activity
20222026
most citedAttention-Based Generative Neural Image Compression on Solar Dynamics Observatory

10 citations · 17 across the 4 of their papers we have counts for

collaborators

6 papers

physics.space-ph2026

First Results of Calculation of the Dayside Magnetopause Reconnection Rate with TRACERS

D. E. da Silva, L. J. Chen, B. Burkholder +14

Quantifying the rate of reconnection remains a key challenge in the study of geomagnetic storms. In this study, we present the first results from the new Tandem Reconnection and Cu…

eess.IV2023★ 7 cited

Neural-based Compression Scheme for Solar Image Data

Ali Zafari, Atefeh Khoshkhahtinat, Jeremy A. Grajeda +6

Studying the solar system and especially the Sun relies on the data gathered daily from space missions. These missions are data-intensive and compressing this data to make them eff…

eess.IV2023

Multi-spectral Entropy Constrained Neural Compression of Solar Imagery

Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta +4

Missions studying the dynamic behaviour of the Sun are defined to capture multi-spectral images of the sun and transmit them to the ground station in a daily basis. To make transmi…

eess.IV2023

Context-Aware Neural Video Compression on Solar Dynamics Observatory

Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta +4

NASA's Solar Dynamics Observatory (SDO) mission collects large data volumes of the Sun's daily activity. Data compression is crucial for space missions to reduce data storage and v…

astro-ph.SR2023

Ensemble Forecasts of Solar Wind Connectivity to 1 Rs using ADAPT-WSA

D. E. da Silva, S. Wallace, C. N. Arge +1

The solar wind which arrives at any location in the solar system is, in principle, relatable to the outflow of solar plasma from a single source location. This source location, its…

eess.IV2022★ 10 cited

Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory

Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta +4

NASA's Solar Dynamics Observatory (SDO) mission gathers 1.4 terabytes of data each day from its geosynchronous orbit in space. SDO data includes images of the Sun captured at diffe…