Publications (47)
Learning Encodings by Maximizing State Distinguishability: Variational Quantum Error Correction
Nico Meyer, Christopher Mutschler, Andreas Maier +1
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients
Marco Wiedmann, Marc Hölle, Maniraman Periyasamy +5
Many-flavor Phase Diagram of the (2+1)d Gross-Neveu Model at Finite Temperature
Daniel D. Scherer, Jens Braun, Holger Gies
Interacting electrons on trilayer honeycomb lattices
Michael M. Scherer, Stefan Uebelacker, Daniel D. Scherer +1
Fourier Analysis of Variational Quantum Circuits for Supervised Learning
Marco Wiedmann, Maniraman Periyasamy, Daniel D. Scherer
Comprehensive Library of Variational LSE Solvers
Nico Meyer, Martin Röhn, Jakob Murauer +3
Role of multiorbital effects in the magnetic phase diagram of iron-pnictides
Morten H. Christensen, Daniel D. Scherer, Panagiotis Kotetes +1
Collective magnetic excitations of $C_{4}$ symmetric magnetic states in iron-based superconductors
Daniel D. Scherer, Ilya Eremin, Brian M. Andersen
Interplay of nematic and magnetic orders in FeSe under pressure
Daniel D. Scherer, Anthony Jacko, Christoph Friedrich +4
Learning Logical Operations for Arbitrary Quantum Error Correction Codes
Nico Meyer, Christopher Mutschler, Dominik Seuà +2
A Transferable Machine Learning Approach to Predict Optimized Orbitals for Electronic Structure Problems
Lucas van der Horst, Maniraman Periyasamy, Abhishek Y. Dubey +3
Benchmarking Quantum Reinforcement Learning
Nico Meyer, Christian Ufrecht, George Yammine +3
CutReg: A loss regularizer for enhancing the scalability of QML via adaptive circuit cutting
Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer +1
Spin-Orbit Coupling and Magnetic Anisotropy in Iron-Based Superconductors
Daniel D. Scherer, Brian M. Andersen
Spin Waves in Detwinned BaFe$_2$As$_2$
Xingye Lu, Daniel D. Scherer, David W. Tam +8
Bond-ordered states and $f$-wave pairing of spinless fermions on the honeycomb lattice
Stephan Hesselmann, Daniel D. Scherer, Michael M. Scherer +1
Learning to Concatenate Quantum Codes
Nico Meyer, Christopher Mutschler, Dominik Seuà +2
Joint Cutting for Hybrid Schrödinger-Feynman Simulation of Quantum Circuits
Laura S. Herzog, Lukas Burgholzer, Christian Ufrecht +2
SCIM MILQ: An HPC Quantum Scheduler
Philipp Seitz, Manuel Geiger, Christian Ufrecht +4
Unitary Synthesis of Clifford+T Circuits with Reinforcement Learning
Sebastian Rietsch, Abhishek Y. Dubey, Christian Ufrecht +4
A Survey on Quantum Reinforcement Learning
Nico Meyer, Christian Ufrecht, Maniraman Periyasamy +3
Optimized Circuit Cutting for QAOA Sampling Tasks
Friedrich Wagner, Christian Ufrecht, Martin Braun +1
Optimizing Quantum Circuits via ZX Diagrams using Reinforcement Learning and Graph Neural Networks
Alexander Mattick, Maniraman Periyasamy, Christian Ufrecht +4
Uncovering Instabilities in Variational-Quantum Deep Q-Networks
Maja Franz, Lucas Wolf, Maniraman Periyasamy +5
Warm-Start Variational Quantum Policy Iteration
Nico Meyer, Jakob Murauer, Alexander Popov +4
Effects of spin-orbit coupling on the neutron spin resonance in iron-based superconductors
Daniel D. Scherer, Brian M. Andersen
Unconventional pairing and electronic dimerization instabilities in the doped Kitaev-Heisenberg model
Daniel D. Scherer, Michael M. Scherer, Giniyat Khaliullin +2
Optimized Compilation of Logical Clifford Circuits
Alexander Popov, Nico Meyer, Daniel D. Scherer +1
Renormalization Group Study of Magnetic Catalysis in the 3d Gross-Neveu Model
Daniel D. Scherer, Holger Gies
BCQQ: Batch-Constraint Quantum Q-Learning with Cyclic Data Re-uploading
Maniraman Periyasamy, Marc Hölle, Marco Wiedmann +3
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks
Nico Meyer, Christian Ufrecht, Maniraman Periyasamy +4
Correlated spinless fermions on the honeycomb lattice revisited
Daniel D. Scherer, Michael M. Scherer, Carsten Honerkamp
Subperiods and apparent pairing in integer quantum Hall interferometers
Giovanni A. Frigeri, Daniel D. Scherer, Bernd Rosenow
Optimal joint cutting of two-qubit rotation gates
Christian Ufrecht, Laura S. Herzog, Daniel D. Scherer +4
Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning
Nico Meyer, Daniel D. Scherer, Axel Plinge +2
Cutting multi-control quantum gates with ZX calculus
Christian Ufrecht, Maniraman Periyasamy, Sebastian Rietsch +3
Asymptotic safety: a simple example
Jens Braun, Holger Gies, Daniel D. Scherer
Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz Regularization
Nico Meyer, Julian Berberich, Christopher Mutschler +1
Incremental Data-Uploading for Full-Quantum Classification
Maniraman Periyasamy, Nico Meyer, Christian Ufrecht +3
Effects of spin-orbit coupling on spin-fluctuation induced pairing in iron-based superconductors
Daniel D. Scherer, Brian M. Andersen
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule
Maniraman Periyasamy, Axel Plinge, Christopher Mutschler +2
Quantum Wasserstein Compilation: Unitary Compilation using the Quantum Earth Mover's Distance
Marvin Richter, Abhishek Y. Dubey, Axel Plinge +3
Quantum Policy Gradient Algorithm with Optimized Action Decoding
Nico Meyer, Daniel D. Scherer, Axel Plinge +2
Electronic instabilities of the extended Hubbard model on the honeycomb lattice from functional renormalization
Yanick Volpez, Daniel D. Scherer, Michael M. Scherer
BenchQC -- Scalable and modular benchmarking of industrial quantum computing applications
Florian Geissler, Eric Stopfer, Christian Ufrecht +19
Topological superconductivity in the extended Kitaev-Heisenberg model
Johann Schmidt, Daniel D. Scherer, Annica M. Black-Schaffer
Improving Quantum and Classical Decomposition Methods for Vehicle Routing
Laura S. Herzog, Friedrich Wagner, Christian Ufrecht +4