Mahito Sugiyama
Overview
Explore the profile of Mahito Sugiyama including associated specialties, affiliations and a list of published articles.
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Articles
5
Citations
41
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Recent Articles
1.
Yamada M, Sugiyama M
ACS Omega
. 2023 Jun;
8(22):19575-19586.
PMID: 37305268
Designing molecular structures with desired chemical properties is an essential task in drug discovery and materials design. However, finding molecules with the optimized desired properties is still a challenging task...
2.
Yang P, Sugiyama M, Tsuda K, Yanai T
J Chem Theory Comput
. 2020 Apr;
16(6):3513-3529.
PMID: 32320233
We use artificial neural networks (ANNs) based on the Boltzmann machine (BM) architectures as an encoder of molecular many-electron wave functions represented with the complete active space configuration interaction (CAS-CI)...
3.
Sugiyama M, Ghisu M, Llinares-Lopez F, Borgwardt K
Bioinformatics
. 2017 Oct;
34(3):530-532.
PMID: 29028902
Summary: Measuring the similarity of graphs is a fundamental step in the analysis of graph-structured data, which is omnipresent in computational biology. Graph kernels have been proposed as a powerful...
4.
Llinares-Lopez F, Grimm D, Bodenham D, Gieraths U, Sugiyama M, Rowan B, et al.
Bioinformatics
. 2015 Jun;
31(12):i240-9.
PMID: 26072488
Motivation: Genetic heterogeneity, the fact that several sequence variants give rise to the same phenotype, is a phenomenon that is of the utmost interest in the analysis of complex phenotypes....
5.
Azencott C, Grimm D, Sugiyama M, Kawahara Y, Borgwardt K
Bioinformatics
. 2013 Jul;
29(13):i171-9.
PMID: 23812981
Motivation: As an increasing number of genome-wide association studies reveal the limitations of the attempt to explain phenotypic heritability by single genetic loci, there is a recent focus on associating...