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  1. AGU Members
  2. Daniela Martin
Member Since 2024
Daniela Martin
Student, University of Delaware
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University of Delaware
Student
2024 - Present
Daniela's AGU Research
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Solar Wind Structure Decipher Clustering Using iSAX-pipeline Composed of iSAX Compression, and HDBSCAN
ARTIFICIAL INTELLIGENCE (AI) FOR SCIENTIFIC DISCOVERY IN SOLAR WIND–EARTH INTERACTION II ORAL
spa-magnetospheric physics | 19 december 2025
Masked Autoencoders and Neural Fields for Solar Wind Structure Classification from SDO Observations
DEVELOPMENT AND USE CASES OF REUSABLE ARTIFICIAL INTELLIGENCE INFRASTRUCTURE IN HELIOPHYSICS II ORAL
spa-solar and heliospheric physics | 19 december 2025
Uncovering the solar wind structure with iSAX Pipeline and PSP data
DEVELOPMENT AND USE CASES OF REUSABLE ARTIFICIAL INTELLIGENCE INFRASTRUCTURE IN HELIOPHYSICS I POSTER
spa-solar and heliospheric physics | 18 december 2025
PSP-ML Parker Solar Probe Machine Learning Ready Dataset
DEVELOPMENT AND USE CASES OF REUSABLE ARTIFICIAL INTELLIGENCE INFRASTRUCTURE IN HELIOPHYSICS I POSTER
spa-solar and heliospheric physics | 18 december 2025
Understanding the relationships of PSP Solar Wind Parameters with Distributed Computation using Dask and Deep Learning techniques.
ADVANCES IN UNDERSTANDING THE INNERMOST HELIOSPHERE II ORAL
spa-solar and heliospheric physics | 17 december 2025
SDO-ML Video Foundation Model with Neural Fields and its application to Solar Wind Structure classification
MACHINE LEARNING IN SPACE WEATHER AND HELIOPHYSICS I ORAL
nonlinear geophysics | 15 december 2025
Pixel-Level Motion Estimation of Arctic Sea Ice Using Vision Transformer, Deep Learning Techniques, and SAR Imagery
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR THE CRYOSPHERE II ORAL
cryosphere | 09 december 2024
Honors & Awards
Outstanding Student Presentation Award
Received December 2024

Presentation Title: Pixel-Level Motion Estimation of Arctic Sea Ice Using Vision Transformer, Deep Learning Techniques, and SAR Imagery

Event: AGU24

Section: Cryosphere

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