Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Santi Adavani"'
Autor:
Souvik Mukherjee, Ronald S. Bell, William N. Barkhouse, Santi Adavani, Peter G. Lelièvre, Colin G. Farquharson
Publikováno v:
The Leading Edge. 41:462-471
The use of drones fo r geophysical data acquisition and artificial intelligence (AI) for geophysical data processing, imaging, and interpretation are active focus areas in current industry and academic applications. Unlocking their cumulative potenti
Publikováno v:
Second International Meeting for Applied Geoscience & Energy.
Autor:
Soumik Sarkar, Santi Adavani, Adarsh Krishnamurthy, Vinay Rao, Sergio Botelho, Aditya Balu, Biswajit Khara, Baskar Ganapathysubramanian, Chinmay Hegde
Publikováno v:
SC
We consider the distributed training of large scale neural networks that serve as PDE (partial differential equation) solvers producing full field outputs. We specifically consider neural solvers for the generalized 3D Poisson equation over megavoxel
Publikováno v:
First International Meeting for Applied Geoscience & Energy Expanded Abstracts.
Publikováno v:
Proceedings of the 2021 Asia Pacific Unconventional Resources Technology Conference.
Autor:
Ameya Joshi, Biswajit Khara, Santi Adavani, Baskar Ganapathysubramanian, Chinmay Hegde, Sergio Botelho, Vinay Rao, Soumik Sarkar
Publikováno v:
MLHPC/AI4S@SC
Recent progress in scientific machine learning (SciML) has opened up the possibility of training novel neural network architectures that solve complex partial differential equations (PDEs). Several (nearly data free) approaches have been recently rep
Autor:
Santi Adavani, Daniel Freeman, Andressa S. Laino, Pratip K. Chattopadhyay, David M. Woods, Aidan F. Winters, Jeffrey S. Weber, Jason Alexandre, Vinay Rao
Publikováno v:
JCI Insight
BACKGROUND: The reshaping of the immune landscape by nivolumab (NIVO) and ipilimumab (IPI) and its relation to patient outcomes is not well described. METHODS: We used high-parameter flow cytometry and a computational platform, CytoBrute, to define i
Autor:
Aidan F. Winters, Andressa S. Laino, Santi Adavani, Rao, David M. Woods, Jason Alexandre, Pratip K. Chattopadhyay, Jeffrey S. Weber
The reshaping of the immune landscape by nivolumab (NIVO) and ipilimumab (IPI) and its relation to patient outcomes is not well-described. We used high-parameter flow cytometry and a novel computational platform, CytoBrute, to define immunophenotypes
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::658a05a3f99bc7ffaab1a8097e4c1455
Autor:
Santi Adavani, George Biros
Publikováno v:
SIAM Journal on Imaging Sciences. 3:791-808
We present algorithms for the solution of a class of source identification problems for systems governed by elliptic partial differential equations (PDEs) on two-dimensional regular geometries. The state is the solution of the PDE, which is driven by