Carlo Albert

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 8

Top Topics

Bayesian Inference

Top Venues

Environ. Model. Softw.

J. Comput. Phys.

Publications

Simon Dirmeier, Carlo Albert, Fernando Pérez-Cruz
Simulation-based inference using surjective sequential neural likelihood estimation. CoRR (2023)
Carlo Albert, Simone Ulzega, Firat Ozdemir, Fernando Perez-Cruz, Antonietta Mira
Learning Summary Statistics for Bayesian Inference with Autoencoders. CoRR (2022)
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 (2018)
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 (2017)
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)
David Machac, Peter Reichert, Carlo Albert
Emulation of dynamic simulators with application to hydrology. J. Comput. Phys. 313 (2016)
Juan Pablo Carbajal, João Paulo Leitão, Carlo Albert, Jörg Rieckermann
Appraisal of data-driven and mechanistic emulators of nonlinear hydrodynamic urban drainage simulators. CoRR (2016)
David Machac, Peter Reichert, Jörg Rieckermann, Carlo Albert
Fast mechanism-based emulator of a slow urban hydrodynamic drainage simulator. Environ. Model. Softw. 78 (2016)
Carlo Albert
A Simulated Annealing Approach to Bayesian Inference. CoRR (2015)
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 (2015)
Carlo Albert, Hans R. Künsch, Andreas Scheidegger
A simulated annealing approach to approximate Bayes computations. Stat. Comput. 25 (6) (2015)
Carlo Albert, Simone Ulzega
Bayesian Parameter Inference for 1D Nonlinear Stochastic Differential Equation Models. CoRR (2015)
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 (2014)