Victor Boussange
Victor Boussange
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Biodiversity science
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
Inverse ecosystem modeling made easy with PiecewiseInference.jl
This blog post discusses the use of PiecewiseInference.jl, a Julia package that enables the use of machine learning to fit complex ecological models on ecological dataset.
Mar 26, 2023
11 min read
Ancient sedimentary DNA to forecast trajectories of ecosystem under climate change
I. G. Alsos
,
Victor Boussange
,
D. P. Rijal
,
M. Beaulieu
,
A. G. Brown
,
U. Herzschuh
,
J. C. Svenning
,
L. Pellissier
PDF
DOI
Forward and inverse modelling of eco-evolutionary dynamics in ecological and economic systems
Victor Boussange
PDF
Cite
Eco-evolutionary model on spatial graphs reveals how habitat structure affects phenotypic differentiation
Victor Boussange
,
Loïc Pellissier
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