Fast and automatic structural identifiability software for ODE systems
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Oct 9, 2026 - Julia
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structural-identifiability
Here are 5 public repositories matching this topic...
Research code for the manuscript on structural and practical identifiability of perception and memory in nonlocal advection-diffusion models of animal movement: pseudo-spectral and finite-volume solvers, profile likelihood and Bayesian inference, and an application to archived wolf GPS data.
python reproducible-research scientific-computing bayesian-inference finite-volume movement-ecology mcmc spatial-memory mathematical-biology animal-movement profile-likelihood identifiability pseudo-spectral advection-diffusion structural-identifiability practical-identifiability nonlocal-pde perceptual-range
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Sep 17, 2026 - Python
An O(T) pre-training geometric diagnostic system that detects latent regime unidentifiability via singular value subspace collapse in Switching State-Space Models (S-SSMs) before model training begins.
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Jun 8, 2026 - Python
Python framework for structural and practical identifiability analysis of a 13-parameter Multi-Cell Line CHO kinetic model using SVD-ROSM, Monte Carlo simulations, and t-value based parameter fixing.
python monte-carlo svd-matrix-factorisation structural-identifiability bioprocess-modelling cho-cells bioprocess-engineering practical-identifiability t-values-analysis
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Jul 15, 2026 - Jupyter Notebook
Structural identifiability of ODE models by Lie symmetries over finite fields
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Oct 11, 2026 - Python
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