Melko, Roger G.
- Beyond-classical computation in quantum simulation
2024/03/01 by Andrew D. King, Alberto Nocera, King, Andrew D. +138 · 4 voices · 58 citations
Computer Science · #Quantum Computing Algorithms and Architecture #cond-mat.dis-nn #cond-mat.stat-mech #quant-ph
- Artificial intelligence for quantum computing
2024/11/14 by Yuri Alexeev, Marwa Farag, Marwa H. Farag +56 · 2 voices · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum-Dot Cellular Automata #Big Data and Digital Economy
- End-to-end variational quantum sensing
2024/03/04 by MacLellan, Benjamin, Roztocki, Piotr, Czischek, Stefanie +1 · 7 citations
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Quantum Physics (quant-ph)
- Machine learning design of a trapped-ion quantum spin simulator
2019/10/06 by Teoh, Yi Hong, Drygala, Marina, Melko, Roger G. +1 · 3 citations
#FOS: Physical sciences #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
- CaloQVAE : Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models
2023/12/05 by Hoque, Sehmimul, Jia, Hao, Abhishek, Abhishek +6 · 2 citations
#68T07 #81P68 #81V99 #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Enhancing variational Monte Carlo using a programmable quantum simulator
2023/08/04 by M. Schuyler Moss, Moss, M. Schuyler, Sepehr Ebadi +11 · 2 citations
Computer Science · Materials Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #Machine Learning in Materials Science #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Quantum many-body systems
- RydbergGPT
2024/05/31 by David Fitzek, Yi Hong Teoh, Fitzek, David +13 · 2 citations
Medicine · #FOS: Physical sciences #Medical Imaging Techniques and Applications #Medical Imaging and Pathology Studies #Quantum Physics (quant-ph) #Radiomics and Machine Learning in Medical Imaging
- Neural annealing and visualization of autoregressive neural networks in the Newman-Moore model
2022/04/24 by Estelle M. Inack, Inack, Estelle M., Stewart Morawetz +3 · 1 citation
Computer Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Neural Networks and Applications #Quantum Physics (quant-ph) #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech) #Statistical Mechanics and Entropy
- Stochastic Series Expansion Quantum Monte Carlo for Rydberg Arrays
2021/07/01 by Ejaaz Merali, Isaac J. S. De Vlugt, Merali, Ejaaz +3 · 1 citation
Decision Sciences · Mathematics · #FOS: Physical sciences #Forecasting Techniques and Applications #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Statistical Methods and Bayesian Inference #Strongly Correlated Electrons (cond-mat.str-el)
- Leveraging recurrence in neural network wavefunctions for large-scale simulations of Heisenberg antiferromagnets on the square lattice
2025/02/24 by M. Schuyler Moss, Roeland Wiersema, Moss, M. Schuyler +7 · 4 citations
Physics and Astronomy · Computer Science · #Theoretical and Computational Physics #Neural Networks and Applications
- Corner entanglement of a resonating valence bond wavefunction
2024/02/27 by Giacomo Torlai, Torlai, Giacomo, Roger G. Melko +1 · 1 citation
Physics and Astronomy · #Quantum Mechanics and Applications
- Probing Defects with Quantum Simulator Snapshots
2025/07/07 by Sarma, Abhijat, Myerson-Jain, Nayan, Liu, Yue +4 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
- Leveraging recurrence in neural network wavefunctions for large-scale simulations of Heisenberg antiferromagnets on the triangular lattice
2025/05/26 by Moss, M. Schuyler, Wiersema, Roeland, Hibat-Allah, Mohamed +2 · 5 citations
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
- Neural network enhanced cross entropy benchmark for monitored circuits
2025/01/22 by Hu, Yangrui, Teoh, Yi Hong, Witczak-Krempa, William +1 · 1 citation
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech)