activity
20212026
most citedPrecise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs

8 citations · 12 across the 9 of their papers we have counts for

collaborators

11 papers

math.NA2026

The modulated Fourier expansion for waves propagating through time-modulated media

Jörg Nick

Controlling waves by actively changing the material parameters of a medium enables the development of new acoustic and electrical devices. Modulating the material breaks classical…

math.NA2025

The temporal domain derivative in inverse acoustic obstacle scattering

Marvin Knöller, Jörg Nick

This work describes and analyzes the domain derivative for a time-dependent acoustic scattering problem. We study the nonlinear operator that maps a sound-soft scattering object to…

math.NA2025

A posteriori error estimates and space-adaptive mesh refinements for time-dependent scattering problems

Théophile Chaumont-Frelet, Heiko Gimperlein, Ignacio Labarca-Figueroa +1

This work studies a posteriori error estimates and their use for time-dependent acoustic scattering problems, formulated as a time-dependent boundary integral equation based on a s…

cs.CV2025★ 2 cited

Enhanced Anomaly Detection for Capsule Endoscopy Using Ensemble Learning Strategies

Julia Werner, Christoph Gerum, Jorg Nick +4

Capsule endoscopy is a method to capture images of the gastrointestinal tract and screen for diseases which might remain hidden if investigated with standard endoscopes. Due to the…

math.NA2025

Regularized dynamical parametric approximation of stiff evolution problems

Christian Lubich, Jörg Nick

Evolutionary deep neural networks have emerged as a rapidly growing field of research. This paper studies numerical integrators for such and other classes of nonlinear parametrizat…

math.NA2024

Regularized dynamical parametric approximation

Michael Feischl, Caroline Lasser, Christian Lubich +1

This paper studies the numerical approximation of evolution equations by nonlinear parametrizations $u(t)=Φ(\param(t))$ with time-dependent parameters $\param(t)$, which are to be…

math.NA2023

Time-dependent electromagnetic scattering from dispersive materials

Jörg Nick, Selina Burkhard, Christian Lubich

This paper studies time-dependent electromagnetic scattering from metamaterials that are described by dispersive material laws. We consider the numerical treatment of a scattering…

cs.LG2023★ 8 cited

Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs

Julia Werner, Christoph Gerum, Moritz Reiber +2

This paper presents a method to efficiently classify the gastroenterologic section of images derived from Video Capsule Endoscopy (VCE) studies by exploring the combination of a Co…

stat.ML2023★ 2 cited

The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions

Jonathan Schmidt, Philipp Hennig, Jörg Nick +1

Inference and simulation in the context of high-dimensional dynamical systems remain computationally challenging problems. Some form of dimensionality reduction is required to make…

math.NA2022

Numerical analysis for electromagnetic scattering from nonlinear boundary conditions

Jörg Nick

This work studies time-dependent electromagnetic scattering from obstacles whose interaction with the wave is fully determined by a nonlinear boundary condition. In particular, the…

math.NA2021

Time-dependent electromagnetic scattering from thin layers

Jörg Nick, Balázs Kovács, Christian Lubich

The scattering of electromagnetic waves from obstacles with wave-material interaction in thin layers on the surface is described by generalized impedance boundary conditions, which…