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Florian Marquardt
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2020 – today
- 2024
- [j7]Maximilian Nägele
, Florian Marquardt
Optimizing ZX-diagrams with deep reinforcement learning. Mach. Learn. Sci. Technol. 5(3): 35077 (2024) - [j6]Qingshan Wang
Training coupled phase oscillators as a neuromorphic platform using equilibrium propagation. Neuromorph. Comput. Eng. 4(3): 34014 (2024) - [i12]Qingshan Wang, Clara C. Wanjura, Florian Marquardt:
Training Coupled Phase Oscillators as a Neuromorphic Platform using Equilibrium Propagation. CoRR abs/2402.08579 (2024) - [i11]Maximilian Nägele, Jan Olle, Thomas Fösel, Remmy Zen, Florian Marquardt:
Tackling Decision Processes with Non-Cumulative Objectives using Reinforcement Learning. CoRR abs/2405.13609 (2024) - [i10]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
Training of Physical Neural Networks. CoRR abs/2406.03372 (2024) - [i9]Clara C. Wanjura, Florian Marquardt:
Quantum Equilibrium Propagation for efficient training of quantum systems based on Onsager reciprocity. CoRR abs/2406.06482 (2024) - 2023
- [j5]Alexander Luce
Investigation of inverse design of multilayer thin-films with conditional invertible neural networks. Mach. Learn. Sci. Technol. 4(1): 15014 (2023) - [j4]Leopoldo Sarra
Deep Bayesian experimental design for quantum many-body systems. Mach. Learn. Sci. Technol. 4(4): 45022 (2023) - [j3]Naeimeh Mohseni, Carlos Navarrete-Benlloch, Tim Byrnes, Florian Marquardt
Deep recurrent networks predicting the gap evolution in adiabatic quantum computing. Quantum 7: 1039 (2023) - [i8]Leopoldo Sarra, Florian Marquardt:
Deep Bayesian Experimental Design for Quantum Many-Body Systems. CoRR abs/2306.14510 (2023) - [i7]Clara C. Wanjura, Florian Marquardt:
Fully Non-Linear Neuromorphic Computing with Linear Wave Scattering. CoRR abs/2308.16181 (2023) - [i6]Maximilian Nägele, Florian Marquardt:
Optimizing ZX-Diagrams with Deep Reinforcement Learning. CoRR abs/2311.18588 (2023) - 2022
- [j2]Naeimeh Mohseni, Thomas Fösel, Lingzhen Guo, Carlos Navarrete-Benlloch, Florian Marquardt:
Deep Learning of Quantum Many-Body Dynamics via Random Driving. Quantum 6: 714 (2022) - [j1]Riccardo Porotti
Deep Reinforcement Learning for Quantum State Preparation with Weak Nonlinear Measurements. Quantum 6: 747 (2022) - [i5]Mario Krenn, Jonas Landgraf, Thomas Foesel, Florian Marquardt:
Artificial Intelligence and Machine Learning for Quantum Technologies. CoRR abs/2208.03836 (2022) - [i4]Alexander Luce, Ali Mahdavi, Heribert Wankerl, Florian Marquardt:
Investigation of inverse design of multilayer thin-films with conditional invertible Neural Networks. CoRR abs/2210.04629 (2022) - 2021
- [i3]Victor Lopez-Pastor, Florian Marquardt
Self-learning Machines based on Hamiltonian Echo Backpropagation. CoRR abs/2103.04992 (2021) - [i2]Alexander Luce, Ali Mahdavi, Florian Marquardt, Heribert Wankerl:
TMM-Fast: A Transfer Matrix Computation Package for Multilayer Thin-Film Optimization. CoRR abs/2111.13667 (2021) - 2020
- [i1]Leopoldo Sarra, Andrea Aiello, Florian Marquardt:
Renormalized Mutual Information for Extraction of Continuous Features. CoRR abs/2005.01912 (2020)
2010 – 2019
- 2010
- [b1]Florian Marquardt:
Dienstekomposition in intelligenten Umgebungen basierend auf KI-Planung. University of Rostock, 2010, pp. 1-240
2000 – 2009
- 2009
- [c8]Christiane Plociennik, Christoph Burghardt, Florian Marquardt, Thomas Kirste, Adelinde M. Uhrmacher:
Modelling Device Actions in Smart Environments. IMC 2009: 213-224 - [c7]Florian Marquardt, Adelinde M. Uhrmacher:
Creating AI Planning Domains for Smart Environments Using PDDL. IMC 2009: 263-274 - [c6]Florian Marquardt, Adelinde M. Uhrmacher:
An AI-Planning based Service Composition Architecture for Ambient Intelligence. Intelligent Environments (Workshops) 2009: 145-152 - [c5]Max Ludwig, Georg Heinrich, Florian Marquardt:
Examples of Quantum Dynamics in Optomechanical Systems. QuantumComm 2009: 167-179 - 2008
- [c4]Florian Marquardt, Adelinde M. Uhrmacher:
Evaluating AI planning for service composition in smart environments. MUM 2008: 48-55 - [c3]Christiane Reisse, Christoph Burghardt, Florian Marquardt, Thomas Kirste, Adelinde M. Uhrmacher:
Smart environments meet the semantic web. MUM 2008: 88-91 - 2007
- [c2]Mathias Röhl, Florian Marquardt, Adelinde M. Uhrmacher:
Exploiting web service techniques for composing simulation models. WSC 2007: 833-841 - 2006
- [c1]Ulrich Raape, Patrick Kautz, Florian Marquardt, Frank Mewes, Thomas Schulze:
Advances in Spatiotemporal Interoperability based on HLA and OGC Standards. SimVis 2006: 179-194
Coauthor Index
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