Patrick Gelß

According to our database, Patrick Gelß authored at least 13 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Numerical approximation of the Koopman-von Neumann equation: Operator learning and quantum computing.

Stefan Klus, Feliks Nüske, Patrick Gelß

CoRR, April, 2026

Tensor Decomposition for Non-Clifford Gate Minimization.

Kirill Khoruzhii, Patrick Gelß, Sebastian Pokutta

CoRR, February, 2026

Graph Isomorphism: Mixed-Integer Convex Optimization from First-Order Methods.

Wenjie Xiao, Mathieu Besançon, Patrick Gelß, Deborah Hendrych, Stefan Klus, Sebastian Pokutta

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2026

2025

Faster Algorithms for Structured Matrix Multiplication via Flip Graph Search.

Kirill Khoruzhii, Patrick Gelß, Sebastian Pokutta

CoRR, November, 2025

Workflow-Driven Modeling for the Compute Continuum: An Optimization Approach to Automated System and Workload Scheduling.

Aasish Kumar Sharma, Christian Boehme, Patrick Gelß, Ramin Yahyapour, Julian M. Kunkel

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

2024

Fredholm Integral Equations for Function Approximation and the Training of Neural Networks.

Patrick Gelß, Aizhan Issagali, Ralf Kornhuber

SIAM J. Math. Data Sci., 2024

2023

Continuous optimization methods for the graph isomorphism problem.

Stefan Klus, Patrick Gelß

CoRR, 2023

2021

Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry.

Stefan Klus, Patrick Gelß, Feliks Nüske, Frank Noé

Mach. Learn. Sci. Technol., 2021

Feature space approximation for kernel-based supervised learning.

Patrick Gelß, Stefan Klus, Ingmar Schuster, Christof Schütte

Knowl. Based Syst., 2021

2019

Tensor-based EDMD for the Koopman analysis of high-dimensional systems.

Feliks Nüske, Patrick Gelß, Stefan Klus, Cecilia Clementi

CoRR, 2019

Tensor-Based Algorithms for Image Classification.

Stefan Klus, Patrick Gelß

Algorithms, 2019

2017

Nearest-neighbor interaction systems in the tensor-train format.

Patrick Gelß, Stefan Klus, Sebastian Matera, Christof Schütte

J. Comput. Phys., 2017

2016

Solving the master equation without kinetic Monte Carlo: Tensor train approximations for a CO oxidation model.

Patrick Gelß, Sebastian Matera, Christof Schütte

J. Comput. Phys., 2016