activity
20112022
most citedAppraisal of data-driven and mechanistic emulators of nonlinear hydrodynamic urban drainage simulators

47 citations · 147 across the 15 of their papers we have counts for

collaborators

15 papers

cs.LG2022★ 5 cited

Chemoreception and chemotaxis of a three-sphere swimmer

Stevens Paz, Roberto F. Ausas, Juan P. Carbajal +1

The coupled problem of hydrodynamics and solute transport for the Najafi-Golestanian three-sphere swimmer is studied, with the Reynolds number set to zero and Péclet numbers (Pe) r…

cs.ET2020★ 13 cited

Learning by mistakes in memristor networks

Juan Pablo Carbajal, Daniel Alejandro Martin, Dante Renato Chialvo

Recent results in adaptive matter revived the interest in the implementation of novel devices able to perform brain-like operations. Here we introduce a training algorithm for a me…

cs.ET2018

Memristors for the Curious Outsiders

Francesco Caravelli, Juan Pablo Carbajal

We present both an overview and a perspective of recent experimental advances and proposed new approaches to performing computation using memristors. A memristor is a 2-terminal pa…

stat.ME2016★ 47 cited

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

Juan Pablo Carbajal, João Paulo Leitão, Carlo Albert +1

Many model based scientific and engineering methodologies, such as system identification, sensitivity analysis, optimization and control, require a large number of model evaluation…

cs.CY2016★ 5 cited

Building ArtBots to Attract Students into STEM Learning

Francis wyffels, Willem Van de Steene, Jelle Roets +2

There is an increasing worldwide demand for people educated into science and technology. Unfortunately, girls and underprivileged students are often underrepresented in Science, Te…

cs.LG2014★ 46 cited

Memristor models for machine learning

Juan Pablo Carbajal, Joni Dambre, Michiel Hermans +1

In the quest for alternatives to traditional CMOS, it is being suggested that digital computing efficiency and power can be improved by matching the precision to the application. M…

cs.RO2014

Robustness: a new SLIP model based criterion for gait transitions in bipedal locomotion

Harold Roberto Martinez Salazar, Juan Pablo Carbajal, Yuri P. Ivanenko

Bipedal locomotion is a phenomenon that still eludes a fundamental and concise mathematical understanding. Conceptual models that capture some relevant aspects of the process exist…

cs.RO2014★ 1 cited

Bio-inspired friction switches: adaptive pulley systems

Konstantinos Dermitzakis, Juan Pablo Carbajal

Frictional influences in tendon-driven robotic systems are generally unwanted, with efforts towards minimizing them where possible. In the human hand however, the tendon-pulley sys…

cs.RO2012★ 15 cited

Synthesis and Adaptation of Effective Motor Synergies for the Solution of Reaching Tasks

Cristiano Alessandro, Juan Pablo Carbajal, Andrea d'Avella

Taking inspiration from the hypothesis of muscle synergies, we propose a method to generate open loop controllers for an agent solving point-to-point reaching tasks. The controller…

cs.RO2011

Magneto-mechanical actuation model for fin-based locomotion

Juan Pablo Carbajal, Naveen Kuppuswamy

In this paper, we report the results from the analysis of a numerical model used for the design of a magnetic linear actuator with applications to fin-based locomotion. Most of the…

cs.RO2011

SNF Project Locomotion: Progress report 2008-2009

Matej Hoffmann, Juan Pablo Carbajal, Marc Ziegler

Summary of results (project period 1. 10. 2008 - 30. 9. 2009) of SNFS Project "From locomotion to cognition" The research that we have been involved in, and will continue to do, st…

cs.RO2011

SNF Project Locomotion: Final report 2009-2010

Matej Hoffmann, Juan Pablo Carbajal, Marc Ziegler

Summary of results in last project period (1. 10. 2009 - 30. 9. 2010) of SNFS Project "From locomotion to cognition" The research that we have been involved in, and will continue t…

physics.ed-ph2011★ 1 cited

Promoting scientific thinking with robots

Juan Pablo Carbajal, Dorit Assaf, Emanuel Benker

This article describes an exemplary robot exercise which was conducted in a class for mechatronics students. The goal of this exercise was to engage students in scientific thinking…

cs.RO2011★ 14 cited

Exploiting the Passive Dynamics of a Compliant Leg to Develop Gait Transitions

Harold Roberto Martinez Salazar, Juan Pablo Carbajal

In the area of bipedal locomotion, the spring loaded inverted pendulum (SLIP) model has been proposed as a unified framework to explain the dynamics of a wide variety of gaits. In…

cs.RO2011

Modeling and frequency domain analysis of nonlinear compliant joints for a passive dynamic swimmer

Juan Pablo Carbajal, Rafael Bayma, Marc Ziegler +1

In this paper we present the study of the mathematical model of a real life joint used in an underwater robotic fish. Fluid-structure interaction is utterly simplified and the moti…