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Quantifying local and global mass balance errors in physics-informed neural networks.
Sci Rep. 2024 Jul 5;14(1):15541. doi: 10.1038/s41598-024-65472-9.
Sci Rep. 2024.
PMID: 38969678
Free PMC article.
Deep learning with mixup augmentation for improved pore detection during additive manufacturing.
Ahmmed B, Rau EG, Mudunuru MK, Karra S, Tempelman JR, Wachtor AJ, Forien JB, Guss GM, Calta NP, DePond PJ, Matthews MJ.
Ahmmed B, et al. Among authors: mudunuru mk.
Sci Rep. 2024 Jun 11;14(1):13365. doi: 10.1038/s41598-024-63288-1.
Sci Rep. 2024.
PMID: 38862686
Free PMC article.
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Frost prediction using machine learning and deep neural network models.
Talsma CJ, Solander KC, Mudunuru MK, Crawford B, Powell MR.
Talsma CJ, et al. Among authors: mudunuru mk.
Front Artif Intell. 2023 Jan 12;5:963781. doi: 10.3389/frai.2022.963781. eCollection 2022.
Front Artif Intell. 2023.
PMID: 36714205
Free PMC article.
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A machine learning framework for rapid forecasting and history matching in unconventional reservoirs.
Srinivasan S, O'Malley D, Mudunuru MK, Sweeney MR, Hyman JD, Karra S, Frash L, Carey JW, Gross MR, Guthrie GD, Carr T, Li L, Viswanathan HS.
Srinivasan S, et al. Among authors: mudunuru mk.
Sci Rep. 2021 Nov 5;11(1):21730. doi: 10.1038/s41598-021-01023-w.
Sci Rep. 2021.
PMID: 34741046
Free PMC article.
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