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1دورية أكاديمية
المؤلفون: Popov, Andrey A., Sandu, Adrian
مصطلحات موضوعية: Bayesian inference, Control variates, Data assimilation, Multifidelity ensemble Kalman filter, Reduced order modeling, Machine learning, Surrogate models frontiers
وصف الملف: application/pdf
العلاقة: http://hdl.handle.net/10919/113985Test; https://doi.org/10.3389/fams.2022.904687Test; Sandu, Adrian [0000-0002-5380-0103]
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2دورية أكاديمية
المؤلفون: Moosavi, Azam, Rao, Vishwas, Sandu, Adrian
مصطلحات موضوعية: Computer Science, Interdisciplinary Applications, Theory & Methods, Numerical weather prediction model, Precipitation prediction, Physical processes, Machine learning, CONVECTIVE PARAMETERIZATION, BULK PARAMETERIZATION, DATA ASSIMILATION, ERROR ESTIMATION, PRECIPITATION, MICROPHYSICS, IMPACT, 0802 Computation Theory and Mathematics, 0806 Information Systems
وصف الملف: 11 page(s); application/pdf
العلاقة: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000697573900001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=930d57c9ac61a043676db62af60056c1Test; ARTN 101295 (Article number); http://hdl.handle.net/10919/108901Test; https://doi.org/10.1016/j.jocs.2020.101295Test; 50; Sandu, Adrian [0000-0002-5380-0103]
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3
المؤلفون: Moosavi, Azam, Rao, Vishwas, Sandu, Adrian
مصطلحات موضوعية: Precipitation prediction, Numerical weather prediction model, IMPACT, ERROR ESTIMATION, CONVECTIVE PARAMETERIZATION, BULK PARAMETERIZATION, Physical processes, DATA ASSIMILATION, Computer Science, Theory & Methods, PRECIPITATION, 0806 Information Systems, Computer Science, Machine learning, Computer Science, Interdisciplinary Applications, MICROPHYSICS, Physics::Atmospheric and Oceanic Physics, 0802 Computation Theory and Mathematics
وصف الملف: 11 page(s); application/pdf
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=od______2485::79f49e2494347bf871f0f79b7b239bd3Test
https://hdl.handle.net/10919/108901Test -
4دورية أكاديمية
المؤلفون: ROBERTS, STEVEN, POPOV, ANDREY A., SARSHAR, ARASH, SANDU, ADRIAN
المصدر: SIAM Journal on Scientific Computing; 2022, Vol. 44 Issue 3, pA1405-A1427, 23p
مصطلحات موضوعية: DYNAMICAL systems, APPROXIMATION error, MACHINE learning, SYSTEM dynamics, RUNGE-Kutta formulas
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5دورية أكاديمية
المؤلفون: Moosavi, Azam, Ştefănescu, Răzvan, Sandu, Adrian
المصدر: International Journal for Numerical Methods in Engineering; 1/20/2018, Vol. 113 Issue 3, p512-533, 22p
مصطلحات موضوعية: MACHINE learning, BAYESIAN analysis, FINITE element method, RANDOM forest algorithms, PROPER orthogonal decomposition, MATHEMATICAL models
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6دورية أكاديمية
المؤلفون: Stefanescu, Razvan1, Moosavi, Azam2 azmosavi@vt.edu, Sandu, Adrian2
المصدر: Journal of Computational & Applied Mathematics. Oct2018, Vol. 340, p629-644. 16p.
مصطلحات موضوعية: *MACHINE learning, *REGRESSION analysis, *ERROR analysis in mathematics, *PARAMETER estimation, *MATHEMATICAL decomposition
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7
المؤلفون: Gupta, Naveen
المساهمون: Computer Science and#38, Applications, Karpatne, Anuj, Lin, Youzuo, Sandu, Adrian
مصطلحات موضوعية: Machine Learning, Invertible Neural Networks, Full Waveform Inversion, Inverse Problems, AI for Science
وصف الملف: ETD; application/pdf
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=od______2485::13b108b74c9426ab942957e845905b6fTest
https://hdl.handle.net/10919/115742Test -
8Augmented Neural Network Surrogate Models for Polynomial Chaos Expansions and Reduced Order Modeling
المؤلفون: Cooper, Rachel Gray
المساهمون: Computer Science, Sandu, Adrian, Xiao, Heng, Karpatne, Anuj
مصطلحات موضوعية: Neural Networks, Reduced Order Modeling, Machine learning, Polynomial Chaos
وصف الملف: ETD; application/pdf
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=od______2485::579e1e6fa07c54921f46b23d41a0bcf6Test
https://hdl.handle.net/10919/103423Test -
9
المؤلفون: Cui, Xuewen
المساهمون: Computer Science, Feng, Wu-Chun, Scogland, Thomas R., Ribbens, Calvin J., de Supinski, Bronis R., Sandu, Adrian, Wang, Hao
مصطلحات موضوعية: High-performance Computing, Pipeline, Machine learning, GPU, OpenMP, Unified Memory, Partitioning
وصف الملف: ETD; application/pdf
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=od______2485::405284d853055c7ff4216b38d87b17c4Test
https://hdl.handle.net/10919/101497Test -
10
المؤلفون: Zavar Moosavi, Azam Sadat
المساهمون: Computer Science, Sandu, Adrian, Gugercin, Serkan, Huang, Bert, Ribbens, Calvin J., Archibald, Rick
مصطلحات موضوعية: Uncertainty Reduction, Structural Uncertainty, Reduced-Order Models, Machine learning, Uncertainty Quantification, Stochastic Simulation of Chemical Reactions, Numerical Weather Prediction Models, Data Assimilation
وصف الملف: ETD; application/pdf
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=od______2485::d483be1c58ce33554267d783614e4b94Test
https://hdl.handle.net/10919/82491Test
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