Perdomo-Ortiz, Alejandro
- Finding low-energy conformations of lattice protein models by quantum\n annealing
2012/04/24 by Alejandro Perdomo‐Ortiz, Perdomo-Ortiz, Alejandro, Neil G. Dickson +8 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Malware Detection Techniques #Algorithms and Data Compression #FOS: Physical sciences #Protein Structure and Dynamics #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Generation of High-Resolution Handwritten Digits with an Ion-Trap Quantum Computer
2020/12/07 by Manuel S. Rudolph, Rudolph, Manuel S., Ntwali Bashige Toussaint +9 · 9 citations
Computer Science · #Computational Physics and Python Applications #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models
2023/03/27 by Hibat-Allah, Mohamed, Mauri, Marta, Carrasquilla, Juan +1 · 9 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)
- Decomposition of Matrix Product States into Shallow Quantum Circuits
2022/09/01 by Manuel S. Rudolph, Jing Chen, Rudolph, Manuel S. +7 · 7 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Parallel Computing and Optimization Techniques #Quantum and electron transport phenomena
- FLIP: A flexible initializer for arbitrarily-sized parametrized quantum circuits
2021/03/15 by Sauvage, Frederic, Sim, Sukin, Kunitsa, Alexander A. +3 · 3 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- GEO: Enhancing Combinatorial Optimization with Classical and Quantum Generative Models
2021/01/15 by Javier Alcazar, Alcazar, Javier, Mohammad Ghazi Vakili +5 · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Computational Physics and Python Applications #Parallel Computing and Optimization Techniques
- ORQVIZ: Visualizing High-Dimensional Landscapes in Variational Quantum Algorithms
2021/11/08 by Rudolph, Manuel S., Sim, Sukin, Raza, Asad +5 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Do Quantum Circuit Born Machines Generalize?
2022/07/27 by Gili, Kaitlin, Hibat-Allah, Mohamed, Mauri, Marta +2 · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Determination and correction of persistent biases in quantum annealers
2015/03/19 by Perdomo-Ortiz, Alejandro, O'Gorman, Bryan, Fluegemann, Joseph +2 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Generative Learning of Continuous Data by Tensor Networks
2023/10/31 by Meiburg, Alex, Chen, Jing, Miller, Jacob +3 · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech)
- Robust Implementation of Generative Modeling with Parametrized Quantum\n Circuits
2019/01/23 by Vicente Leyton‐Ortega, Alejandro Perdomo‐Ortiz, Leyton-Ortega, Vicente +3 · 1 citation
Computer Science · #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing #Quantum Information and Cryptography