Gavin E. Crooks
- Thermodynamic Linear Algebra
2023/08/10 by Maxwell Aifer, Kaelan Donatella, Aifer, Maxwell +14 · 2 voices · 9 citations
Computer Science · Mathematics · Physics and Astronomy · #Algebra over a field #Applied mathematics #Computer science #Ergodicity #Linear algebra #Linear system #Mathematics #Numerical linear algebra #Pure mathematics #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Quantum many-body systems #Theoretical computer science #cond-mat.stat-mech #cs.ET #quant-ph
- Thermodynamic Natural Gradient Descent
2024/05/22 by Kaelan Donatella, Samuel Duffield, Donatella, Kaelan +10 · 2 voices · 3 citations
Engineering · Mathematics · #Artificial intelligence #Artificial neural network #Computer science #Descent (aeronautics) #Geology #Gradient descent #Mathematics #Meteorology #Natural (archaeology) #Physics #Radiative Heat Transfer Studies #Welding Techniques and Residual Stresses
- Performance of the Quantum Approximate Optimization Algorithm on the Maximum Cut Problem
2018/11/20 by Gavin E. Crooks, Crooks, Gavin E. · 14 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Path-ensemble averages in systems driven far from equilibrium
1999/08/27 by Gavin E. Crooks · 9 citations
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Statistical Mechanics and Entropy #cond-mat.stat-mech #stochastic dynamics and bifurcation
- The thermodynamics of prediction
2012/03/15 by Susanne Still, David A. Sivak, Anthony J. Bell +1 · 2 voices · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · Neuroscience · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Neural dynamics and brain function #Statistical Mechanics and Entropy #cond-mat.stat-mech #cs.IT #math.IT #q-bio.QM
- 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
- Thermodynamic Computing
2019/11/05 by Erik P. DeBenedictis, Conte, Tom, Natesh Ganesh +73 · 2 voices · 4 citations
Engineering · Materials Science · Physics and Astronomy · #Advanced Memory and Neural Computing #Advanced Thermodynamics and Statistical Mechanics #Computers and Society (cs.CY) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning in Materials Science
- Quantum Kitchen Sinks: An algorithm for machine learning on near-term quantum computers
2018/06/21 by C. M. Wilson, Wilson, C. M., Johannes Otterbach +17 · 3 citations
Computer Science · #FOS: Physical sciences #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
Computer Science · Physics and Astronomy · #Statistical Mechanics and Entropy #cond-mat.stat-mech #cs.ET #cs.LG
- The Entropy Production Fluctuation Theorem and the Nonequilibrium Work Relation for Free Energy Differences
1999/01/31 by Gavin E. Crooks · 1 citation
Physics and Astronomy · #cond-mat.stat-mech
- Work distribution for the adiabatic compression of a dilute and interacting classical gas
2006/03/06 by Gavin E. Crooks, Christopher Jarzynski · 2 citations
Engineering · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Phase Equilibria and Thermodynamics #Thermal Radiation and Cooling Technologies #cond-mat.stat-mech
- Thermodynamic metrics and optimal paths
2012/01/31 by David A. Sivak, Gavin E. Crooks · 1 citation
Physics and Astronomy · #cond-mat.stat-mech
- Dynamic Riemannian Geometry of the Ising Model
2015/10/22 by Grant M. Rotskoff, Gavin E. Crooks · 1 citation
Physics and Astronomy · #cond-mat.stat-mech
- Quantum operation time reversal
2007/06/26 by Gavin E. Crooks · 1 citation
Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Quantum Information and Cryptography #Quantum Mechanics and Applications #cond-mat.stat-mech #quant-ph
- 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
- Protein secondary structure: entropy, correlations and prediction
2003/10/29 by Gavin E. Crooks, Steven E. Brenner · 2 citations
Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Protein Structure and Dynamics #RNA and protein synthesis mechanisms #q-bio.BM