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Satish Karra

Pacific Northwest National Laboratory

35H-index
321Paper Count
4.9KCitation Count
Published Papers 30
Publication Date
Challenges in Integrating Dissolved Organic Matter Chemodiversity into Kinetic Models of Soil Respiration
err2025-08-28
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PREAI
errArjun Chakrawal; Odeta Qafoku; Satish Karra; John R. Bargar; Emily B. Graham
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From pixels to patterns: Coupling Optical Coherence Tomography and machine learning for monitoring coastal wetland root systems
err2025-08-26
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errOAAI
errMohamed O. Hassan; Aramy Truong; Maruti Mudunuru; Leslie G. Butler; Andre Rovai; Curtis Larimer; Joseph Daddona; Amir Ahkami; Jay Bardhan; Tamas Varga; Kelly Stratton; Satish Karra; Robert Twilley; Navid H. Jafari
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Open-Source Anaerobic Digestion Modeling Platform, Anaerobic Digestion Model No. 1 Fast (ADM1F)
err2024-12-24
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errOAAI
errZhu, Kuang; Zhang, Wenjuan; Jafarov, Elchin; Karra, Satish; Solander, Kurt; Demirtas, Meltem Urgun; Raskin, Lutgarde; Skerlos, Steven
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Deep learning with mixup augmentation for improved pore detection during additive manufacturing
err2024-06-11
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errOAAI
errAhmmed, Bulbul; Rau, Elisabeth G.; Mudunuru, Maruti K.; Karra, Satish; Tempelman, Joshua R.; Wachtor, Adam J.; Forien, Jean-Baptiste; Guss, Gabe M.; Calta, Nicholas P.; Depond, Phillip J.; Matthews, Manyalibo J.
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Predictive scale-bridging simulations through active learning
err2023-09-27
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errOAAI
errKarra, Satish; Mehana, Mohamed; Lubbers, Nicholas; Chen, Yu; Diaw, Abdourahmane; Santos, Javier E.; Pachalieva, Aleksandra; Pavel, Robert S.; Haack, Jeffrey R.; Mckerns, Michael; Junghans, Christoph; Kang, Qinjun; Livescu, Daniel; Germann, Timothy C.; Viswanathan, Hari S.
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Discovering hidden geothermal signatures using non-negative matrix factorization with customized k-means clustering
err2022-12-01
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errOAAI
errVesselinov, V. V.; Ahmmed, B.; Mudunuru, M. K.; Pepin, J. D.; Burns, E. R.; Siler, D. L.; Karra, S.; Middleton, R. S.
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Quantum Algorithm Implementations for Beginners
err2022-07-07
err33
errOAAI
errAbhijith, J.; Adedoyin, Adetokunbo; Ambrosiano, John; Anisimov, Petr; Casper, William; Chennupati, Gopinath; Coffrin, Carleton; Djidjev, Hristo; Gunter, David; Karra, Satish; Lemons, Nathan; Lin, Shizeng; Malyzhenkov, Alexander; Mascarenas, David; Mniszewski, Susan; Nadiga, Balu; O'Malley, Daniel; Oyen, Diane; Pakin, Scott; Prasad, Lakshman; Roberts, Randy; Romero, Phillip; Santhi, Nandakishore; Sinitsyn, Nikolai; Swart, Pieter J.; Wendelberger, James G.; Yoon, Boram; Zamora, Richard; Zhu, Wei; Eidenbenz, Stephan; Bartschi, Andreas; Coles, Patrick J.; Vuffray, Marc; Lokhov, Andrey Y.
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From Fluid Flow to Coupled Processes in Fractured Rock: Recent Advances and New Frontiers
err2022-02-22
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errOAAI
errViswanathan, H. S.; Ajo-Franklin, J.; Birkholzer, J. T.; Carey, J. W.; Guglielmi, Y.; Hyman, J. D.; Karra, S.; Pyrak-Nolte, L. J.; Rajaram, H.; Srinivasan, G.; Tartakovsky, D. M.
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A machine learning framework for rapid forecasting and history matching in unconventional reservoirs
err2021-11-05
err30
errOAAI
errSrinivasan, Shriram; O'Malley, Daniel; Mudunuru, Maruti K.; Sweeney, Matthew R.; Hyman, Jeffrey D.; Karra, Satish; Frash, Luke; Carey, J. William; Gross, Michael R.; Guthrie, George D.; Carr, Timothy; Li, Liwei; Viswanathan, Hari S.
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A comparative study of machine learning models for predicting the state of reactive mixing
err2021-05-01
err9
errOAAI
errAhmmed, B.; Mudunuru, M. K.; Karra, S.; James, S. C.; Vesselinov, V. V.
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Modeling and scale-bridging using machine learning: nanoconfinement effects in porous media
err2020-08-07
err27
errOAAI
errLubbers, Nicholas; Agarwal, Animesh; Chen, Yu; Son, Soyoun; Mehana, Mohamed; Kang, Qinjun; Karra, Satish; Junghans, Christoph; Germann, Timothy C.; Viswanathan, Hari S.
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Unsupervised machine learning based on non-negative tensor factorization for analyzing reactive-mixing
err2019-10-01
err30
errOAAI
errVesselinov, V. V.; Mudunuru, M. K.; Karra, S.; O'Malley, D.; Alexandrov, B. S.
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Assessing dual continuum method for multicomponent reactive transport
err2019-09-01
err14
errOAAI
errIraola, A.; Trinchero, P.; Karra, S.; Molinero, J.
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Reduced-order modeling through machine learning and graph-theoretic approaches for brittle fracture applications
err2019-02-01
err38
errOAAI
errHunter, Abigail; Moore, Bryan A.; Mudunuru, Maruti; Chau, Viet; Tchoua, Roselyne; Nyshadham, Chandramouli; Karra, Satish; O'Malley, Daniel; Rougier, Esteban; Viswanathan, Hari; Srinivasan, Gowri
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Branching of hydraulic cracks enabling permeability of gas or oil shale with closed natural fractures
err2019-01-11
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errOAAI
errRahimi-Aghdam, Saeed; Viet-Tuan Chau; Lee, Hyunjin; Hoang Nguyen; Li, Weixin; Karra, Satish; Rougier, Esteban; Viswanathan, Hari; Srinivasan, Gowri; Bazant, Zdenek P.
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Quantifying Topological Uncertainty in Fractured Systems using Graph Theory and Machine Learning
err2018-08-03
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errOAAI
errSrinivasan, Gowri; Hyman, Jeffrey D.; Osthus, David A.; Moore, Bryan A.; O'Malley, Daniel; Karra, Satish; Rougier, Esteban; Hagberg, Aric A.; Hunter, Abigail; Viswanathan, Hari S.
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Discontinuities in effective permeability due to fracture percolation
err2018-04-01
err15
errOAAI
errHyman, Jeffrey D.; Karra, Satish; Carey, J. William; Gable, Carl W.; Viswanathan, Hari; Rougier, Esteban; Lei, Zhou
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