Balasubramanya T. Nadiga

According to our database, Balasubramanya T. Nadiga authored at least 23 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Ensembles of Neural Surrogates for Parametric Sensitivity in Ocean Modeling.

Yixuan Sun, Romain Egele, Sri Hari Krishna Narayanan, Luke Van Roekel, Carmelo Gonzales, Steven Brus, Balu Nadiga, Sandeep Madireddy, Prasanna Balaprakash

CoRR, August, 2025

Using Echo-State Networks to Reproduce Rare Events in Chaotic Systems.

Anton Erofeev, Balasubramanya T. Nadiga, Ilya Timofeyev

CoRR, May, 2025

Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting.

Guang Zhao, Xihaier Luo, Seungjun Lee, Yihui Ren, Shinjae Yoo, Luke Van Roekel, Balu Nadiga, Sri Hari Krishna Narayanan, Yixuan Sun, Wei Xu

CoRR, March, 2025

2024

Limitations for Quantum Algorithms to Solve Turbulent and Chaotic Systems.

Dylan Lewis, Stephan J. Eidenbenz, Balasubramanya T. Nadiga, Yigit Subasi

Quantum, 2024

Learning physical unknowns from hydrodynamic shock and material interface features in ICF capsule implosions.

Daniel A. Serino, Evan Bell, Marc Louis Klasky, Ben S. Southworth, Balasubramanya T. Nadiga, Trevor Wilcox, Oleg Korobkin

CoRR, 2024

Reconstructing Richtmyer-Meshkov instabilities from noisy radiographs using low dimensional features and attention-based neural networks.

Daniel A. Serino, Marc Louis Klasky, Balasubramanya T. Nadiga, Xiaojian Xu, Trevor Wilcox

CoRR, 2024

Studying the Impact of Latent Representations in Implicit Neural Networks for Scientific Continuous Field Reconstruction.

Wei Xu, Derek Freeman DeSantis, Xihaier Luo, Avish Parmar, Klaus Tan, Balu Nadiga, Yihui Ren, Shinjae Yoo

CoRR, 2024

Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates.

Yixuan Sun, Elizabeth Cucuzzella, Steven Brus, Sri Hari Krishna Narayanan, Balasubramanya T. Nadiga, Luke Van Roekel, Jan Hückelheim, Sandeep Madireddy, Patrick Heimbach

Proceedings of the Platform for Advanced Scientific Computing Conference, 2024

Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks.

Xihaier Luo, Wei Xu, Balu Nadiga, Yihui Ren, Shinjae Yoo

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Surrogate Neural Networks to Estimate Parametric Sensitivity of Ocean Models.

Yixuan Sun, Elizabeth Cucuzzella, Steven Brus, Sri Hari Krishna Narayanan, Balu Nadiga, Luke Van Roekel, Jan Hückelheim, Sandeep Madireddy

CoRR, 2023

2022

Stochastic Parameterization of Column Physics using Generative Adversarial Networks.

Balasubramanya T. Nadiga, Xiaoming Sun, Cody Nash

CoRR, 2022

A Bayesian Deep Learning Approach to Near-Term Climate Prediction.

Xihaier Luo, Balasubramanya T. Nadiga, Yihui Ren, Ji Hwan Park, Wei Xu, Shinjae Yoo

CoRR, 2022

2021

Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning.

Xiaoqian Chen, Balasubramanya T. Nadiga, Ilya Timofeyev

CoRR, 2021

High-Precision Inversion of Dynamic Radiography Using Hydrodynamic Features.

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

CoRR, 2021

Feature Importance in a Deep Learning Climate Emulator.

Wei Xu, Xihaier Luo, Yihui Ren, Ji Hwan Park, Shinjae Yoo, Balasubramanya T. Nadiga

CoRR, 2021

Reservoir Computing as a Tool for Climate Predictability Studies.

Balasubramanya T. Nadiga

CoRR, 2021

2019

Leveraging Bayesian analysis to improve accuracy of approximate models.

Balasubramanya T. Nadiga, Chiyu Jiang, Daniel Livescu

J. Comput. Phys., 2019

Towards Solving the Navier-Stokes Equation on Quantum Computers.

Navamita Ray, Tirtha Banerjee, Balasubramanya T. Nadiga, Satish Karra

CoRR, 2019

2018

Quantum Algorithm Implementations for Beginners.

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, Nikolai Sinitsyn, Pieter Swart, Marc Vuffray, Jim Wendelberger, Boram Yoon, Richard J. Zamora, Wei Zhu

CoRR, 2018

2017

A New Spectral Clustering Algorithm.

W. R. Casper, Balu Nadiga

CoRR, 2017

2016

Large-eddy simulation, fuel rod vibration and grid-to-rod fretting in pressurized water reactors.

Mark Christon, Roger Lu, József Bakosi, Balasubramanya T. Nadiga, Zeses Karoutas, Markus Berndt

J. Comput. Phys., 2016

A hybrid incremental projection method for thermal-hydraulics applications.

Mark Christon, József Bakosi, Balasubramanya T. Nadiga, Markus Berndt, Marianne M. Francois, Alan K. Stagg, Yidong Xia, Hong Luo

J. Comput. Phys., 2016

2006

Ocean modelling for climate studies: Eliminating short time scales in long-term, high-resolution studies of ocean circulation.

Balasubramanya T. Nadiga, Mark Taylor, Jens Lorenz

Math. Comput. Model., 2006