Author

Thore Gerlach

Observed names: Gerlach, Thore, Gerlach, Thore Thassilo

Institutions: European Space Agency, European Space Research and Technology Centre

Observed institutions: University of Bonn, European Space Agency, Fraunhofer Institute for Intelligent Analysis and Information Systems, Fraunhofer Institute for Communication, Information Processing and Ergonomics, Lamarr Institute for Machine Learning and Artificial Intelligence, European Space Research and Technology Centre

ORCID: 0000-0001-7726-1848

Observed ORCID: 0000-0001-7726-1848

OpenAlex ID: A5077962560

Explaining quantum circuits with Shapley values: towards explainable quantum machine learning

2025 · Raoul Heese, Thore Gerlach, et al. · Quantum Machine Intelligence · 31

Optimum-preserving QUBO parameter compression

2024 · Sascha Mücke, Thore Gerlach, et al. · Quantum Machine Intelligence · 14

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Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning

2022 · Nico Piatkowski, Thore Gerlach, et al. · International Conference on Information Fusion (FUSION) · 12

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Solving Subset Sum Problems using Quantum Inspired Optimization Algorithms with Applications in Auditing and Financial Data Analysis

2022 · David Biesner, Thore Gerlach, et al. · International Conference on Machine Learning and Applications · 7

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Investigating the Relation Between Problem Hardness and QUBO Properties

2024 · Thore Gerlach, Sascha Mücke · Lecture notes in computer science · 5

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Shapley Values with Uncertain Value Functions

2023 · Raoul Heese, Sascha Mücke, et al. · Lecture notes in computer science · 5

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Quantum Optimization for FPGA-Placement

2024 · Thore Gerlach, Stefan Knipp, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 3

FPGA-Placement via Quantum Annealing

2024 · Thore Gerlach, Stefan Knipp, et al. · ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA) · 2

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Policy Rollout Action Selection with Knowledge Gradient for Sensor Path Planning

2021 · Thore Gerlach, Folker Hoffmann, et al. · International Conference on Information Fusion (FUSION) · 2

Dynamic Range Reduction via Branch-and-Bound

2025 · Thore Gerlach, Nico Piatkowski · IEEE International Conference on Quantum Computing and Engineering (QCE) · 1

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Standardization of Multi-Objective QUBOs

2025 · Loong Kuan Lee, Thore Gerlach, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 1

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Data for: Explainable Quantum Machine Learning

2023 · Heese, Raoul, Gerlach, Thore, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1

Proceedings of the 3rd Conference on AI in and for Space (SPAICE 2026)

2026 · Izzo, Dario, Acciarini, Giacomo, et al. · arXiv (Cornell University)

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Measurement-Efficient Differentiable Quantum Architecture Search for Combinatorial Optimization

2026 · Theißinger, Lukas, Gerlach, Thore, et al. · arXiv (Cornell University)

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Task-Aware Discretization of Differentiable Logic Gate Networks

2026 · Gerlach, Thore · arXiv (Cornell University)

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Hardware-Aware QUBO Reformulation of Constrained Binary Optimization via the Walsh-Fourier Transform

2026 · Lee, Loong Kuan, Nagarajan, Harsha, et al. · arXiv (Cornell University)

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Towards Foundation Models for Quantum Unitary Synthesis via Zero-Shot MDL

2026 · Theißinger, Lukas, Gerlach, Thore, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft)

WARP Logic Neural Networks

2026 · Gerlach, Lino, Gerlach, Thore, et al. · arXiv (Cornell University)

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Beyond Reinforcement Learning: Fast and Scalable Quantum Circuit Synthesis

2026 · Theißinger, Lukas, Gerlach, Thore, et al. · arXiv (Cornell University)

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Quadratic Continuous Quantum Optimization

2025 · Mücke, Sascha, Gerlach, Thore, et al. · arXiv (Cornell University)

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Quadratic Continuous Quantum Optimization

2025 · Sascha Mücke, Thore Gerlach, et al. · IEEE International Conference on Quantum Artificial Intelligence (QAI)

Kernel $k$-Medoids as General Vector Quantization

2025 · Thore Gerlach, Sascha Mücke, et al. · IEEE International Conference on Quantum Artificial Intelligence (QAI)

WARP-LUTs -- Walsh-Assisted Relaxation for Probabilistic Look Up Tables

2025 · Gerlach, Lino, Våge, Liv, et al. · arXiv (Cornell University)

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Multi-Objective Quantum Power System Redispatch

2025 · Loong Kuan Lee, Thore Gerlach, et al. · IEEE International Conference on Data Science and Advanced Analytics (DSAA)

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Quantum Adiabatic Generation of Human-Like Passwords

2025 · Sascha Mücke, Raoul Heese, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE)

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Works count: 30

Citation count: 84

H-index: 5

I10-index: 3