Collaborateurs

Carlo Albert

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Publications

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Bacci, M.; Sukys, J.; Reichert, P.; Ulzega, S.; Albert, C. (2023) A comparison of numerical approaches for statistical inference with stochastic models, Stochastic Environmental Research and Risk Assessment, 37(8), 3041-3061, doi:10.1007/s00477-023-02434-z, Institutional Repository
Ulzega, S.; Albert, C.; Perez-Cruz, F.; Ozdemir, F.; Mira, A. (2022) Learning summary statistics for Bayesian inference with autoencoders, SciPost Physics Core, 5(3), 043 (16 pp.), doi:10.21468/SciPostPhysCore.5.3.043, Institutional Repository
Albert, C.; Ferriz-Mas, A.; Gaia, F.; Ulzega, S. (2021) Can stochastic resonance explain recurrence of Grand Minima?, Astrophysical Journal Letters, 916(2), L9 (5 pp.), doi:10.3847/2041-8213/ac0fd6, Institutional Repository
Held, J.; Lorimer, T.; Pomati, F.; Stoop, R.; Albert, C. (2020) Second-order phase transition in phytoplankton trait dynamics, Chaos: An Interdisciplinary Journal of Nonlinear Science, 30(5), 053109 (9 pp.), doi:10.1063/1.5141755, Institutional Repository
Kavetski, D.; Fenicia, F.; Reichert, P.; Albert, C. (2018) Signature-domain calibration of hydrological models using Approximate Bayesian Computation: theory and comparison to existing applications, Water Resources Research, 54(6), 4059-4083, doi:10.1002/2017WR020528, Institutional Repository
Machac, D.; Reichert, P.; Rieckermann, J.; Del Giudice, D.; Albert, C. (2018) Accelerating Bayesian inference in hydrological modeling with a mechanistic emulator, Environmental Modelling and Software, 109, 66-79, doi:10.1016/j.envsoft.2018.07.016, Institutional Repository
Albert, C.; Ulzega, S.; Stoop, R. (2016) Boosting Bayesian parameter inference of nonlinear stochastic differential equation models by Hamiltonian scale separation, Physical Review E, 93(4), 1-8, doi:10.1103/PhysRevE.93.043313, Institutional Repository
Del Giudice, D.; Albert, C.; Rieckermann, J.; Reichert, P. (2016) Describing the catchment-averaged precipitation as a stochastic process improves parameter and input estimation, Water Resources Research, 52(4), 3162-3186, doi:10.1002/2015WR017871, Institutional Repository
Albert, C.; Vogel, S.; Ashauer, R. (2016) Computationally efficient implementation of a novel algorithm for the General Unified Threshold model of Survival (GUTS), PLoS Computational Biology, 12(6), 1-19, doi:10.1371/journal.pcbi.1004978, Institutional Repository
Del Giudice, D.; Reichert, P.; Bareš, V.; Albert, C.; Rieckermann, J. (2015) Model bias and complexity - understanding the effects of structural deficits and input errors on runoff predictions, Environmental Modelling and Software, 64, 205-214, doi:10.1016/j.envsoft.2014.11.006, Institutional Repository
Albert, C.; Künsch, H. R.; Scheidegger, A. (2015) A simulated annealing approach to approximate Bayes computations, Statistics and Computing, 25(6), 1217-1232, doi:10.1007/s11222-014-9507-8, Institutional Repository
Albert, C. (2012) A mechanistic dynamic emulator, Nonlinear Analysis: Real World Applications, 13(6), 2747-2754, doi:10.1016/j.nonrwa.2012.04.003, Institutional Repository
Jager, T.; Albert, C.; Preuss, T. G.; Ashauer, R. (2011) General unified threshold model of survival - a toxicokinetic-toxicodynamic framework for ecotoxicology, Environmental Science and Technology, 45(7), 2529-2540, doi:10.1021/es103092a, Institutional Repository

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Adresse

E-Mail: carlo.albert@eawag.ch
Téléphone: +41 58 765 5244
Fax: +41 58 765 5802
Adresse: Eawag
Überlandstrasse 133
8600 Dübendorf
Bureau: FC D02

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Expert en

modélisation, science des données

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