Mohseni, Masoud
- Quantum algorithms for supervised and unsupervised machine learning
2013/07/01 by Seth Lloyd, Masoud Mohseni, Lloyd, Seth +3 · 1 voice · 46 citations
Computer Science · Physics and Astronomy · #Computability, Logic, AI Algorithms #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #quant-ph
- How to Build a Quantum Supercomputer: Scaling from Hundreds to Millions of Qubits
2024/11/15 by Masoud Mohseni, Artur Scherer, Mohseni, Masoud +103 · 5 voices · 23 citations
Computer Science · #Quantum Computing Algorithms and Architecture #cond-mat.dis-nn #cs.AI #cs.DC #quant-ph
- TensorFlow Quantum: A Software Framework for Quantum Machine Learning
2020/03/06 by Broughton, Michael, Verdon, Guillaume, McCourt, Trevor +26 · 13 citations
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Quantum Physics (quant-ph)
- Learning to learn with quantum neural networks via classical neural networks
2019/07/11 by Guillaume Verdon, Michael Broughton, Verdon, Guillaume +13 · 9 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Non-Abelian braiding of graph vertices in a superconducting processor
2022/10/19 by Trond I. Andersen, Andersen, Trond I., Yuri D. Lensky +265 · 10 citations
Physics and Astronomy · Computer Science · #Quantum and electron transport phenomena #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography
- Observation of separated dynamics of charge and spin in the Fermi-Hubbard model
2020/10/15 by Frank Arute, Arute, Frank, Kunal Arya +195 · 9 citations
Physics and Astronomy · Computer Science · #Quantum and electron transport phenomena #Quantum Computing Algorithms and Architecture #Physics of Superconductivity and Magnetism
- Entangling Quantum Generative Adversarial Networks
2021/04/30 by Murphy Yuezhen Niu, Alexander Zlokapa, Niu, Murphy Yuezhen +11 · 6 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Machine learning of high dimensional data on a noisy quantum processor
2021/01/23 by Peters, Evan, Caldeira, João, Ho, Alan +6 · 5 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Information-theoretic Hardness of Out-of-time-order Correlators
2022/08/03 by Cotler, Jordan, Schuster, Thomas, Mohseni, Masoud · 4 citations
#FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Quantum Physics (quant-ph)
- Learning quantum systems via out-of-time-order correlators
2022/08/03 by Thomas Schuster, Murphy Yuezhen Niu, Schuster, Thomas +9 · 3 citations
Physics and Astronomy · Computer Science · #Spectroscopy and Quantum Chemical Studies #Quantum Information and Cryptography #Neural Networks and Reservoir Computing
- Pushing the Boundary of Quantum Advantage in Hard Combinatorial Optimization with Probabilistic Computers
2025/03/13 by Shuvro Chowdhury, Chowdhury, Shuvro, Navid Anjum Aadit +27 · 1 voice · 6 citations
Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Nonequilibrium Monte Carlo for unfreezing variables in hard combinatorial optimization
2021/11/26 by Mohseni, Masoud, Eppens, Daniel, Strumpfer, Johan +7 · 2 citations
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Quantum-Assisted Genetic Algorithm
2019/06/24 by James King, Masoud Mohseni, King, James +13 · 1 citation
Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #FOS: Physical sciences #Metaheuristic Optimization Algorithms Research #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Quantum Physics (quant-ph)
- Diversity metric for evaluation of quantum annealing
2021/10/19 by Zucca, Alex, Sadeghi, Hossein, Mohseni, Masoud +1 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Solving Boolean satisfiability problems with resistive content addressable memories
2025/01/13 by Pedretti, Giacomo, Böhm, Fabian, Bhattacharya, Tinish +15 · 4 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences
- Limitations of tensor network approaches for optimization and sampling: A comparison to quantum and classical Ising machines
2024/11/25 by Anna Maria Dziubyna, Dziubyna, Anna Maria, Tomasz Śmierzchalski +7 · 2 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum many-body systems #Quantum Information and Cryptography
- Combinatorial Reasoning: Selecting Reasons in Generative AI Pipelines via Combinatorial Optimization
2024/06/19 by Mert Esencan, Tarun Advaith Kumar, Esencan, Mert +13 · 1 citation
Computer Science · #Semantic Web and Ontologies #Constraint Satisfaction and Optimization