Miles Stoudenmire
- Dynamics of disordered quantum systems with two- and three-dimensional tensor networks
2025/03/07 by Joseph Tindall, Antonio Mello, Antonio Francesco Mello +10 · 3 voices · 29 citations
Physics and Astronomy · Computer Science · #Quantum many-body systems #Quantum Computing Algorithms and Architecture #Theoretical and Computational Physics
- Compressing multivariate functions with tree tensor networks
2024/10/04 by Joseph Tindall, Tindall, Joseph, Miles Stoudenmire +3 · 8 citations
Computer Science · Mathematics · #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA) #Quantum Physics (quant-ph) #Tensor decomposition and applications
- A Multi-Scale Tensor Network Architecture for Classification and Regression
2020/01/22 by Justin Reyes, Reyes, Justin, Miles Stoudenmire +1 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Quantum Physics (quant-ph) #Quantum many-body systems #Tensor decomposition and applications