Publications

Capucine Marie Sophie Lechartre, Victor Boussange, Dirk Nikolaus Karger, Jed Oliver Kaplan, Philipp Brun, Niklaus Emmanuel Zimmermann (2026). Biome.jl v0.1.0: a modular platform for mechanistic biome modeling and hypothesis testing. EGUsphere.
Submitted to Geoscientific Model Development.

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Victor Boussange, Patrick Thiran, Fanny Missillier, Guillaume Dalle (2026). Learning Spatial Ecological Networks from Geolocated Molecular and Earth Observation Data.
Submitted to the Conference on Neural Information Processing Systems (NeurIPS) 2026, Tackling Climate Change with Machine Learning workshop.

T. Poulet, S. Truttmann, Victor Boussange, M. Veveakis (2026). Chaotic Slow Slip Events in New Zealand from Two Coupled Slip Patches: A Proof of Concept. ARC Geophysical Research.

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B. Van Moorter, I. Kivimaki, M. Panzacchi, R. Schouten, B. Wuyts, B. B. Niebuhr, M. Saerens, Victor Boussange (2026). A Unified Framework for Prioritizing Habitat and Connectivity Conservation through Analytical Sensitivity. bioRxiv.
Revision requested from Landscape Ecology.

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E. Plekhanova, P. Brun, J.-C. Fischer, H. Ma, Victor Boussange, N. E. Zimmermann (2026). Clustering biomes from space: from pixels to foundation models. SSRN.
Submitted to Remote Sensing of Environment.

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Moritz Dieing, Michele Volpi, Victor Boussange (2026). Biodiversity Profile Estimation with Earth Observation.
Accepted in the International Conference on Pattern Recognition (ICPR) 2026, Pattern Recognition in Remote Sensing workshop.

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Victor Boussange, P. Brun, J. T. Malle, G. Midolo, J. Portier, T. Sanchez, N. E. Zimmermann, I. Axmanova, H. Bruelheide, M. Chytry, S. Kambach, J. Lososova, M. Vecera, N. Birrun, K. T. Ecker, J. Lenoir, J. C. Svenning, D. N. Karger (2025). Multi-scale species richness estimation with deep learning. arXiv.
Revision requested from Nature Communications.

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A. Adde, Victor Boussange, Y. Chauvier, M. A. Dahito, J. Fruh, A. Gross, S. Stofer, E. Rey, P. Sieber, F. Fopp, R. Schouten, B. Van Moorter, A. Guisan, C. Graham, L. Pellissier, N. E. Zimmermann, F. Altermatt (2025). Spatial biodiversity indicators and a composite index for conservation prioritization in Switzerland. bioRxiv.
Accepted in Ecology.

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P. Aceituno, J. Miller, N. Marti, Y. Farag, Victor Boussange (2025). Temporal horizons in forecasting: a performance-learnability trade-off. Transactions on Machine Learning Research.

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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 (2025). Species loss in key habitats accelerates regional food web disruption. Communications Biology.

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F. Sapienza, J. Bolibar, F. Schäfer, B. Groenke, A. Pal, Victor Boussange, P. Heimbach, G. Hooker, F. Pérez, P. O. Persson, C. Rackauckas (2025). Differentiable Programming for Differential Equations: A Review. arXiv.
Accepted at SIAM Review.

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Victor Boussange, Pau Vilimelis Aceituno, Loïc Pellissier (2025). A calibration framework to improve mechanistic forecasts with hybrid dynamic models. Methods in Ecology and Evolution.

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RE-BD AR2024 (2024). Accelerating renewable energy development while enhancing biodiversity protection in Switzerland. RE-BD AR2024.
Contributing author of chapters 2 and 5.

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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 (2024). A species-level multi-trophic metaweb for Switzerland. Scientific Data.

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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 (2023). Paleoenvironments shaped the exchange of terrestrial vertebrates across Wallace’s Line. Science.

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Victor Boussange, Didier Sornette, Heike Lischke, Loïc Pellissier (2023). Processes analogous to ecological interactions and dispersal shape the dynamics of economic activities. arRxiv.

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I. G. Alsos, Victor Boussange, D. P. Rijal, M. Beaulieu, A. G. Brown, U. Herzschuh, J. C. Svenning, L. Pellissier (2023). Ancient sedimentary DNA to forecast trajectories of ecosystem under climate change. Philosophical Transactions of the Royal Society B.

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Victor Boussange (2022). Forward and inverse modelling of eco-evolutionary dynamics in ecological and economic systems.

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Victor Boussange, Loïc Pellissier (2022). Eco-evolutionary model on spatial graphs reveals how habitat structure affects phenotypic differentiation. Communications Biology.

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Victor Boussange, Sebastian Becker, Arnulf Jentzen, Benno Kuckuck, Loïc Pellissier (2022). Deep learning approximations for non-local nonlinear PDEs with Neumann boundary conditions. Partial Differential Equations and Applications.

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T. Poulet, S. Alevizos, M. Veveakis, Victor Boussange, K. Regenauer-Lieb (2018). Episodic mineralising fluid injection through chemical shear zones. Australian Society of Exploration Geophysicists Extended Abstracts.

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