Stefan Leichenauer
- Quantum Graph Neural Networks
2019/09/26 by Guillaume Verdon, Trevor McCourt, Verdon, Guillaume +8 · 8 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
- Quantum Hamiltonian-Based Models and the Variational Quantum Thermalizer Algorithm
2019/10/04 by Guillaume Verdon, Verdon, Guillaume, Jacob Marks +7 · 6 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum many-body systems
- TensorNetwork on TensorFlow: A Spin Chain Application Using Tree Tensor Networks
2019/05/03 by Ashley Milsted, Milsted, Ashley, Martin Ganahl +7 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Quantum many-body systems #Strongly Correlated Electrons (cond-mat.str-el) #Tensor decomposition and applications
- Anomaly Detection with Tensor Networks
2020/06/03 by Jinhui Wang, Chase Roberts, Wang, Jinhui +5 · 1 citation
Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Tensor decomposition and applications #Network Security and Intrusion Detection
- The Bayesian Second Law of Thermodynamics
2015/08/10 by Anthony Bartolotta, Sean M. Carroll, Stefan Leichenauer +1 · 1 voice
Physics and Astronomy · #cond-mat.stat-mech #hep-th