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Michael K\"olle — most-cited papers & profile · Quantum Computing
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overview
Michael K\"olle
31
papers ·
57
citations
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Most-cited papers
Quantum Advantage Actor-Critic for Reinforcement Learning
2024 · 15 citations
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis
2024 · 8 citations
Quantum Denoising Diffusion Models
2024 · 2 citations
Weight Re-Mapping for Variational Quantum Algorithms
2023 · 1 citations
Towards Efficient Quantum Anomaly Detection: One-Class SVMs using Variable Subsampling and Randomized Measurements
2023 · 1 citations
Challenges for Reinforcement Learning in Quantum Circuit Design
2023 · 1 citations
Solving Max-3SAT Using QUBO Approximation
2024 · 1 citations
An Adaptive Purification Controller for Quantum Networks: Dynamic Protocol Selection and Multipartite Distillation
2026
Evaluating Mutation Techniques in Genetic Algorithm-Based Quantum Circuit Synthesis
2025
Quality Diversity for Variational Quantum Circuit Optimization
2025
Investigating Parameter-Efficiency of Hybrid QuGANs Based on Geometric Properties of Generated Sea Route Graphs
2025
Introducing Reduced-Width QNNs, an AI-inspired Ansatz Design Pattern
2023
Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization
2023
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly
2023
Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting
2024
Top co-authors
Claudia Linnhoff-Popien
· 13
Philipp Altmann
· 10
Jonas Stein
· 7
Maximilian Zorn
· 7
Thomas Gabor
· 6
Gerhard Stenzel
· 4
Jonas N\"u{\ss}lein
· 3
Jonas Stein
· 3
Sebastian Zielinski
· 3
Julian Hager
· 2
Leo S\"unkel
· 2
Maximilian Zorn
· 2
Topics
Quantum Algorithms
Quantum Machine Learning
Variational Methods
Quantum Simulation
NISQ
Quantum Software
Theory
Error Correction
Hardware