchez, Ramsés J

“…Dynamical systems governed by ordinary differential equations (ODEs) serve as models for a vast number of natural and social phenomena. In this work, we offer…”
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