Balasubramanya T. Nadiga

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 11

Top Topics

Personalized Ranking

Reservoir Computing

Bayesian Analysis

Top Venues

J. Comput. Phys.

Publications

Yixuan Sun, Elizabeth Cucuzzella, Steven Brus, Sri Hari Krishna Narayanan, Balasubramanya T. Nadiga, Luke Van Roekel, Jan Hückelheim, Sandeep Madireddy, Patrick Heimbach
Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates. PASC (2024)
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 (2022)
Balasubramanya T. Nadiga, Xiaoming Sun, Cody Nash
Stochastic Parameterization of Column Physics using Generative Adversarial Networks. CoRR (2022)
Xiaoqian Chen, Balasubramanya T. Nadiga, Ilya Timofeyev
Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning. CoRR (2021)
Wei Xu, Xihaier Luo, Yihui Ren, Ji Hwan Park, Shinjae Yoo, Balasubramanya T. Nadiga
Feature Importance in a Deep Learning Climate Emulator. CoRR (2021)
Balasubramanya T. Nadiga
Reservoir Computing as a Tool for Climate Predictability Studies. CoRR (2021)
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 (2021)
Balasubramanya T. Nadiga, Chiyu Jiang, Daniel Livescu
Leveraging Bayesian analysis to improve accuracy of approximate models. J. Comput. Phys. 394 (2019)
Navamita Ray, Tirtha Banerjee, Balasubramanya T. Nadiga, Satish Karra
Towards Solving the Navier-Stokes Equation on Quantum Computers. CoRR (2019)
Mark Christon, József Bakosi, Balasubramanya T. Nadiga, Markus Berndt, Marianne M. Francois, Alan K. Stagg, Yidong Xia, Hong Luo
A hybrid incremental projection method for thermal-hydraulics applications. J. Comput. Phys. 317 (2016)
Mark Christon, Roger Lu, József Bakosi, Balasubramanya T. Nadiga, Zeses Karoutas, Markus Berndt
Large-eddy simulation, fuel rod vibration and grid-to-rod fretting in pressurized water reactors. J. Comput. Phys. 322 (2016)
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) (2006)