Michielsen, Kristel
- Quantum computing and artificial intelligence: status and perspectives
2025/05/29 by Giovanni Acampora, Andris Ambainis, Acampora, Giovanni +75 · 6 voices · 7 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #cs.AI #cs.LG #quant-ph
- Towards a Linear-Ramp QAOA protocol: Evidence of a scaling advantage in solving some combinatorial optimization problems
2024/05/15 by J. A. Montanez-Barrera, Montanez-Barrera, J. A., Kristel Michielsen +1 · 16 citations
Computer Science · #Quantum Computing Algorithms and Architecture
- Transfer learning of optimal QAOA parameters in combinatorial optimization
2024/02/08 by J. A. Montanez-Barrera, Dennis Willsch, Montanez-Barrera, J. A. +3 · 9 citations
Computer Science · Engineering · #FOS: Mathematics #FOS: Physical sciences #Industrial Technology and Control Systems #Neural Networks and Applications #Optimization and Control (math.OC) #Quantum Physics (quant-ph) #Sensor Technology and Measurement Systems
- Evaluating the performance of quantum processing units at large width and depth
2025/02/10 by J. A. Montanez-Barrera, Kristel Michielsen, Montanez-Barrera, J. A. +3 · 7 citations
Computer Science · #FOS: Physical sciences #Machine Learning and ELM #Quantum Physics (quant-ph)
- Universal Quantum Computer Simulation of 50 Qubits on Europe`s First Exascale Supercomputer Harnessing Its Heterogeneous CPU-GPU Architecture
2025/11/05 by De Raedt, Hans, Kraus, Jiri, Herten, Andreas +5 · 6 citations
Computer Science · #Computational Physics (physics.comp-ph) #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata #and Cluster Computing (cs.DC)
- Unraveling Reverse Annealing: A Study of D-Wave Quantum Annealers
2025/02/12 by Mehta, Vrinda, De Raedt, Hans, Michielsen, Kristel +1 · 3 citations
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Quantum Physics (quant-ph)
- On the hardness of quadratic unconstrained binary optimization problems
2022/06/23 by Mehta, Vrinda, Jin, Fengping, Michielsen, Kristel +1 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- A Single-Step Multiclass SVM based on Quantum Annealing for Remote Sensing Data Classification
2023/03/21 by Amer Delilbasic, Bertrand Le Saux, Delilbasic, Amer +7 · 1 citation
Computer Science · #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Optimizing QAOA circuit transpilation with parity twine and SWAP network encodings
2025/05/23 by Montanez-Barrera, J. A., Ji, Yanjun, von Spakovsky, Michael R. +2 · 3 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Scalable General Error Mitigation for Quantum Circuits
2024/11/12 by Döbler, Philip, Pflieger, Jannik, Jin, Fengping +4 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Diagnosing crosstalk in large-scale QPUs using zero-entropy classical shadows
2024/08/30 by J. A. Montañez-Barrera, Gian Paolo Beretta, Montañez-Barrera, J. A. +5 · 1 citation
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics
- Quantum Annealing based Power Grid Partitioning for Parallel Simulation
2024/08/07 by C. Hartmann, Hartmann, Carsten, Junjie Zhang +9 · 1 citation
Computer Science · #Parallel Computing and Optimization Techniques #Distributed and Parallel Computing Systems #Cloud Computing and Resource Management
- Learning-Driven Annealing with Adaptive Hamiltonian Modification for Solving Large-Scale Problems on Quantum Devices
2025/02/28 by Schulz, Sebastian, Willsch, Dennis, Michielsen, Kristel · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Interplay of Confinement and Localization in a Programmable Rydberg Atom Chain
2025/12/21 by Andrea Rava, J. A. Montanez-Barrera, Rava, Andrea B. +5 · 1 citation
Physics and Astronomy · Computer Science · #Quantum many-body systems #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography