252 citations · 301 across the 17 of their papers we have counts for
3 papers · 1 filter
Density-dependent growth emerges from Bayesian adaptation of phenotype
Manish Kumar Gupta, Arnab Barua, Haralampos Hatzikirou
Classical models often describe early tumor expansion as exponential growth, yet experimental and clinical evidence shows that tumor populations can deviate systematically from thi…
Phase space integrity in neural network models of Hamiltonian dynamics: A Lagrangian descriptor approach
Abrari Noor Hasmi, Haralampos Hatzikirou, Hadi Susanto
We propose Lagrangian Descriptors (LDs) as a diagnostic framework for evaluating neural network models of Hamiltonian systems beyond conventional trajectory-based metrics. Standard…
Data-driven macroscopic dynamics of complex networks using Topological Data Analysis and the Equation-Free Method
Konstantinos Spiliotis, Ole Sönnerborn, Haralampos Hatzikirou +1
In this work, we present a computational framework for exploring and analyzing the macroscopic dynamics of complex agent-based network models by integrating Topological Data Analys…