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)

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)

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 New Spectral Clustering Algorithm. - W. R. Casper; Balu Nadiga (CoRR, 2017)

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; et al. (CoRR, 2018)

Towards Solving the Navier-Stokes Equation on Quantum Computers. - Navamita Ray; Tirtha Banerjee; Balasubramanya T. Nadiga; Satish Karra (CoRR, 2019)

Leveraging Bayesian analysis to improve accuracy of approximate models. - Balasubramanya T. Nadiga; Chiyu Jiang 001; Daniel Livescu (J. Comput. Phys., 2019)

Reservoir Computing as a Tool for Climate Predictability Studies. - Balasubramanya T. Nadiga (CoRR, 2021)

Feature Importance in a Deep Learning Climate Emulator. - Wei Xu 020; Xihaier Luo; Yihui Ren 001; Ji Hwan Park; Shinjae Yoo; Balasubramanya T. Nadiga (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)

Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning. - Xiaoqian Chen; Balasubramanya T. Nadiga; Ilya Timofeyev (CoRR, 2021)

A Bayesian Deep Learning Approach to Near-Term Climate Prediction. - Xihaier Luo; Balasubramanya T. Nadiga; Yihui Ren 001; Ji Hwan Park; Wei Xu 020; Shinjae Yoo (CoRR, 2022)

Stochastic Parameterization of Column Physics using Generative Adversarial Networks. - Balasubramanya T. Nadiga; Xiaoming Sun; Cody Nash (CoRR, 2022)

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)

Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks. - Xihaier Luo; Wei Xu 020; Balu Nadiga; Yihui Ren 001; Shinjae Yoo (ICLR, 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 (PASC, 2024)

Studying the Impact of Latent Representations in Implicit Neural Networks for Scientific Continuous Field Reconstruction. - Wei Xu 020; Derek Freeman DeSantis; Xihaier Luo; Avish Parmar; Klaus Tan; Balu Nadiga; Yihui Ren 001; Shinjae Yoo (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 002; Trevor Wilcox (CoRR, 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)

Limitations for Quantum Algorithms to Solve Turbulent and Chaotic Systems. - Dylan Lewis; Stephan J. Eidenbenz; Balasubramanya T. Nadiga; Yigit Subasi (Quantum, 2024)

Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting. - Guang Zhao; Xihaier Luo; Seungjun Lee; Yihui Ren 001; Shinjae Yoo; Luke Van Roekel; Balu Nadiga; Sri Hari Krishna Narayanan; Yixuan Sun; Wei Xu 020 (CoRR, 2025)

Using Echo-State Networks to Reproduce Rare Events in Chaotic Systems. - Anton Erofeev; Balasubramanya T. Nadiga; Ilya Timofeyev (CoRR, 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, 2025)