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05/05/2021
Space-time multilevel quadrature methods and their application for cardiac electrophysiology
We present a novel approach which aims at high-performance uncertainty q...
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04/07/2020
Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs
Event-based cameras are novel, efficient sensors inspired by the human v...
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02/21/2020
Neural Lyapunov Model Predictive Control
This paper presents Neural Lyapunov MPC, an algorithm to alternately tra...
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11/15/2019
Safe Interactive Model-Based Learning
Control applications present hard operational constraints. A violation o...
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11/14/2019
Space-time multilevel Monte Carlo methods and their application to cardiac electrophysiology
We present a novel approach aimed at high-performance uncertainty quanti...
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06/17/2019
Accelerating Neural ODEs with Spectral Elements
This paper proposes the use of spectral element methods canuto_spectral_...
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08/21/2018