SERVAL (Lausanne Academical Server) – The publications of the researchers of UNIL are available in open access on the institutional repository of the University of Lausanne (UNIL).
In the following list you can find a selection relevant publications for members out team members, at SGM.

Spatiotemporal data science: theoretical advances and applications. Stoch Environ Res Risk Assess (2022), 36, 2027–2029.
Authors: Amato F, Lombardo L, Tonini M, et al.

Machine-Learning Applications in Geosciences: Comparison of Different Algorithms and Vegetation Classes’ Importance Ranking in Wildfire Susceptibility. Geosciences (2022), 12, 424.
Authors: Trucchia A, Izadgoshasb H, Isnardi S, Fiorucci P, Tonini M

Using data-driven algorithms for semi-automated geomorphological mapping. Stoch Environ Res Risk Assess  (2022), 36, 2115–2131.
Authors: Giaccone E, Oriani F, Tonini M,  Lambiel C, Mariéthoz G

Enforcing Analytic Constraints in Neural Networks Emulating Physical Systems. Phys. Rev. Lett. (2021), 126 098302. Authors: Beucler T, Pritchard M, Rasp S, Ott J, Baldi J, Gentine P

Multiple-Point Geostatistics: stochastic modeling with training images (2014), Wiley-Blackwell, 384 pages, ISBN: 978-1-118-66275-5 .
Authors: Mariethoz G, Caers J

Advances in the subseasonal prediction of extreme events: Relevant case studies across the globe. Bulletin of the American Meteorological Society (2022), 103(6), E1473-E1501.
Authors: Domeisen, D.I., White ,C.J., Afargan-Gerstman, H. et al.

The teleconnection of El Niño Southern Oscillation to the stratosphere. Reviews of Geophysics (2019) 57, 5– 47. 
Authors: Domeisen DI, Garfinkel CI, & Butler, AH

Handbook of Cities and Networks. Research Handbooks in Urban Studies by Neal, Z. & Rozenblat, C. (Eds.). Economic Development Quarterly (2021) 36(4), 390–392.

Metamorphic Facies Distribution in the Western Alps Predicted by Petrological‐Thermomechanical Models of Syn‐Convergent Exhumation. Geochemistry, Geophysics, Geosystems (2022), 23(8), e2021GC009898.
Authors: Vaughan‐Hammon, J. D., Candioti, L. G., Duretz, T., Schmalholz, S. M.

2D Hydro‐Mechanical‐Chemical modelling of (de)hydration reactions in deforming heterogeneous rock: The periclase‐brucite model reaction. Geochemistry, Geophysics, Geosystems. 2020GC009351.
Authors: Schmalholz, S.M., Moulas, E., Plümper, O., Myasnikov, A.V., Podladchikov, Y.

Global quieting of high-frequency seismic noise due to COVID-19 pandemic lockdown measures. Science (2020), 369(6509), 1338–1343
Authors: …….., Hetényi, G., et al.,

The AlpArray Seismic Network: A Large-Scale European Experiment to Image the Alpine Orogen. Surv Geophys (2018),  39, 1009–1033.
Authors: Hetényi, G., Molinari, I., Clinton, J. et al.