Patrick J. Coles
- Variational quantum algorithms
2021/08/12 by M. Cerezo, Andrew Arrasmith, Ryan Babbush +8 · 344 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum-Dot Cellular Automata
- Quantum Algorithm Implementations for Beginners
2018/04/10 by J. Abhijith, Abhijith J., Adetokunbo Adedoyin +41 · 1 voice · 11 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Computability, Logic, AI Algorithms
- Thermodynamic Linear Algebra
2023/08/10 by Maxwell Aifer, Kaelan Donatella, Aifer, Maxwell +14 · 2 voices · 9 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Quantum many-body systems #cond-mat.stat-mech #cs.ET #quant-ph
- Thermodynamic Natural Gradient Descent
2024/05/22 by Kaelan Donatella, Donatella, Kaelan, Samuel Duffield +10 · 2 voices · 3 citations
Engineering · #Welding Techniques and Residual Stresses #Radiative Heat Transfer Studies
- Thermodynamic AI and the fluctuation frontier
2023/02/09 by Patrick J. Coles, Coles, Patrick J., Collin Szczepanski +9 · 2 voices · 9 citations
Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #cs.AI #cs.ET #quant-ph
- Thermodynamic Computing System for AI Applications
2023/12/08 by Denis Melanson, Melanson, Denis, Mohammad Abu Khater +17 · 15 citations
Computer Science · #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing
- Operator Sampling for Shot-frugal Optimization in Variational Algorithms
2020/04/14 by Andrew Arrasmith, Łukasz Cincio, Arrasmith, Andrew +5 · 7 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Solving the compute crisis with physics-based ASICs
2025/07/14 by Maxwell Aifer, Zach Belateche, Aifer, Maxwell +25 · 1 voice · 8 citations
#cs.ET #cs.AR
- Entangled Datasets for Quantum Machine Learning
2021/09/08 by Louis Schatzki, Schatzki, Louis, Andrew Arrasmith +5 · 4 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Thermodynamic Bayesian Inference
2024/10/02 by Maxwell Aifer, Aifer, Maxwell, Samuel Duffield +17 · 1 voice · 1 citation
Physics and Astronomy · #Statistical Mechanics and Entropy #cond-mat.stat-mech #cs.ET #cs.LG
- Information-theoretic treatment of tripartite systems and quantum channels
2010/06/30 by Patrick J. Coles, Li Yu, Vlad Gheorghiu +1 · 1 voice · 2 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications
- Variational Hamiltonian Diagonalization for Dynamical Quantum Simulation
2020/09/05 by Benjamin Commeau, M. Cerezo, Commeau, Benjamin +9 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum many-body systems
- Thermodynamic Matrix Exponentials and Thermodynamic Parallelism
2023/11/21 by Samuel Duffield, Duffield, Samuel, Maxwell Aifer +7 · 3 citations
Computer Science · Physics and Astronomy · Engineering · #Neural Networks and Reservoir Computing #Advanced Thermodynamics and Statistical Mechanics #Photonic and Optical Devices
- The quantum low-rank approximation problem
2022/03/02 by Nic Ezzell, Zoë Holmes, Ezzell, Nic +3 · 1 citation
Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
- Thermodynamic Algorithms for Quadratic Programming
2024/11/21 by Kaelan Donatella, Bartosik, Patryk-Lipka, Donatella, Kaelan +10 · 1 citation
Engineering · #Advanced Control Systems Optimization #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Statistical Mechanics (cond-mat.stat-mech)
- CN101 - A Digital Thermodynamic Computer for Generative AI
2026/08/01 by Lars Holdijk, Denis Melanson, Zier Mensch +14
Computer Science · #cs.ET #cs.AI