2026 Andreas Kirsch: Mathematics Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Mathematics	42	1767	1534	104	92	130	8941

Discipline name

D-Index

World Ranking

Current World Ranking

National Ranking

Current National Ranking

Publications

Citations

Mathematics

1767

1534

104

130

8941

Overview

Andreas Kirsch is affiliated with the Karlsruhe Institute of Technology in Germany. Their research primarily spans the field of Computer Science with a focus on subfields including Artificial Intelligence, Mathematical Physics, Computational Theory and Mathematics, Atomic and Molecular Physics, and Optics, as well as Electrical and Electronic Engineering.

Their work covers a range of main topics, notably:

Machine Learning and Algorithms
Machine Learning and Data Classification
Numerical methods in inverse problems
Advanced Mathematical Modeling in Engineering
Electromagnetic Scattering and Analysis
Gaussian Processes and Bayesian Inference
Electromagnetic Simulation and Numerical Methods

Andreas Kirsch has published extensively with a total of 58 works in Computer Science, featuring a significant number of publications in Artificial Intelligence. Their frequent publication venues include:

arXiv (Cornell University)
Mathematical Methods in the Applied Sciences
Numerische Mathematik
Inverse Problems
SIAM Journal on Applied Mathematics

Among notable recent papers are:

"Plex: Towards Reliability using Pretrained Large Model Extensions," 2022, arXiv (Cornell University)
"Prioritized Training on Points that are Learnable, Worth Learning, and Not Yet Learnt," 2022, arXiv (Cornell University)
"Deep Deterministic Uncertainty: A Simple Baseline," 2021, arXiv (Cornell University)
"A scattering problem for a local perturbation of an open periodic waveguide," 2022, Mathematical Methods in the Applied Sciences
"Unpacking Information Bottlenecks: Unifying Information-Theoretic Objectives in Deep Learning," 2020, arXiv (Cornell University)

Co-authorship is a notable aspect of their research activity, frequently collaborating with:

Yarin Gal
Sebastian Farquhar
Joost van Amersfoort
Muhammed Razzak
Guanghui Hu

In addition to journal and conference papers, Andreas Kirsch has contributed to book publications, including "An Introduction to the Mathematical Theory of Inverse Problems" published by Springer Nature in 2021.

Best Publications

A simple method for solving inverse scattering problems in the resonance region

David L. Colton

897
Citations
Characterization of the shape of a scattering obstacle using the spectral data of the far field operator

Andreas Kirsch

745
Citations
The Factorization Method for Inverse Problems

Andreas Kirsch;Natalia Grinberg

701
Citations
The MUSIC-algorithm and the factorization method in inverse scattering theory for inhomogeneous media

Andreas Kirsch

374
Citations
The domain derivative and two applications in inverse scattering theory

A Kirsch

365
Citations
Uniqueness in inverse obstacle scattering (acoustics)

A Kirsch;R Kress

255
Citations
Factorization of the far-field operator for the inhomogeneous medium case and an application in inverse scattering theory

Andreas Kirsch

213
Citations
A linear sampling method for inverse scattering from an open arc

Andreas Kirsch;Stefan Ritter

202
Citations
The Mathematical Theory of Time-Harmonic Maxwell's Equations

Andre As Kirsch;Fr Ank Hettlich

199
Citations
On the existence of transmission eigenvalues

Andreas Kirsch

156
Citations
On the interior transmission eigenvalue problem

Fioralba Cakoni;Andreas Kirsch

149
Citations
Far-field patterns for acoustic waves in an inhomogeneous medium

D. Colton;A. Kirsch;L. Päivärinta

137
Citations
Diffraction by periodic structures

Andreas Kirsch

130
Citations
The factorization method for a class of inverse elliptic problems

Andreas Kirsch

121
Citations
The factorization method in inverse scattering from periodic structures

Tilo Arens;Andreas Kirsch

120
Citations
The factorization method for Maxwell's equations

Andreas Kirsch

115
Citations
Uniqueness theorems in inverse scattering theory for periodic structures

A Kirsch

108
Citations
An analysis of the coupling of finite-element and Nyström methods in acoustic scattering

A. Kirsch;P. Monk

106
Citations
The conductive boundary condition for Maxwell's equations

T. S. Angell;A. Kirsch

104
Citations
The inside?outside duality for scattering problems by inhomogeneous media

Andreas Kirsch;Armin Lechleiter

88
Citations
Dense sets and far field patterns for acoustic waves in an inhomogeneous medium

David Colton

2
Citations

Frequent Co-Authors

David Colton University of Delaware

Peter Monk University of Delaware

Fioralba Cakoni Rutgers, The State University of New Jersey

Otmar Scherzer University of Vienna

Martin Hanke Johannes Gutenberg University of Mainz

Simon N. Chandler-Wilde University of Reading

Houssem Haddar École Polytechnique

External Links

Personal website of Andreas Kirsch

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