Zobrazeno 1 - 10
of 62
pro vyhledávání: '"Ahmmed, Bulbul"'
Physics-informed neural networks (PINN) have recently become attractive for solving partial differential equations (PDEs) that describe physics laws. By including PDE-based loss functions, physics laws such as mass balance are enforced softly in PINN
Externí odkaz:
http://arxiv.org/abs/2305.13920
This paper presents a novel ML-based methodology for geothermal exploration towards PFA applications. Our methodology is provided through our open-source ML framework, GeoThermalCloud \url{https://github.com/SmartTensors/GeoThermalCloud.jl}. The GeoT
Externí odkaz:
http://arxiv.org/abs/2210.08685
Publikováno v:
In Renewable Energy December 2024 237 Part B
Physics-informed Machine Learning has recently become attractive for learning physical parameters and features from simulation and observation data. However, most existing methods do not ensure that the physics, such as balance laws (e.g., mass, mome
Externí odkaz:
http://arxiv.org/abs/2109.03956
Autor:
Ahmmed, Bulbul1 (AUTHOR), Rau, Elisabeth G.2 (AUTHOR), Mudunuru, Maruti K.3 (AUTHOR) maruti@pnnl.gov, Karra, Satish4 (AUTHOR), Tempelman, Joshua R.5,6 (AUTHOR), Wachtor, Adam J.5 (AUTHOR), Forien, Jean-Baptiste7 (AUTHOR), Guss, Gabe M.8 (AUTHOR), Calta, Nicholas P.7 (AUTHOR), DePond, Phillip J.7 (AUTHOR), Matthews, Manyalibo J.7 (AUTHOR)
Publikováno v:
Scientific Reports. 6/11/2024, Vol. 14 Issue 1, p1-14. 14p.
Autor:
Ahmmed, Bulbul, Vesselinov, Velimir V.
Publikováno v:
In Renewable Energy September 2022 197:1034-1048
Publikováno v:
In International Journal of Greenhouse Gas Control July 2021 109
Autor:
Mudunuru, Maruti K.1 (AUTHOR) maruti@pnnl.gov, Ahmmed, Bulbul2 (AUTHOR), Rau, Elisabeth3 (AUTHOR), Vesselinov, Velimir V.4 (AUTHOR), Karra, Satish5 (AUTHOR)
Publikováno v:
Energies (19961073). Apr2023, Vol. 16 Issue 7, p3098. 11p.
Akademický článek
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Autor:
Sharma, Acharya Bharat1 (AUTHOR), Ahmmed, Bulbul2 (AUTHOR), Chen, Yunxiang3 (AUTHOR), Davison, Jason H.4 (AUTHOR), Haygood, Lauren5,6 (AUTHOR), Hensley, Robert T.7 (AUTHOR), Kumar, Rakesh8 (AUTHOR) rakesh.kumar.PhD@nalandauniv.edu.in, Lerback, Jory9 (AUTHOR), Liu, Haojie10 (AUTHOR), Mehan, Sushant11 (AUTHOR) sushantmehan@gmail.com, Mehana, Mohamed12 (AUTHOR), Patil, Sopan D.13 (AUTHOR), Persaud, Bhaleka D.14 (AUTHOR), Sullivan, Pamela L.15 (AUTHOR), URycki, Dawn16 (AUTHOR)
Publikováno v:
Earth & Space Science. Apr2022, Vol. 9 Issue 4, p1-7. 7p.