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Balasubramanya T. Nadiga
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2020 – today
- 2024
- [c2]Xihaier Luo, Wei Xu, Balu Nadiga, Yihui Ren, Shinjae Yoo:
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks. ICLR 2024 - [c1]Yixuan Sun
, Elizabeth Cucuzzella
Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates. PASC 2024: 6:1-6:10 - [i13]Xihaier Luo, Wei Xu, Yihui Ren, Shinjae Yoo, Balu Nadiga:
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks. CoRR abs/2401.11611 (2024) - [i12]Wei Xu, Derek Freeman DeSantis, Xihaier Luo, Avish Parmar, Klaus Tan, Balu Nadiga, Yihui Ren, Shinjae Yoo:
Studying the Impact of Latent Representations in Implicit Neural Networks for Scientific Continuous Field Reconstruction. CoRR abs/2404.06418 (2024) - [i11]Daniel A. Serino, Marc Louis Klasky, Balasubramanya T. Nadiga, Xiaojian Xu, Trevor Wilcox:
Reconstructing Richtmyer-Meshkov instabilities from noisy radiographs using low dimensional features and attention-based neural networks. CoRR abs/2408.00985 (2024) - 2023
- [i10]Yixuan Sun
Surrogate Neural Networks to Estimate Parametric Sensitivity of Ocean Models. CoRR abs/2311.08421 (2023) - 2022
- [i9]Xihaier Luo, Balasubramanya T. Nadiga, Yihui Ren, Ji Hwan Park, Wei Xu, Shinjae Yoo:
A Bayesian Deep Learning Approach to Near-Term Climate Prediction. CoRR abs/2202.11244 (2022) - [i8]Balasubramanya T. Nadiga, Xiaoming Sun, Cody Nash:
Stochastic Parameterization of Column Physics using Generative Adversarial Networks. CoRR abs/2211.16654 (2022) - 2021
- [i7]Balasubramanya T. Nadiga:
Reservoir Computing as a Tool for Climate Predictability Studies. CoRR abs/2103.06206 (2021) - [i6]Wei Xu, Xihaier Luo, Yihui Ren, Ji Hwan Park, Shinjae Yoo, Balasubramanya T. Nadiga:
Feature Importance in a Deep Learning Climate Emulator. CoRR abs/2108.13203 (2021) - [i5]Maliha Hossain, Balasubramanya T. Nadiga, Oleg Korobkin, Marc Louis Klasky, Jennifer L. Schei, Joshua W. Burby, Michael T. McCann, Trevor Wilcox, Soumi De, Charles A. Bouman:
High-Precision Inversion of Dynamic Radiography Using Hydrodynamic Features. CoRR abs/2112.01627 (2021) - [i4]Xiaoqian Chen, Balasubramanya T. Nadiga, Ilya Timofeyev:
Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning. CoRR abs/2112.09182 (2021)
2010 – 2019
- 2019
- [j4]Balasubramanya T. Nadiga
Leveraging Bayesian analysis to improve accuracy of approximate models. J. Comput. Phys. 394: 280-297 (2019) - [i3]Navamita Ray, Tirtha Banerjee
Towards Solving the Navier-Stokes Equation on Quantum Computers. CoRR abs/1904.09033 (2019) - 2018
- [i2]Patrick J. Coles, Stephan J. Eidenbenz, Scott Pakin, Adetokunbo Adedoyin, John Ambrosiano, Petr M. Anisimov, William Casper, Gopinath Chennupati, Carleton Coffrin, Hristo N. Djidjev, David Gunter, Satish Karra, Nathan Lemons, Shizeng Lin, Andrey Y. Lokhov, Alexander Malyzhenkov, David Dennis Lee Mascarenas, Susan M. Mniszewski, Balu Nadiga, Dan O'Malley, Diane Oyen, Lakshman Prasad, Randy Roberts, Philip Romero, Nandakishore Santhi
Quantum Algorithm Implementations for Beginners. CoRR abs/1804.03719 (2018) - 2017
- [i1]W. R. Casper, Balu Nadiga:
A New Spectral Clustering Algorithm. CoRR abs/1710.02756 (2017) - 2016
- [j3]Mark Christon, József Bakosi
A hybrid incremental projection method for thermal-hydraulics applications. J. Comput. Phys. 317: 382-404 (2016) - [j2]Mark Christon, Roger Lu, József Bakosi
Large-eddy simulation, fuel rod vibration and grid-to-rod fretting in pressurized water reactors. J. Comput. Phys. 322: 142-161 (2016)
2000 – 2009
- 2006
- [j1]Balasubramanya T. Nadiga, Mark Taylor, Jens Lorenz:
Ocean modelling for climate studies: Eliminating short time scales in long-term, high-resolution studies of ocean circulation. Math. Comput. Model. 44(9-10): 870-886 (2006)
Coauthor Index
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