Balasubramanya T. Nadiga

17 papers Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Quantum Homotopy Algorithm for Solving Nonlinear PDEs and Flow Problems.
CoRR
Sachin S. Bharadwaj, Balasubramanya T. Nadiga, Stephan J. Eidenbenz, Katepalli R. Sreenivasan
2025 J jnl
Using Echo-State Networks to Reproduce Rare Events in Chaotic Systems.
CoRR
Anton Erofeev, Balasubramanya T. Nadiga, Ilya Timofeyev
2024 J jnl
Learning physical unknowns from hydrodynamic shock and material interface features in ICF capsule implosions.
CoRR
Daniel A. Serino, Evan Bell, Marc Louis Klasky, Ben S. Southworth, Balasubramanya T. Nadiga, Trevor Wilcox, Oleg Korobkin
2024 J jnl
Limitations for Quantum Algorithms to Solve Turbulent and Chaotic Systems.
Quantum
Dylan Lewis, Stephan J. Eidenbenz, Balasubramanya T. Nadiga, Yigit Subasi
2024 — conf
Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates.
PASC
Yixuan Sun, Elizabeth Cucuzzella, Steven Brus, Sri Hari Krishna Narayanan, Balasubramanya T. Nadiga, Luke Van Roekel, Jan Hückelheim, Sandeep Madireddy, Patrick Heimbach
2024 J jnl
Reconstructing Richtmyer-Meshkov instabilities from noisy radiographs using low dimensional features and attention-based neural networks.
CoRR
Daniel A. Serino, Marc Louis Klasky, Balasubramanya T. Nadiga, Xiaojian Xu, Trevor Wilcox
2022 J jnl
A Bayesian Deep Learning Approach to Near-Term Climate Prediction.
CoRR
Xihaier Luo, Balasubramanya T. Nadiga, Yihui Ren, Ji Hwan Park, Wei Xu, Shinjae Yoo
2022 J jnl
Stochastic Parameterization of Column Physics using Generative Adversarial Networks.
CoRR
Balasubramanya T. Nadiga, Xiaoming Sun, Cody Nash
2021 J jnl
Feature Importance in a Deep Learning Climate Emulator.
CoRR
Wei Xu, Xihaier Luo, Yihui Ren, Ji Hwan Park, Shinjae Yoo, Balasubramanya T. Nadiga
2021 J jnl
High-Precision Inversion of Dynamic Radiography Using Hydrodynamic Features.
CoRR
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
2021 J jnl
Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning.
CoRR
Xiaoqian Chen, Balasubramanya T. Nadiga, Ilya Timofeyev
2021 J jnl
Reservoir Computing as a Tool for Climate Predictability Studies.
CoRR
Balasubramanya T. Nadiga
2019 J jnl
Leveraging Bayesian analysis to improve accuracy of approximate models.
J. Comput. Phys.
Balasubramanya T. Nadiga, Chiyu Jiang, Daniel Livescu
2019 J jnl
Towards Solving the Navier-Stokes Equation on Quantum Computers.
CoRR
Navamita Ray, Tirtha Banerjee, Balasubramanya T. Nadiga, Satish Karra
2016 J jnl
A hybrid incremental projection method for thermal-hydraulics applications.
J. Comput. Phys.
Mark Christon, József Bakosi, Balasubramanya T. Nadiga, Markus Berndt, Marianne M. Francois, Alan K. Stagg, Yidong Xia, Hong Luo
2016 J jnl
Large-eddy simulation, fuel rod vibration and grid-to-rod fretting in pressurized water reactors.
J. Comput. Phys.
Mark Christon, Roger Lu, József Bakosi, Balasubramanya T. Nadiga, Zeses Karoutas, Markus Berndt
2006 J jnl
Ocean modelling for climate studies: Eliminating short time scales in long-term, high-resolution studies of ocean circulation.
Math. Comput. Model.
Balasubramanya T. Nadiga, Mark Taylor, Jens Lorenz