2 papers
q-bio.NC2025
A Hypothesis-First Framework for Mechanistic Modeling in Neuroimaging
Dominic Boutet, Sylvain Baillet
Turning rich neuroimaging data into mechanistic insight remains challenging. Statistical models capture associations but remain largely agnostic to underlying mechanisms. Biophysic…
q-bio.QM2023
A Metaheuristic for Amortized Search in High-Dimensional Parameter Spaces
Dominic Boutet, Sylvain Baillet
Parameter inference for dynamical models of (bio)physical systems remains a challenging problem. Intractable gradients, high-dimensional spaces, and non-linear model functions are…