Denis Melanson
- Thermodynamic Natural Gradient Descent
2024/05/22 by Kaelan Donatella, Donatella, Kaelan, Samuel Duffield +10 · 2 voices · 2 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 · 8 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, Mohammad Abu Khater, Melanson, Denis +17 · 14 citations
Computer Science · #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing
- 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
- 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)