Validation of Extrapolation in Symbolic Regression andIts Application to Perovskite Catalysts

Author:

ISODA Takuya1,TAKAHASHI Shiori1,NAKANO Masahiko23,NAKAJIMA Yuya2,SEINO Junji12

Affiliation:

1. Graduate School of Advanced Science and Engineering, Waseda University, 3-4-1, Okubo, Shinjuku-ku, Tokyo, 169-8555

2. Waseda Research Institute for Science and Engineering, 3-4-1, Okubo, Shinjuku-ku, Tokyo, 169-8555

3. Mitsubishi Chemical Group, 1-1-1, Marunouchi, Chiyoda-ku, Tokyo, 100-8251

Funder

Japan Society for the Promotion of Science

Publisher

Society of Computer Chemistry Japan

Reference9 articles.

1. [1] T. N. Mundhenk, M. Landajuela, R. Glatt, C. P. Santiago, D. M. Faissol, B. K. Petersen, arXiv:2111.00053v2 (2021).

2. [2] B. K. Petersen, M. Landajuela, T. N. Mundhenk, C. P. Santiago, S. K. Kim, J. T. Kim, arXiv:1912.04871 (2021).

3. [3] S. M. Udrescu, M. Tegmark, Sci. Adv., 6, eaay2631 (2020). doi:10.1126/sciadv.aay2631 PMID:32426452

4. [4] W. Tenachi, R. Ibata, F. I. Diakogiannis, arXiv:2303.03192v1 (2023).

5. [5] D. Angelis, F. Sofos, K. Papastamatiou, T. E. Karakasidis, Micromachines (Basel), 14, 1446 (2023). doi:10.3390/mi14071446 PMID:37512757

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