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Mudunuru, Maruti K.
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1

Deep learning with mixup augmentation for improved pore det..:

Ahmmed, Bulbul ; Rau, Elisabeth G. ; Mudunuru, Maruti K....
Scientific Reports.  14 (2024)  1 - p. , 2024
Link: https://doi.org/10.1038/..
 
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2

Knowledge-informed deep learning for hydrological model cal..:

Jiang, Peishi ; Shuai, Pin ; Sun, Alexander..
Hydrology and Earth System Sciences.  27 (2023)  14 - p. 2621-2644 , 2023
Link: https://doi.org/10.5194/..
 
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3

Machine Learning for Geothermal Resource Exploration in the..:

Mudunuru, Maruti K. ; Ahmmed, Bulbul ; Rau, Elisabeth..
Energies.  16 (2023)  7 - p. 3098 , 2023
Link: https://doi.org/10.3390/..
 
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4

3D Biogeochemical Characterization of Intact Soil Structure:

Qafoku, Odeta ; Varga, Tamas ; Battu, Anil K...
Microscopy and Microanalysis.  29 (2023)  Supplement_1 - p. 1234-1235 , 2023
Link: https://doi.org/10.1093/..
 
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5

Uncovering acoustic signatures of pore formation in laser p..:

Tempelman, Joshua R. ; Mudunuru, Maruti K. ; Karra, Satish...
The International Journal of Advanced Manufacturing Technology.  130 (2023)  5-6 - p. 3103-3114 , 2023
Link: https://doi.org/10.1007/..
 
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6

Frost prediction using machine learning and deep neural net..:

Talsma, Carl J. ; Solander, Kurt C. ; Mudunuru, Maruti K...
Frontiers in Artificial Intelligence.  5 (2023)  - p. , 2023
Link: https://doi.org/10.3389/..
 
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7

Using Mutual Information for Global Sensitivity Analysis on..:

Jiang, Peishi ; Son, Kyongho ; Mudunuru, Maruti K..
Water Resources Research.  58 (2022)  10 - p. , 2022
Link: https://doi.org/10.1029/..
 
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8

Scalable deep learning for watershed model calibration:

Mudunuru, Maruti K. ; Son, Kyongho ; Jiang, Peishi..
Frontiers in Earth Science.  10 (2022)  - p. , 2022
Link: https://doi.org/10.3389/..
 
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9

A machine learning framework for rapid forecasting and hist..:

Srinivasan, Shriram ; O'Malley, Daniel ; Mudunuru, Maruti K....
Scientific Reports.  11 (2021)  1 - p. , 2021
Link: https://doi.org/10.1038/..
 
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10

Machine learning to identify geologic factors associated wi..:

Siler, Drew L. ; Pepin, Jeff D. ; Vesselinov, Velimir V...
Geothermal Energy.  9 (2021)  1 - p. , 2021
Link: https://doi.org/10.1186/..
 
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11

Explore Spatio‐Temporal Learning of Large Sample Hydrology ..:

Sun, Alexander Y. ; Jiang, Peishi ; Mudunuru, Maruti K..
Water Resources Research.  57 (2021)  12 - p. , 2021
Link: https://doi.org/10.1029/..
 
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12

Machine learning to discover mineral trapping signatures du..:

Ahmmed, Bulbul ; Karra, Satish ; Vesselinov, Velimir V..
International Journal of Greenhouse Gas Control.  109 (2021)  - p. 103382 , 2021
Link: https://doi.org/10.1016/..
 
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13

Perspectives on AI Architectures and Co-design for Earth Sy..:

Mudunuru, Maruti K ; Ang, James A ; Halappanavar, Mahantesh...
http://arxiv.org/abs/2304.03748.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Frost prediction using machine learning and deep neural net..:

Talsma, Carl J ; Solander, Kurt C ; Mudunuru, Maruti K..
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9878450/.  , 2023
Link: http://www.ncbi.nlm.nih...
 
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15

Do Physics-informed Neural Networks Satisfy Local and Globa..:

Mamud, Md Lal ; Mudunuru, Maruti K ; Karra, Satish.
http://arxiv.org/abs/2305.13920.  , 2023
Link: http://arxiv.org/abs/230..
 
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