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Santi Adavani
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Low-constant parallel algorithms for finite element simulations using linear octrees
H Sundar, RS Sampath, SS Adavani, C Davatzikos, G Biros
Proceedings of the 2007 ACM/IEEE Conference on Supercomputing, 1-12, 2007
862007
Dendro: Parallel algorithms for multigrid and AMR methods on 2: 1 balanced octrees
RS Sampath, SS Adavani, H Sundar, I Lashuk, G Biros
SC'08: Proceedings of the 2008 ACM/IEEE Conference on Supercomputing, 1-12, 2008
622008
Multigrid algorithms for inverse problems with linear parabolic PDE constraints
SS Adavani, G Biros
SIAM Journal of Scientific Computing 31 (1), 369-397, 2008
362008
Fast algorithms for source identification problems with elliptic PDE constraints
SS Adavani, G Biros
SIAM Journal on Imaging Sciences 3 (4), 791-808, 2010
222010
Nivolumab and ipilimumab are associated with distinct immune landscape changes and response-associated immunophenotypes
DM Woods, AS Laino, A Winters, J Alexandre, D Freeman, V Rao, ...
JCI insight 5 (11), 2020
122020
Distributed multigrid neural solvers on megavoxel domains
A Balu, S Botelho, B Khara, V Rao, S Sarkar, C Hegde, A Krishnamurthy, ...
Proceedings of the International Conference for High Performance Computing …, 2021
102021
Deep generative models that solve pdes: Distributed computing for training large data-free models
S Botelho, A Joshi, B Khara, V Rao, S Sarkar, C Hegde, S Adavani, ...
2020 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2020
82020
High-resolution imaging of subsurface infrastructure using deep learning artificial intelligence on drone magnetometry
S Mukherjee, RS Bell, WN Barkhouse, S Adavani, PG Lelièvre, ...
The Leading Edge 41 (7), 462-471, 2022
42022
Case study of SARS-CoV-2 transmission risk assessment in indoor environments using cloud computing resources
K Saurabh, S Adavani, K Tan, M Ishii, B Gao, A Krishnamurthy, H Sundar, ...
2021 SC Workshops Supplementary Proceedings (SCWS), 79-86, 2021
32021
Three-dimensional inversion of geophysical field data on an unstructured mesh using deep learning neural networks, applied to magnetic data
S Mukherjee, P Lelièvre, C Farquharson, S Adavani
First International Meeting for Applied Geoscience & Energy, 1465-1469, 2021
22021
Deep learning software accelerators for full-waveform inversion
S Botelho, S Mukherjee, V Rao, S Adavani
SEG International Exposition and Annual Meeting, D011S201R001, 2022
2022
3D seismic facies classification on CPU and GPU HPC clusters
S Botelho, V Das, D Vanzo, P Devarakota, V Rao, S Adavani
Asia Pacific Unconventional Resources Technology Conference, Virtual, 16–18 …, 2021
2021
Multigrid Distributed Deep CNNs for Structural Topology Optimization
J Rade, A Balu, E Herron, A Jignasu, S Botelho, S Adavani, S Sarkar, ...
AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM), 2021
2021
Case study of SARS-CoV-2 transmission risk assessment in indoor environments using cloud computing resources (preprint)
K Saurabh, S Adavani, K Tan, M Ishii, B Gao, A Krishnamurthy, H Sundar, ...
2021
Nivolumab and Ipilimumab in Metastatic Melanoma Are Associated with Distinct Immune Landscape Changes and Response-Associated Immunophenotypes
DM Woods, AS Laino, A Winters, J Alexandre, V Rao, SS Adavani, ...
bioRxiv, 2020.01. 13.905430, 2020
2020
Numerical methods for inverse problems constrained by elliptic and parabolic partial differential equations on regular domains
SS Adavani
University of Pennsylvania, 2008
2008
Identifying biological circuits capable of specific functionalities using ML-based ODE solutions
K Raman, S Adavani
Sussman, Alan 1 Tan, Kendrick 79
S Adavani, SR Alam, Q Anthony, D Bonachea, S Campanoni, ...
FAST ALGORITHMS FOR INVERSE PROBLEMS WITH PARABOLIC PDE CONSTRAINTS.
SS ADAVANI, G BIROS
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Articles 1–19