Biomathematics

HybridDynamicModels.jl
A Julia library for building and training hybrid dynamic models that combine mechanistic and data-driven components.
Jan 1, 2025
EcoEvoModelZoo.jl
A Julia package providing access to a collection of eco-evolutionary models.
Mar 26, 2023
EvoId.jl
A Julia package for simulating evolutionary individual-based models.
Jan 1, 2021
Chaotic Slow Slip Events in New Zealand from Two Coupled Slip Patches: A Proof of Concept
T. Poulet, S. Truttmann, Victor Boussange, M. Veveakis
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A primer on mechanistic inference with differentiable process-based models in Julia
In this tutorial, you will learn about different techniques to infer parameters of a (differentiable) process-based model against data.
Victor Boussange
Jan 2, 2025 27 min read
A calibration framework to improve mechanistic forecasts with hybrid dynamic models
Victor Boussange, Pau Vilimelis Aceituno, Loïc Pellissier
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A calibration framework to improve mechanistic forecasts with hybrid dynamic models
Species loss in key habitats accelerates regional food web disruption
M. Reji Chacko, C. Albouy, F. Altermatt, Victor Boussange, M. Brändle, N. Farwig, M. M. Gossner, H. C. Ho, A. Joss, F. Neff, L. Pellissier
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A species-level multi-trophic metaweb for Switzerland
M. Reji Chacko, C. Albouy, F. Altermatt, J. Casanelles Abella, M. Brändle, Victor Boussange, F. Campell, W. N. Ellis, F. Fopp, M. Gossner, H. C. Ho, A. Joss, P. Kipf, F. Neff, A. Petrović, V. Prié, Ž. Tomanović, N. Zimmerli, L. Pellissier
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On combining machine learning-based and theoretical ecosystem models
In this post, I explore the benefits and drawbacks of using empirical (ML)-based models versus mechanistic models for predicting ecosystem responses to perturbations, and further develeop a hybrid approach combining their strengths.
Victor Boussange
Mar 31, 2023 14 min read
Processes analogous to ecological interactions and dispersal shape the dynamics of economic activities
Victor Boussange, Didier Sornette, Heike Lischke, Loïc Pellissier
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Processes analogous to ecological interactions and dispersal shape the dynamics of economic activities