Spatio-temporal forecasting

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Multi-scale model for spatial biodiversity estimation.
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EcoDynCast
Forecasting alien invasive species range dynamics with GNNs.
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Are time series foundation models useful for scientific applications?
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?
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
Temporal horizons in forecasting: a performance-learnability trade-off
P. Aceituno, J. Miller, N. Marti, Y. Farag, Victor Boussange
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Paleoenvironments shaped the exchange of terrestrial vertebrates across Wallace’s Line
Alexander Skeels, Lydian Boschman, Ian R. McFadden, Elizabeth Marie Joyce, Oskar Hagen, Octavio Jiménez Robles, Wilhelmine Bach, Victor Boussange, Thomas Keggin, Walter Jetz, Loïc Pellissier
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Paleoenvironments shaped the exchange of terrestrial vertebrates across Wallace’s Line
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
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