Yuya Seki

1. Machine learning supported annealing for prediction of grand canonical crystal structures
   2024/08/07 by Yannick Couzinié, Couzinie, Yannick, Yuya Seki +11 · 7 citations
   Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
2. Black-box optimization for integer-variable problems using Ising machines and factorization machines
   2022/09/01 by Yuya Seki, Seki, Yuya, Ryo Tamura +3 · 2 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)
3. Direct estimation of the energy gap between the ground state and excited state with quantum annealing
   2020/07/21 by Yuichiro Matsuzaki, Matsuzaki, Yuichiro, Hideaki Hakoshima +7 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph) #Superconductivity (cond-mat.supr-con)
4. 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