Terayama K - Search Results

1

Performance of uncertainty-based active learning for efficient approximation of black-box functions in materials science.

Koizumi A, Deffrennes G, Terayama K, Tamura R. Koizumi A, et al. Among authors: terayama k. Sci Rep. 2024 Nov 6;14(1):27019. doi: 10.1038/s41598-024-76800-4. Sci Rep. 2024. PMID: 39505990 Free PMC article.

2

An efficient coral survey method based on a large-scale 3-D structure model obtained by Speedy Sea Scanner and U-Net segmentation.

Mizuno K, Terayama K, Hagino S, Tabeta S, Sakamoto S, Ogawa T, Sugimoto K, Fukami H. Mizuno K, et al. Among authors: terayama k. Sci Rep. 2020 Jul 31;10(1):12416. doi: 10.1038/s41598-020-69400-5. Sci Rep. 2020. PMID: 32737334 Free PMC article.

3

Pushing property limits in materials discovery via boundless objective-free exploration.

Terayama K, Sumita M, Tamura R, Payne DT, Chahal MK, Ishihara S, Tsuda K. Terayama K, et al. Chem Sci. 2020 May 28;11(23):5959-5968. doi: 10.1039/d0sc00982b. eCollection 2020 Jun 21. Chem Sci. 2020. PMID: 32832058 Free PMC article.

4

Vision-based egg quality prediction in Pacific bluefin tuna (Thunnus orientalis) by deep neural network.

Ienaga N, Higuchi K, Takashi T, Gen K, Tsuda K, Terayama K. Ienaga N, et al. Among authors: terayama k. Sci Rep. 2021 Jan 12;11(1):6. doi: 10.1038/s41598-020-80001-0. Sci Rep. 2021. PMID: 33436861 Free PMC article.

5

Black-Box Optimization for Automated Discovery.

Terayama K, Sumita M, Tamura R, Tsuda K. Terayama K, et al. Acc Chem Res. 2021 Mar 16;54(6):1334-1346. doi: 10.1021/acs.accounts.0c00713. Epub 2021 Feb 26. Acc Chem Res. 2021. PMID: 33635621 Free article.

6

Integrating Incompatible Assay Data Sets with Deep Preference Learning.

Sun X, Tamura R, Sumita M, Mori K, Terayama K, Tsuda K. Sun X, et al. Among authors: terayama k. ACS Med Chem Lett. 2021 Dec 29;13(1):70-75. doi: 10.1021/acsmedchemlett.1c00439. eCollection 2022 Jan 13. ACS Med Chem Lett. 2021. PMID: 35047110 Free PMC article.

7

Topological alternation from structurally adaptable to mechanically stable crosslinked polymer.

Hu WH, Chen TT, Tamura R, Terayama K, Wang S, Watanabe I, Naito M. Hu WH, et al. Among authors: terayama k. Sci Technol Adv Mater. 2022 Feb 1;23(1):66-75. doi: 10.1080/14686996.2021.2025426. eCollection 2022. Sci Technol Adv Mater. 2022. PMID: 35125966 Free PMC article.

8

De novo creation of a naked eye-detectable fluorescent molecule based on quantum chemical computation and machine learning.

Sumita M, Terayama K, Suzuki N, Ishihara S, Tamura R, Chahal MK, Payne DT, Yoshizoe K, Tsuda K. Sumita M, et al. Among authors: terayama k. Sci Adv. 2022 Mar 11;8(10):eabj3906. doi: 10.1126/sciadv.abj3906. Epub 2022 Mar 9. Sci Adv. 2022. PMID: 35263133 Free PMC article.

9

Understanding the evolution of a de novo molecule generator via characteristic functional group monitoring.

Fujita T, Terayama K, Sumita M, Tamura R, Nakamura Y, Naito M, Tsuda K. Fujita T, et al. Among authors: terayama k. Sci Technol Adv Mater. 2022 Jun 1;23(1):352-360. doi: 10.1080/14686996.2022.2075240. eCollection 2022. Sci Technol Adv Mater. 2022. PMID: 35693890 Free PMC article.

10

QCforever: A Quantum Chemistry Wrapper for Everyone to Use in Black-Box Optimization.

Sumita M, Terayama K, Tamura R, Tsuda K. Sumita M, et al. Among authors: terayama k. J Chem Inf Model. 2022 Sep 26;62(18):4427-4434. doi: 10.1021/acs.jcim.2c00812. Epub 2022 Sep 8. J Chem Inf Model. 2022. PMID: 36074116 Free PMC article.

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