Florian Marquardt

According to our database, Florian Marquardt authored at least 30 papers between 2006 and 2025.

Collaborative distances:

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

2025

Quantum computing and artificial intelligence: status and perspectives.

Giovanni Acampora, Andris Ambainis, Natalia Ares, Leonardo Banchi, Pallavi Bhardwaj, Daniele Binosi, G. Andrew D. Briggs, Tommaso Calarco, Vedran Dunjko, Jens Eisert, Olivier Ezratty, Paul Erker, Federico Fedele, Elies Gil-Fuster, Martin Gärttner, Mats Granath, Markus Heyl, Iordanis Kerenidis, Matthias Klusch, Anton Frisk Kockum, Richard Kueng, Mario Krenn, Jörg Lässig, Antonio Macaluso, Sabrina Maniscalco, Florian Marquardt, Kristel Michielsen, Gorka Muñoz-Gil, Daniel Müssig, Hendrik Poulsen Nautrup, Evert P. L. van Nieuwenburg, Roman Orus, Jörg Schmiedmayer, Markus Schmitt, Philipp Slusallek, Filippo Vicentini, Christof Weitenberg, Frank K. Wilhelm

CoRR, May, 2025

Meta-learning characteristics and dynamics of quantum systems.

Lucas Schorling, Pranav Vaidhyanathan, Jonas Schuff, Miguel J. Carballido, Dominik M. Zumbühl, Gerard Milburn, Florian Marquardt, Jakob N. Foerster, Michael A. Osborne, Natalia Ares

CoRR, March, 2025

<i>d</i>CG - differentiable connected geometries for AI-compatible multi-domain optimization and inverse design.

Alexander Luce, Daniel Grünbaum, Florian Marquardt

Mach. Learn. Sci. Technol., 2025

Towards Personal Assistants for Energy Processes Based on Locally Deployed LLMs.

Maximilian Orlowski, Emilia Knauff, Florian Marquardt

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

2024

Model-aware reinforcement learning for high-performance Bayesian experimental design in quantum metrology.

Federico Belliardo, Fabio Zoratti, Florian Marquardt, Vittorio Giovannetti

Quantum, 2024

Training coupled phase oscillators as a neuromorphic platform using equilibrium propagation.

Qingshan Wang, Clara C. Wanjura, Florian Marquardt

Neuromorph. Comput. Eng., 2024

Optimizing ZX-diagrams with deep reinforcement learning.

Maximilian Nägele, Florian Marquardt

Mach. Learn. Sci. Technol., 2024

Quantum feedback control with a transformer neural network architecture.

Pranav Vaidhyanathan, Florian Marquardt, Mark T. Mitchison, Natalia Ares

CoRR, 2024

Quantum Equilibrium Propagation for efficient training of quantum systems based on Onsager reciprocity.

Clara C. Wanjura, Florian Marquardt

CoRR, 2024

Training of Physical Neural Networks.

Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright, Peter L. McMahon, Clara C. Wanjura, Yuhang Li, Anas Skalli, Natalia G. Berloff, Tatsuhiro Onodera, Ilker Oguz, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury

CoRR, 2024

Tackling Decision Processes with Non-Cumulative Objectives using Reinforcement Learning.

Maximilian Nägele, Jan Olle, Thomas Fösel, Remmy Zen, Florian Marquardt

CoRR, 2024

2023

Deep Bayesian experimental design for quantum many-body systems.

Leopoldo Sarra, Florian Marquardt

Mach. Learn. Sci. Technol., December, 2023

Deep recurrent networks predicting the gap evolution in adiabatic quantum computing.

Naeimeh Mohseni, Carlos Navarrete-Benlloch, Tim Byrnes, Florian Marquardt

Quantum, June, 2023

Investigation of inverse design of multilayer thin-films with conditional invertible neural networks.

Alexander Luce, Ali Mahdavi, Heribert Wankerl, Florian Marquardt

Mach. Learn. Sci. Technol., March, 2023

Fully Non-Linear Neuromorphic Computing with Linear Wave Scattering.

Clara C. Wanjura, Florian Marquardt

CoRR, 2023

2022

Deep Reinforcement Learning for Quantum State Preparation with Weak Nonlinear Measurements.

Riccardo Porotti, Antoine Essig, Benjamin Huard, Florian Marquardt

Quantum, 2022

Deep Learning of Quantum Many-Body Dynamics via Random Driving.

Naeimeh Mohseni, Thomas Fösel, Lingzhen Guo, Carlos Navarrete-Benlloch, Florian Marquardt

Quantum, 2022

Artificial Intelligence and Machine Learning for Quantum Technologies.

Mario Krenn, Jonas Landgraf, Thomas Foesel, Florian Marquardt

CoRR, 2022

2021

TMM-Fast: A Transfer Matrix Computation Package for Multilayer Thin-Film Optimization.

Alexander Luce, Ali Mahdavi, Florian Marquardt, Heribert Wankerl

CoRR, 2021

Self-learning Machines based on Hamiltonian Echo Backpropagation.

Victor Lopez-Pastor, Florian Marquardt

CoRR, 2021

2020

Renormalized Mutual Information for Extraction of Continuous Features.

Leopoldo Sarra, Andrea Aiello, Florian Marquardt

CoRR, 2020

2010

Dienstekomposition in intelligenten Umgebungen basierend auf KI-Planung.

Florian Marquardt

PhD thesis, 2010

2009

Examples of Quantum Dynamics in Optomechanical Systems.

Max Ludwig, Georg Heinrich, Florian Marquardt

Proceedings of the Quantum Communication and Quantum Networking, 2009

An AI-Planning based Service Composition Architecture for Ambient Intelligence.

Florian Marquardt, Adelinde M. Uhrmacher

Proceedings of the Workshops Proceedings of the 5th International Conference on Intelligent Environments, 2009

Modelling Device Actions in Smart Environments.

Christiane Plociennik, Christoph Burghardt, Florian Marquardt, Thomas Kirste, Adelinde M. Uhrmacher

Proceedings of the Intelligent Interactive Assistance and Mobile Multimedia Computing, 2009

Creating AI Planning Domains for Smart Environments Using PDDL.

Florian Marquardt, Adelinde M. Uhrmacher

Proceedings of the Intelligent Interactive Assistance and Mobile Multimedia Computing, 2009

2008

Smart environments meet the semantic web.

Christiane Reisse, Christoph Burghardt, Florian Marquardt, Thomas Kirste, Adelinde M. Uhrmacher

Proceedings of the 7th International Conference on Mobile and Ubiquitous Multimedia, 2008

Evaluating AI planning for service composition in smart environments.

Florian Marquardt, Adelinde M. Uhrmacher

Proceedings of the 7th International Conference on Mobile and Ubiquitous Multimedia, 2008

2007

Exploiting web service techniques for composing simulation models.

Mathias Röhl, Florian Marquardt, Adelinde M. Uhrmacher

Proceedings of the Winter Simulation Conference, 2007

2006

Advances in Spatiotemporal Interoperability based on HLA and OGC Standards.

Ulrich Raape, Patrick Kautz, Florian Marquardt, Frank Mewes, Thomas Schulze

Proceedings of the Simulation und Visualisierung 2006 (SimVis 2006), 2006