4 citations · 4 across the 3 of their papers we have counts for
5 papers
Data Transfer Approaches to Improve Seq-to-Seq Retrosynthesis
Katsuhiko Ishiguro, Kazuya Ujihara, Ryohto Sawada +2
Retrosynthesis is a problem to infer reactant compounds to synthesize a given product compound through chemical reactions. Recent studies on retrosynthesis focus on proposing more…
Extractive Summarization via Weighted Dissimilarity and Importance Aligned Key Iterative Algorithm
Ryohto Sawada
We present importance aligned key iterative algorithm for extractive summarization that is faster than conventional algorithms keeping its accuracy. The computational complexity of…
Model-Free Cluster Analysis of Physical Property Data using Information Maximizing Self-Argument Training
Ryohto Sawada, Yuma Iwasaki, Masahiko Ishida
We present the semi-supervised IMSAT, a versatile classification method that works without labeled data and can be tuned by little additional information. We demonstrate how semi-s…
Machine-learning guided discovery of a high-performance spin-driven thermoelectric material
Yuma Iwasaki, Ichiro Takeuchi, Valentin Stanev +10
Thermoelectric conversion using Seebeck effect for generation of electricity is becoming an indispensable technology for energy harvesting and smart thermal management. Recently, t…
Boosting Material Modeling Using Game Tree Search
Ryohto Sawada, Yuma Iwasaki, Masahiko Ishida
We demonstrate a heuristic optimization algorithm based on the game tree search for multi-component materials design. The algorithm searches for the largest spin polarization of se…