Antonio J. Martinez
- TensorFlow Quantum: A Software Framework for Quantum Machine Learning
2020/03/06 by Michael Broughton, Broughton, Michael, Guillaume Verdon +55 · 2 voices · 18 citations
Computer Science · Physics and Astronomy · #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) #cond-mat.dis-nn #cs.LG #cs.PL #quant-ph
- Thermodynamic AI and the fluctuation frontier
2023/02/09 by Patrick J. Coles, Collin Szczepanski, Coles, Patrick J. +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
- Solving the compute crisis with physics-based ASICs
2025/07/14 by Maxwell Aifer, Zach Belateche, Aifer, Maxwell +25 · 1 voice · 8 citations
Computer Science · #cs.ET #cs.AR
- 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
- Provably efficient variational generative modeling of quantum many-body systems via quantum-probabilistic information geometry
2022/06/09 by Faris M. Sbahi, Antonio J. Martinez, Sbahi, Faris M. +11 · 1 citation
Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Quantum Physics (quant-ph) #Quantum many-body systems #Statistical Mechanics and Entropy
- 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