Search Results - "Dhuri, Dattaraj B"

Supervised Convolutional Neural Networks for Classification of Flaring and Nonflaring Active Regions Using Line-of-sight Magnetograms by Bhattacharjee, Shamik, Alshehhi, Rasha, Dhuri, Dattaraj B., Hanasoge, Shravan M.

“…Solar flares are explosions in the solar atmosphere that release intense bursts of short-wavelength radiation and are capable of producing severe…”
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A serverless computing architecture for Martian aurora detection with the Emirates Mars Mission by Pacios, David, Vázquez-Poletti, José Luis, Dhuri, Dattaraj B., Atri, Dimitra, Moreno-Vozmediano, Rafael, Lillis, Robert J., Schetakis, Nikolaos, Gómez-Sanz, Jorge, Iorio, Alessio Di, Vázquez, Luis

“…Remote sensing technologies are experiencing a surge in adoption for monitoring Earth’s environment, demanding more efficient and scalable methods for image…”
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Diurnal variation of the surface temperature of Mars with the Emirates Mars Mission: a comparison with Curiosity and Perseverance rover measurements by Atri, Dimitra, Abdelmoneim, Nour, Dhuri, Dattaraj B, Simoni, Mathilde

“…ABSTRACT For the first time, the Emirates Mars Infrared Spectrometer (EMIRS) instrument on board the Emirates Mars Mission (EMM) ‘Hope’, is providing us with…”
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Deep-learning Reconstruction of Sunspot Vector Magnetic Fields for Forecasting Solar Storms by Dhuri, Dattaraj B., Bhattacharjee, Shamik, Hanasoge, Shravan M., Kiran Mahapatra, Sashi

“…Abstract Solar magnetic activity produces extreme solar flares and coronal mass ejections, which pose grave threats to electronic infrastructure and can…”
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Auroras on mars: from discovery to new developments by Atri, Dimitra, Dhuri, Dattaraj B., Simoni, Mathilde, Sreenivasan, Katepalli R.

“…Auroras are emissions in a planetary atmosphere caused by its interactions with the surrounding plasma environment. They have been observed in most planets and…”
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Application and Interpretation of Deep Learning for Identifying Pre-emergence Magnetic Field Patterns by Dhuri, Dattaraj B., Hanasoge, Shravan M., Birch, Aaron C., Schunker, Hannah

“…Abstract Magnetic flux generated within the solar interior emerges to the surface, forming active regions (ARs) and sunspots. Flux emergence may trigger…”
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Machine learning reveals systematic accumulation of electric current in lead-up to solar flares by Dhuri, Dattaraj B., Hanasoge, Shravan M., Cheung, Mark C. M.

“…Solar flares—bursts of high-energy radiation responsible for severe space weather effects—are a consequence of the occasional destabilization of magnetic…”
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An Explainable Deep-learning Model of Proton Auroras on Mars by Dhuri, Dattaraj B., Atri, Dimitra, AlHantoobi, Ahmed

“…Proton auroras are widely observed on the dayside of Mars, identified as a significant intensity enhancement in the hydrogen Ly α (121.6 nm) emission at…”
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Expanding Mars’s Climate Modeling: Interpretable Machine Learning for Modeling Mars Science Laboratory Relative Humidity by Abdelmoneim, Nour, Dhuri, Dattaraj B., Atri, Dimitra, Martínez, Germán

“…Abstract For the past several decades, numerous attempts have been made to model the climate of Mars, with extensive studies focusing on the planet’s dynamics…”
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An Explainable Deep-learning Model of Proton Auroras on Mars by Dhuri, Dattaraj B, Atri, Dimitra, AlHantoobi, Ahmed

“…Proton auroras are widely observed on the dayside of Mars, identified as a significant intensity enhancement in the hydrogen Lyman alpha (121.6 nm) emission…”
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Expanding Mars Climate Modeling: Interpretable Machine Learning for Modeling MSL Relative Humidity by Abdelmoneim, Nour, Dhuri, Dattaraj B, Atri, Dimitra, Martínez, Germán

“…For the past several decades, numerous attempts have been made to model the climate of Mars with extensive studies focusing on the planet's dynamics and the…”
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Auroras on Mars: from Discovery to New Developments by Atri, Dimitra, Dhuri, Dattaraj B, Simoni, Mathilde, Sreenivasan, Katepalli R

“…Auroras are emissions in a planetary atmosphere caused by its interactions with the surrounding plasma environment. They have been observed in most planets and…”
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Deep learning reconstruction of sunspot vector magnetic fields for forecasting solar storms by Dhuri, Dattaraj B, Bhattacharjee, Shamik, Hanasoge, Shravan M, Mahapatra, Sashi Kiran

“…Solar magnetic activity produces extreme solar flares and coronal mass ejections, which pose grave threats to electronic infrastructure and can significantly…”
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Diurnal variation of the surface temperature of Mars with the Emirates Mars Mission: A comparison with Curiosity and Perseverance rover measurements by Atri, Dimitra, Abdelmoneim, Nour, Dhuri, Dattaraj B, Simoni, Mathilde

“…For the first time, the Emirates Mars Infrared Spectrometer (EMIRS) instrument on board the Emirates Mars Mission (EMM) "Hope", is providing us with the…”
Get full text

Supervised convolutional neural networks for classification of flaring and nonflaring active regions using line-of-sight magnetograms by Bhattacharjee, Shamik, Alshehhi, Rasha, Dhuri, Dattaraj B, Hanasoge, Shravan M

“…Solar flares are explosions in the solar atmosphere that release intense bursts of short-wavelength radiation and are capable of producing severe space-weather…”
Get full text

Application and interpretation of deep learning for identifying pre-emergence magnetic-field patterns by Dhuri, Dattaraj B, Hanasoge, Shravan M, Birch, Aaron C, Schunker, Hannah

“…Magnetic flux generated within the solar interior emerges to the surface, forming active regions (ARs) and sunspots. Flux emergence may trigger explosive…”
Get full text

Machine learning reveals systematic accumulation of electric current in lead-up to solar flares by Dhuri, Dattaraj B, Hanasoge, Shravan M, Cheung, Mark C. M

“…Published in Proceedings of the National Academy of Sciences of the United States of America (PNAS) May, 2019 Solar flares - bursts of high-energy radiation…”
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Numerical analysis of the lattice Boltzmann method for simulation of linear acoustic waves by Dhuri, Dattaraj B, Hanasoge, Shravan M, Perlekar, Prasad, Robertsson, Johan O. A

“…We analyse a linear lattice Boltzmann (LB) formulation for simulation of linear acoustic wave propagation in heterogeneous media. We employ the…”
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