Spatio-temporal forecasting

EcoDynCast
Funding
Forecasting alien invasive species range dynamics with GNNs.
Jan 1, 2025
Are time series foundation models useful for scientific applications?
Post
Neuron activity, fish stocks, viral spread, El Niño oscillations, energy demand: these complex phenomena show remarkable patterns that continue to fascinate scientists. Analyzing these dynamics through scientific models (that is, models embedding domain knowledge; e.
Victor Boussange
Feb 20, 2026 7 min read
Are time series foundation models useful for scientific applications?
Chaotic Slow Slip Events in New Zealand from Two Coupled Slip Patches: A Proof of Concept
Peer-reviewed
2026 ARC Geophysical Research
T. Poulet, S. Truttmann, Victor Boussange, M. Veveakis
PDF Code DOI
A calibration framework to improve mechanistic forecasts with hybrid dynamic models
Peer-reviewed
2025 Methods in Ecology and Evolution
Victor Boussange, Pau Vilimelis Aceituno, Loïc Pellissier
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A calibration framework to improve mechanistic forecasts with hybrid dynamic models
Temporal horizons in forecasting: a performance-learnability trade-off
Peer-reviewed
2025 Transactions on Machine Learning Research
P. Aceituno, J. Miller, N. Marti, Y. Farag, Victor Boussange
PDF DOI
Processes analogous to ecological interactions and dispersal shape the dynamics of economic activities
Preprint
2023 arRxiv
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