Ashwanth Srinivasan

Indian Institute of Technology Madras — India

Earth and Planetary Sciences · Physical Sciences

20h-index4.0kcitations65works0.92yr avg
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Research Topics

Oceanographic and Atmospheric Processes(38), Meteorological Phenomena and Simulations(15), Reservoir Engineering and Simulation Methods(13), Climate variability and models(10), Tropical and Extratropical Cyclones Research(10)

Publications65 total

Gradient-based regularization for inverse airfoil design
Physics of Fluids·2025
Towards Fast Option Pricing PDE Solvers Powered by PIELM
arXiv (Cornell University)·2025Open Access
Physics-informed neural networks to reconstruct surface velocity field from drifter data
Frontiers in Marine Science·2025· 1 citedOpen Access
Coarse Particle Recovery by Jig Flotation
2025
Physics-Informed Neural Networks to Reconstruct Surface Velocity Field from Drifter Data
2024· 4 citedOpen Access
Process-Oriented Validation of HYCOM-TSIS Reanalysis Runs for the Northern Gulf of Mexico
Offshore Technology Conference·2024· 1 cited
Data Assimilation with Ocean Models: A Case Study of Reduced Precision and Machine Learning in the Gulf of Mexico
Lecture notes in computer science·2024
A Statistical Interpolation Code for Ocean Analysis and Forecasting
Journal of Atmospheric and Oceanic Technology·2021· 17 citedOpen Access
MACRO-GOM: Long Term Multi-Resolution Ocean Current Reanalysis Dataset for the Gulf of Mexico
Offshore Technology Conference·2021· 2 cited
Ocean Current Statistics in the Gulf of Mexico Derived from an Ensemble Approach
Offshore Technology Conference·2019
Extracting 4D Signal at Chayvo Oil Field under Challenging Environmental Conditions
81st EAGE Conference and Exhibition 2019·2019
A Multi-Resolution Probabilistic Ocean Current Forecasting System for Offshore Energy Operations
Offshore Technology Conference·2018· 6 cited
Remote Monitoring of Hazardous Gases in Industries (A Low Cost Device)
2018· 3 cited
A Report on implementation of operational Global and Indian Ocean HYCOM at INCOIS
Open Access Digital Repository of Ministry of Earth Sciences, Government of India (Government of India)·2018· 1 cited
Quantifying uncertainty in Gulf of Mexico forecasts stemming from uncertain initial conditions
Journal of Geophysical Research Oceans·2016· 8 cited
Propagation of uncertainty and sensitivity analysis in an integral oil‐gas plume model
Journal of Geophysical Research Oceans·2016· 10 citedOpen Access
Loop Current Hyperactivity: Analysis of <i>In Situ</i> Measurements in the Gulf of Mexico
Offshore Technology Conference·2016· 8 cited
An overview of uncertainty quantification techniques with application to oceanic and oil‐spill simulations
Journal of Geophysical Research Oceans·2016· 35 citedOpen Access
A framework to quantify uncertainty in simulations of oil transport in the ocean
Journal of Geophysical Research Oceans·2016· 20 citedOpen Access
Quantifying Uncertainty in an Oil Fate Model Using a Polynomial Chaos Surrogate
American Geophysical Union eBooks·2016
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Frequent Co-authors

Mohamed Iskandarani(18), W. C. Thacker(14), Omar Knio(13), Eric P. Chassignet(11), Claire B. Paris(8), Matthieu Le Hénaff(8), Vassiliki H. Kourafalou(8), Justin Winokur(6), Ole Martin Smedstad(5), George R. Halliwell(5), Ihab Sraj(5), Judith Helgers(4), T. M. Chin(4), Harley E. Hurlburt(3), Steve C. Hankin(3), Peter Cornillon(3), Pierre Brasseur(3), Robert K. Cowen(2), E. Joseph Metzger(2), James Cummings(2)