2 papers
quant-ph2025
Time-series forecasting for nonlinear high-dimensional system using hybrid method combining autoencoder and multi-parallelized quantum long short-term memory and gated recurrent unit
Makoto Takagi, Ryuji Kokubo, Misato Kurosawa +7
A time-series forecasting method for high-dimensional spatial data is proposed. The method involves optimal selection of sparse sensor positions to efficiently represent the spatia…
physics.comp-ph2020
Tackling the challenge of a huge materials science search space with quantum-inspired annealing
Kan Hatakeyama-Sato, Takahiro Kashikawa, Koichi Kimura +1
Efficient screening of chemicals is essential for exploring new materials. However, the search space is astronomically large, making calculations with conventional computers infeas…