Publications

(2026). Chaotic Slow Slip Events in New Zealand from Two Coupled Slip Patches: A Proof of Concept. ARC Geophysical Research.

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(2026). A Unified Framework for Prioritizing Habitat and Connectivity Conservation through Analytical Sensitivity. bioRxiv.
Revision requested from Landscape Ecology.

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(2026). Clustering biomes from space: from pixels to foundation models. SSRN.
Submitted to Remote Sensing of Environment.

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(2026). Biodiversity Profile Estimation with Earth Observation.
Accepted at the International Association for Pattern Recognition Workshop on Pattern Recognition in Remote Sensing 2026.

(2025). Multi-scale species richness estimation with deep learning. arXiv.
Revision requested from Nature Communications.

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(2025). Spatial biodiversity indicators and a composite index for conservation prioritization in Switzerland. bioRxiv.
Accepted in Ecology.

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(2025). Temporal horizons in forecasting: a performance-learnability trade-off. Transactions on Machine Learning Research.

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

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(2025). Differentiable Programming for Differential Equations: A Review. arXiv.
Accepted at SIAM Review.

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(2025). A calibration framework to improve mechanistic forecasts with hybrid dynamic models. Methods in Ecology and Evolution.

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

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

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(2023). Processes analogous to ecological interactions and dispersal shape the dynamics of economic activities. arRxiv.

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(2023). Ancient sedimentary DNA to forecast trajectories of ecosystem under climate change. Philosophical Transactions of the Royal Society B.

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

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

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(2022). Deep learning approximations for non-local nonlinear PDEs with Neumann boundary conditions. Partial Differential Equations and Applications.

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(2018). Episodic mineralising fluid injection through chemical shear zones. Australian Society of Exploration Geophysicists Extended Abstracts.

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