Carlo Albert

According to our database, Carlo Albert authored at least 14 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Simulation-based inference with the Python Package sbijax.

Simon Dirmeier, Simone Ulzega, Antonietta Mira, Carlo Albert

CoRR, 2024

2023

Simulation-based inference using surjective sequential neural likelihood estimation.

Simon Dirmeier, Carlo Albert, Fernando Pérez-Cruz

CoRR, 2023

2022

Learning Summary Statistics for Bayesian Inference with Autoencoders.

Carlo Albert, Simone Ulzega, Firat Ozdemir, Fernando Pérez-Cruz, Antonietta Mira

CoRR, 2022

2018

Accelerating Bayesian inference in hydrological modeling with a mechanistic emulator.

David Machac, Peter Reichert, Jörg Rieckermann, Dario Del Giudice, Carlo Albert

Environ. Model. Softw., 2018

2017

Appraisal of data-driven and mechanistic emulators of nonlinear simulators: The case of hydrodynamic urban drainage models.

Juan Pablo Carbajal, João Paulo Leitão, Carlo Albert, Jörg Rieckermann

Environ. Model. Softw., 2017

2016

Computationally Efficient Implementation of a Novel Algorithm for the General Unified Threshold Model of Survival (GUTS).

Carlo Albert, Sören Vogel, Roman Ashauer

PLoS Comput. Biol., 2016

Emulation of dynamic simulators with application to hydrology.

David Machac, Peter Reichert, Carlo Albert

J. Comput. Phys., 2016

Fast mechanism-based emulator of a slow urban hydrodynamic drainage simulator.

David Machac, Peter Reichert, Jörg Rieckermann, Carlo Albert

Environ. Model. Softw., 2016

Appraisal of data-driven and mechanistic emulators of nonlinear hydrodynamic urban drainage simulators.

Juan Pablo Carbajal, João Paulo Leitão, Carlo Albert, Jörg Rieckermann

CoRR, 2016

2015

A simulated annealing approach to approximate Bayes computations.

Carlo Albert, Hans R. Künsch, Andreas Scheidegger

Stat. Comput., 2015

Model bias and complexity - Understanding the effects of structural deficits and input errors on runoff predictions.

Dario Del Giudice, Peter Reichert, Vojtech Bares, Carlo Albert, Jörg Rieckermann

Environ. Model. Softw., 2015

Bayesian Parameter Inference for 1D Nonlinear Stochastic Differential Equation Models.

Carlo Albert, Simone Ulzega

CoRR, 2015

A Simulated Annealing Approach to Bayesian Inference.

Carlo Albert

CoRR, 2015

2014

The effect of ambiguous prior knowledge on Bayesian model parameter inference and prediction.

Simon L. Rinderknecht, Carlo Albert, Mark E. Borsuk, Nele Schuwirth, Hans R. Künsch, Peter Reichert

Environ. Model. Softw., 2014