Brad Neuberg

Planet Biotechnology (United States) — United States

Physics and Astronomy · Physical Sciences

3h-index33citations11works0.02yr avg
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Research Topics

Solar and Space Plasma Dynamics(5), Solar Radiation and Photovoltaics(3), Calibration and Measurement Techniques(3), Climate variability and models(2), Hydrological Forecasting Using AI(2)

Publications11 total

Seeing The Difference: Vision Transformer-Powered Multitemporal Generic Change Detection
2025
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-image Translation
The Astrophysical Journal·2022· 11 citedOpen Access
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-Image Translation
arXiv (Cornell University)·2022Open Access
High-Resolution Global Inland Surface Water Monitoring using PlanetScope Data and Supervised Learning with Bootstrapped Noisy Labels
2021Open Access
High-Resolution Global Inland Surface Water Monitoring using PlanetScope Data and Supervised Learning with Bootstrapped Noisy Labels
2021Open Access
Multichannel autocalibration for the Atmospheric Imaging Assembly using machine learning
Astronomy and Astrophysics·2021· 14 citedOpen Access
SDOML Dataset Not Corrected for Degradation Over Time
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Multi-Channel Auto-Calibration for the Atmospheric Imaging Assembly instrument with Deep Learning
AGU Fall Meeting Abstracts·2020
Auto-calibration and reconstruction of SDO's Atmospheric Imaging Assembly channels with Deep Learning
AGU Fall Meeting Abstracts·2019
Using U-Nets to Create High-Fidelity Virtual Observations of the Solar Corona
arXiv (Cornell University)·2019· 7 citedOpen Access
Auto-Calibration of Remote Sensing Solar Telescopes with Deep Learning
arXiv (Cornell University)·2019· 1 citedOpen Access

Frequent Co-authors

Luiz F. G. Dos Santos(8), Souvik Bose(8), Valentina Salvatelli(8), Miho Janvier(8), Yarin Gal(7), Atılım Güneş Baydin(7), Mark C. M. Cheung(6), Meng Jin(6), Sayantan Majumdar(2), Ramesh Nair(2), Amit Kapadia(2), Jesus Martinez Manso(2), Cameron Bronstein(2), Samapriya Roy(2), Ryan Smith(2), C. M. M. Cheung(2), P. Boerner(1), Benjamin A. Goldenberg(1), Justin Davis(1), Kelsey Jordahl(1)