@article{CTT100865071, author = {Sergei Manzhos and Eita Sasaki and Manabu Ihara}, title = {Easy representation of multivariate functions with low-dimensional terms via Gaussian process regression kernel design: applications to machine learning of potential energy surfaces and kinetic energy densities from sparse data}, journal = {Machine Learning: Science and Technology}, year = 2022, } @inproceedings{CTT100866966, author = {有賀 嵩晃 and 亀田 恵佑 and 佐々木 瑛太 and 長谷川馨 and Manzhos Sergei and 伊原学}, title = {原子価結合法への機械学習の適用によるペロブスカイト型プロトン伝導体探索の検討}, booktitle = {}, year = 2022, } @inproceedings{CTT100864570, author = {E. Sasaki and M. Ihara and S. Manzhos}, title = {Structured Gaussian Process Regression models to address difficulties in modeling very high dimensional data with product kernels}, booktitle = {}, year = 2021, } @inproceedings{CTT100842536, author = {佐々木 瑛太 and 大久保 辰哉 and 葛西 祐也 and 長谷川 馨 and 伊原 学}, title = {系統協調/分散型エネルギーシステム開発に向けた機械学習による電力需要の重回帰分析}, booktitle = {}, year = 2020, }