The deadline to submit a session, town hall, or pre-conference workshop proposal for AGU25 has passed. Please search for and review proposed sessions below. Please note this site is frozen as of 4/29/25 and will not reflect any changes to proposals made after this date.


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Abstract: <em>2D Reconstruction from Measurements Along a Space Trajectory Using SIREN-Enhanced Physics-Informed Neural Networks (PINNs)</em> (AGU25)

2D Reconstruction from Measurements Along a Space Trajectory Using SIREN-Enhanced Physics-Informed Neural Networks (PINNs)

Eunjin Choi1, Hiroshi Hasegawa2, Kyoung-Joo Hwang3, Kyunghwan Dokgo3 and James Burch1, (1)Southwest Research Institute, San Antonio, TX, United States, (2)Japan Aerospace Exploration Agency, Institute of Space and Astronautical Science, Sagamihara, Japan, (3)Southwest Research Institute, San Antonio, United States