Michael Kölle
Hi there!
I'm Michael
I am a researcher in the field of artificial intelligence and quantum mechanics, software- and dev-ops engineer based in Munich.

Latest Research

Explore my recent publications in the fields of artificial intelligence and quantum mechanics.
Evaluating Mutation Techniques in Genetic Algorithm-Based Quantum Circuit Synthesis
Evaluating Mutation Techniques in Genetic Algorithm-Based Quantum Circuit Synthesis
Michael Kölle, Tom Bintener, Maximilian Zorn, Gerhard Stenzel, Leo Sünkel, Thomas Gabor, Claudia Linnhoff-Popien
Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits
Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits
Michael Kölle, Alexander Feist, Jonas Stein, Claudia Linnhoff-Popien
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization
Michael Kölle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
Quantum Transfer Learning: The Impact of Classical Preprocessing
Quantum Transfer Learning: The Impact of Classical Preprocessing
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Julian Hager, Sebastian Zielinski, Claudia Linnhoff-Popien
Sequential Hamiltonian Assembly: Enhancing the Training of Combinatorial Optimization Problems on Quantum Computers
Sequential Hamiltonian Assembly: Enhancing the Training of Combinatorial Optimization Problems on Quantum Computers
undefined Navid Roshani and Jonas Stein and Maximilian Zorn and Michael Kölle and Philipp Altmann and Claudia Linnhoff-Popien

Latest Projects

Discover my latest projects and innovations in technology and software development.

Latest Talks

View my recent invited talks and poster presentations on cutting-edge research topics.