Tanaka, Shu
- PyQUBO: Python Library for Mapping Combinatorial Optimization Problems to QUBO Form
2021/03/02 by Zaman, Mashiyat, Tanahashi, Kotaro, Tanaka, Shu · 6 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum Annealing for Clustering
2009/05/21 by Kenichi Kurihara, Shu Tanaka, Kurihara, Kenichi +3 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Bayesian Modeling and Causal Inference #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech)
- Machine learning supported annealing for prediction of grand canonical crystal structures
2024/08/07 by Yannick Couzinié, Couzinie, Yannick, Yuya Seki +11 · 8 citations
Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Black-box optimization for integer-variable problems using Ising machines and factorization machines
2022/09/01 by Yuya Seki, Ryo Tamura, Seki, Yuya +3 · 3 citations
Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Quick design of feasible tensor networks for constrained combinatorial optimization
2024/09/03 by Hyakka Nakada, Kôtarô Tanahashi, Nakada, Hyakka +3 · 2 citations
Computer Science · #Computational Physics and Python Applications #Embedded Systems Design Techniques #FOS: Physical sciences #Parallel Computing and Optimization Techniques #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech)
- ISAAQ: Ising Machine Assisted Quantum Compiler
2023/03/06 by Soshun Naito, Yoshihiko Hasegawa, Naito, Soshun +5 · 1 citation
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Parallel Computing and Optimization Techniques
- Initialization Method for Factorization Machine Based on Low-Rank Approximation for Constructing a Corrected Approximate Ising Model
2024/10/16 by Yuya Seki, Hyakka Nakada, Seki, Yuya +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications