Publications

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Facilitating Atmospheric Source Inversion via Operator Regression

SIAM Conference on Mathematics of Planet Earth

Joseph Lee Hart, Mamikon Gulian, Indu Manickam, Laura Painton Swiler

Conference Presentation – 2022 Conference Presentation 2022

Facilitating Atmospheric Source Inversion via Deep Operator Network Surrogates

Esco 2022

Mamikon Gulian, Joseph Lee Hart, Indu Manickam, Laura Painton Swiler

Conference Presentation – 2022 Conference Presentation 2022

Error-in-variables modelling for operator learning

AIRES Workshop

Ravi Ghanshyam Patel, Indu Manickam, Mamikon Gulian, Myoungkyu Lee

Conference Presentation – 2022 Conference Presentation 2022

Error-in-variables modelling for operator learning

Msml22

Ravi Ghanshyam Patel, Indu Manickam, Mamikon Gulian, Myoungkyu Lee

Conference Paper – 2022 Conference Paper 2022

Error-in-variables modelling for operator learning

Mathematical and Scientific Machine Learning 2022 (MSML2022)

Mamikon Gulian, Ravi Ghanshyam Patel, Indu Manickam, Lee Myoungkyu

Conference Paper – 2022 Conference Paper 2022

Thermodynamically consistent physics-informed neural networks for hyperbolic systems

SIAM Conference on Computational Science and Engineering

Indu Manickam, Ravi Ghanshyam Patel, Nathaniel Albert Trask, Mitchell Wood, Myoungkyu NMN Lee, Ignacio Tomas, Eric Christopher Cyr

https://www.osti.gov/search/identifier:1847572

Conference Presentation – 2021 Conference Presentation 2021
Document Title Type Year