Search Results for author: Juan Pablo Carbajal

Found 2 papers, 0 papers with code

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

no code implementations25 Sep 2016 Juan Pablo Carbajal, João Paulo Leitão, Carlo Albert, Jörg Rieckermann

In this paper, we therefore compare the performance of two families of emulators for open channel flows in the context of urban drainage simulators.

Gaussian Processes

Memristor models for machine learning

no code implementations9 Jun 2014 Juan Pablo Carbajal, Joni Dambre, Michiel Hermans, Benjamin Schrauwen

In this work, we explore the use of memristor networks for analog approximate computation, based on a machine learning framework called reservoir computing.

BIG-bench Machine Learning

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