Shu Tanaka

1. 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)
2. Machine learning supported annealing for prediction of grand canonical crystal structures
   2024/08/07 by Yannick Couzinié, Yuya Seki, Couzinie, Yannick +11 · 8 citations
   Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
3. Black-box optimization for integer-variable problems using Ising machines and factorization machines
   2022/09/01 by Yuya Seki, Seki, Yuya, Ryo Tamura +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)
4. 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)
5. 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
6. Initialization Method for Factorization Machine Based on Low-Rank Approximation for Constructing a Corrected Approximate Ising Model
   2024/10/16 by Yuya Seki, Seki, Yuya, Hyakka Nakada +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications
7. Geometric Characteristics of Subproblems in Ising-Machine-Assisted Large Neighborhood Search
   2026/07/30 by Masashi Yamashita, Shu Tanaka
   Physics and Astronomy · #cond-mat.stat-mech #cond-mat.dis-nn #quant-ph