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07/08/2023
Fast Empirical Scenarios
We seek to extract a small number of representative scenarios from large...
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06/20/2023
Solving acoustic scattering problems by the isogeometric boundary element method
We solve acoustic scattering problems by means of the isogeometric bound...
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06/16/2023
Samplet basis pursuit
We consider kernel-based learning in samplet coordinates with l1-regular...
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10/26/2022
Anisotropic multiresolution analyses for deep fake detection
Generative Adversarial Networks (GANs) have paved the path towards entir...
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10/10/2021
Adaptive joint distribution learning
We develop a new framework for embedding (joint) probability distributio...
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09/08/2021
Isogeometric analysis of diffusion problems on random surfaces
In this article, we discuss the numerical solution of diffusion equation...
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07/07/2021
Samplets: A new paradigm for data compression
In this article, we introduce the concept of samplets by transferring th...
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05/31/2021
Isogeometric shape optimization for scaffold structures
The development of materials with specific structural properties is of h...
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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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02/19/2021
Fast and Accurate Uncertainty Quantification for the ECG with Random Electrodes Location
The standard electrocardiogram (ECG) is a point-wise evaluation of the b...
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10/30/2020
Space-time shape uncertainties in the forward and inverse problem of electrocardiography
In electrocardiography, the "classic" inverse problem consists of findin...
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10/27/2020
Isogeometric multilevel quadrature for forward and inverse random acoustic scattering
We study the numerical solution of forward and inverse acoustic scatteri...
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07/03/2020