Overcoming extrapolation challenges of deep learning by incorporating physics in protein sequence-function modeling.
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| Title: | Overcoming extrapolation challenges of deep learning by incorporating physics in protein sequence-function modeling. |
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| Authors: | Barethiya, Shrishti1 (AUTHOR), Huang, Jian1 (AUTHOR), Stumpf, Clarice1 (AUTHOR), Liu, Xiao2 (AUTHOR), Guan, Hui2 (AUTHOR), Chen, Jianhan1 (AUTHOR) jianhanc@umass.edu |
| Source: | PLoS Computational Biology. 3/25/2026, Vol. 22 Issue 3, p1-23. 23p. |
| Database: | Academic Search Ultimate |
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| ISSN: | 1553734X |
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| DOI: | 10.1371/journal.pcbi.1013728 |