Kaneko H - Search Results

1

Design of Experimental Conditions with Machine Learning for Collaborative Organic Synthesis Reactions Using Transition-Metal Catalysts.

Ebi T, Sen A, Dhital RN, Yamada YMA, Kaneko H. Ebi T, et al. Among authors: kaneko h. ACS Omega. 2021 Oct 5;6(41):27578-27586. doi: 10.1021/acsomega.1c04826. eCollection 2021 Oct 19. ACS Omega. 2021. PMID: 34693179 Free PMC article.

2

Development of Prediction Models for the Self-Accelerating Decomposition Temperature of Organic Peroxides.

Morishita T, Kaneko H. Morishita T, et al. Among authors: kaneko h. ACS Omega. 2022 Jan 5;7(2):2429-2437. doi: 10.1021/acsomega.1c06481. eCollection 2022 Jan 18. ACS Omega. 2022. PMID: 35071930 Free PMC article.

3

Deep Convolutional Neural Network with Deconvolution and a Deep Autoencoder for Fault Detection and Diagnosis.

Kanno Y, Kaneko H. Kanno Y, et al. Among authors: kaneko h. ACS Omega. 2022 Jan 6;7(2):2458-2466. doi: 10.1021/acsomega.1c06607. eCollection 2022 Jan 18. ACS Omega. 2022. PMID: 35071933 Free PMC article.

4

Genetic Algorithm-Based Partial Least-Squares with Only the First Component for Model Interpretation.

Kaneko H. Kaneko H. ACS Omega. 2022 Mar 4;7(10):8968-8979. doi: 10.1021/acsomega.1c07379. eCollection 2022 Mar 15. ACS Omega. 2022. PMID: 35309472 Free PMC article.

5

Design and Analysis of Metal Oxides for CO₂ Reduction Using Machine Learning, Transfer Learning, and Bayesian Optimization.

Iwama R, Takizawa K, Shinmei K, Baba E, Yagihashi N, Kaneko H. Iwama R, et al. Among authors: kaneko h. ACS Omega. 2022 Mar 17;7(12):10709-10717. doi: 10.1021/acsomega.2c00461. eCollection 2022 Mar 29. ACS Omega. 2022. PMID: 35382317 Free PMC article.

6

Integration of Materials and Process Informatics: Metal Oxide and Process Design for CO₂ Reduction.

Iwama R, Kaneko H. Iwama R, et al. Among authors: kaneko h. ACS Omega. 2022 Dec 6;7(50):46922-46934. doi: 10.1021/acsomega.2c06008. eCollection 2022 Dec 20. ACS Omega. 2022. PMID: 36570310 Free PMC article.

7

Initial Sample Selection in Bayesian Optimization for Combinatorial Optimization of Chemical Compounds.

Morishita T, Kaneko H. Morishita T, et al. Among authors: kaneko h. ACS Omega. 2022 Dec 30;8(2):2001-2009. doi: 10.1021/acsomega.2c05145. eCollection 2023 Jan 17. ACS Omega. 2022. PMID: 36687084 Free PMC article.

8

Molecular Descriptors, Structure Generation, and Inverse QSAR/QSPR Based on SELFIES.

Kaneko H. Kaneko H. ACS Omega. 2023 Jun 5;8(24):21781-21786. doi: 10.1021/acsomega.3c01332. eCollection 2023 Jun 20. ACS Omega. 2023. PMID: 37360490 Free PMC article.

9

Interpretation of Machine Learning Models for Data Sets with Many Features Using Feature Importance.

Kaneko H. Kaneko H. ACS Omega. 2023 Jun 14;8(25):23218-23225. doi: 10.1021/acsomega.3c03722. eCollection 2023 Jun 27. ACS Omega. 2023. PMID: 37396269 Free PMC article.

10

Predictive Modeling of HMG-CoA Reductase Inhibitory Activity and Design of New HMG-CoA Reductase Inhibitors.

Samizo S, Kaneko H. Samizo S, et al. Among authors: kaneko h. ACS Omega. 2023 Jul 18;8(30):27247-27255. doi: 10.1021/acsomega.3c02567. eCollection 2023 Aug 1. ACS Omega. 2023. PMID: 37546661 Free PMC article.

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