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Shrishti Barethiya on Muck Rack

Shrishti Barethiya

As seen in: PLOS, MDPI, BioRxiv
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Articles

Overcoming extrapolation challenges of deep learning by incorporating physics in protein sequence-function modeling

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By Shrishti Barethiya, Jian Huang, Clarice Stumpf
| PLOS
Loading metrics Open Access Peer-reviewed Research Article ? This is an uncorrected proof. Citation: Barethiya S, Huang J, Stumpf C, Liu X, Guan H, Chen J (2026) Overcoming extrapolation challenges of deep learning by incorporating physics in protein sequence-function modeling. PLoS Comput Biol 22(3): e1013728.
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Incorporating physics to overcome data scarcity in predictive modeling of protein function: A case study of BK channels

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By Guohui Zhang, Cardiac Bioelectricity, Shrishti Barethiya, Erik Nordquist
| PLOS
Loading metrics Open Access Peer-reviewed Research Article ? This is an uncorrected proof. Citation: Nordquist E, Zhang G, Barethiya S, Ji N, White KM, Han L, et al. (2023) Incorporating physics to overcome data scarcity in predictive modeling of protein function: A case study of BK channels. PLoS Comput Biol 19(9): e1011460.
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Incorporating physics to overcome data scarcity in predictive modeling of protein function: a case study of BK channels

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By Guohui Zhang, Shrishti Barethiya, Nathan T Ji, Erik Nordquist
| BioRxiv
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