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q-bio.QM2025
Understanding the temperature response of biological systems: Part I -- Phenomenological descriptions and microscopic models
Simen Jacobs, Julian Voits, Nikita Frolov +2
Virtually every biological rate depends on temperature, yet the resulting rate-temperature relationships often deviate strongly from simple Arrhenius behavior. In this first part o…
cs.LG2025★ 1 cited
Machine learning identifies nullclines in oscillatory dynamical systems
Bartosz Prokop, Jimmy Billen, Nikita Frolov +1
We introduce CLINE (Computational Learning and Identification of Nullclines), a neural network-based method that uncovers the hidden structure of nullclines from oscillatory time s…