Jovan Tanevski

Combinatorial search for selecting the structure of models of dynamical systems with equation discovery

2019 · Engineering Applications of Artificial Intelligence

Automated modeling aims at the induction of mathematical models, both their structure and parameter values, from time-series measurements of observed system variables. In this paper, we address the task of model structure selection, i.e., selecting …

ParTIpy: a scalable framework for archetypal analysis and Pareto task inference

2026 · Molecular Systems Biology

Abstract Motivation Trade-offs between different functions or tasks are pervasive across scales in biological systems. For example, individual cells cannot perform all possible functions simultaneously; instead they allocate limited resources to specialize in subsets of …