Mark C. M. Cheung

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
Surface Flux Transport Modelling using Physics Informed Neural Networks.
CoRR
Jithu J. Athalathil, Bhargav Vaidya, Sayan Kundu, Vishal Upendran, Mark C. M. Cheung
2023 J jnl
Science Platforms for Heliophysics Data Analysis.
CoRR
Monica G. Bobra, Will T. Barnes, Thomas Y. Chen, Mark C. M. Cheung, Laura A. Hayes, Jack Ireland, Miho Janvier, Michael S. F. Kirk, James Mason, Stuart Mumford, Paul J. Wright
2022 J jnl
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-Image Translation.
CoRR
Valentina Salvatelli, Luiz F. G. dos Santos, Souvik Bose, Brad Neuberg, Mark C. M. Cheung, Miho Janvier, Meng Jin, Yarin Gal, Atilim Gunes Baydin
2022 J jnl
Global geomagnetic perturbation forecasting using Deep Learning.
CoRR
Vishal Upendran, Panagiotis Tigas, Banafsheh Ferdousi, Téo Bloch, Mark C. M. Cheung, Siddha Ganju, Asti Bhatt, Ryan M. McGranaghan, Yarin Gal
2021 J jnl
Global Earth Magnetic Field Modeling and Forecasting with Spherical Harmonics Decomposition.
CoRR
Panagiotis Tigas, Téo Bloch, Vishal Upendran, Banafsheh Ferdoushi, Mark C. M. Cheung, Siddha Ganju, Ryan M. McGranaghan, Yarin Gal, Asti Bhatt
2021 J jnl
SynthIA: A Synthetic Inversion Approximation for the Stokes Vector Fusing SDO and Hinode into a Virtual Observatory.
CoRR
Richard E. L. Higgins, David F. Fouhey, Spiro K. Antiochos, Graham Barnes, Mark C. M. Cheung, J. Todd Hoeksema, K. D. Leka, Yang Liu, Peter W. Schuck, Tamas I. Gombosi
2020 J jnl
Multi-Channel Auto-Calibration for the Atmospheric Imaging Assembly using Machine Learning.
CoRR
Luiz F. G. dos Santos, Souvik Bose, Valentina Salvatelli, Brad Neuberg, Mark C. M. Cheung, Miho Janvier, Meng Jin, Yarin Gal, Paul Boerner, Atilim Günes Baydin
2020 J jnl
aiapy: A Python Package for Analyzing Solar EUV Image Data from AIA.
J. Open Source Softw.
Will T. Barnes, Mark C. M. Cheung, Monica G. Bobra, Paul Boerner, Georgios Chintzoglou, Drew Leonard, Stuart Mumford, Nicholas Padmanabhan, Albert J. Shih, Nina Shirman, David Stansby, Paul J. Wright
2019 J jnl
A Machine Learning Dataset Prepared From the NASA Solar Dynamics Observatory Mission.
CoRR
Richard Galvez, David F. Fouhey, Meng Jin, Alexandre Szenicer, Andrés Muñoz-Jaramillo, Mark C. M. Cheung, Paul J. Wright, Monica G. Bobra, Yang Liu, James Mason, Rajat Thomas
2019 J jnl
Auto-Calibration of Remote Sensing Solar Telescopes with Deep Learning.
CoRR
Brad Neuberg, Souvik Bose, Valentina Salvatelli, Luiz F. G. dos Santos, Mark C. M. Cheung, Miho Janvier, Atilim Gunes Baydin, Yarin Gal, Meng Jin
2019 J jnl
Using U-Nets to Create High-Fidelity Virtual Observations of the Solar Corona.
CoRR
Valentina Salvatelli, Souvik Bose, Brad Neuberg, Luiz F. G. dos Santos, Mark C. M. Cheung, Miho Janvier, Atilim Gunes Baydin, Yarin Gal, Meng Jin