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Carlo Albert
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2020 – today
- 2023
- [i5]Simon Dirmeier, Carlo Albert, Fernando Pérez-Cruz:
Simulation-based inference using surjective sequential neural likelihood estimation. CoRR abs/2308.01054 (2023) - 2022
- [i4]Carlo Albert, Simone Ulzega, Firat Ozdemir, Fernando Pérez-Cruz, Antonietta Mira:
Learning Summary Statistics for Bayesian Inference with Autoencoders. CoRR abs/2201.12059 (2022)
2010 – 2019
- 2018
- [j8]David Machac, Peter Reichert
, Jörg Rieckermann
, Dario Del Giudice
, Carlo Albert:
Accelerating Bayesian inference in hydrological modeling with a mechanistic emulator. Environ. Model. Softw. 109: 66-79 (2018) - 2017
- [j7]Juan Pablo Carbajal
, João Paulo Leitão
, Carlo Albert, Jörg Rieckermann
:
Appraisal of data-driven and mechanistic emulators of nonlinear simulators: The case of hydrodynamic urban drainage models. Environ. Model. Softw. 92: 17-27 (2017) - 2016
- [j6]David Machac, Peter Reichert
, Jörg Rieckermann
, Carlo Albert:
Fast mechanism-based emulator of a slow urban hydrodynamic drainage simulator. Environ. Model. Softw. 78: 54-67 (2016) - [j5]David Machac, Peter Reichert
, Carlo Albert:
Emulation of dynamic simulators with application to hydrology. J. Comput. Phys. 313: 352-366 (2016) - [j4]Carlo Albert, Sören Vogel, Roman Ashauer
:
Computationally Efficient Implementation of a Novel Algorithm for the General Unified Threshold Model of Survival (GUTS). PLoS Comput. Biol. 12(6) (2016) - [i3]Juan Pablo Carbajal
, João Paulo Leitão, Carlo Albert, Jörg Rieckermann:
Appraisal of data-driven and mechanistic emulators of nonlinear hydrodynamic urban drainage simulators. CoRR abs/1609.08395 (2016) - 2015
- [j3]Dario Del Giudice
, Peter Reichert
, Vojtech Bares
, Carlo Albert, Jörg Rieckermann
:
Model bias and complexity - Understanding the effects of structural deficits and input errors on runoff predictions. Environ. Model. Softw. 64: 205-214 (2015) - [j2]Carlo Albert, Hans R. Künsch, Andreas Scheidegger
:
A simulated annealing approach to approximate Bayes computations. Stat. Comput. 25(6): 1217-1232 (2015) - [i2]Carlo Albert, Simone Ulzega:
Bayesian Parameter Inference for 1D Nonlinear Stochastic Differential Equation Models. CoRR abs/1509.05305 (2015) - [i1]Carlo Albert:
A Simulated Annealing Approach to Bayesian Inference. CoRR abs/1509.05315 (2015) - 2014
- [j1]Simon L. Rinderknecht, Carlo Albert, Mark E. Borsuk
, Nele Schuwirth
, Hans R. Künsch, Peter Reichert
:
The effect of ambiguous prior knowledge on Bayesian model parameter inference and prediction. Environ. Model. Softw. 62: 300-315 (2014)
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