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PINN ME: A Physics-informed Neural Network Framework for Accurate Milne–Eddington Inversions of Solar Magnetic Fields
Robert Jarolim, Momchil E. Molnar, Benoit Tremblay, Rebecca Centeno and Matthias Rempel The Astrophysical Journal Letters 985(1) L7 (2025) https://doi.org/10.3847/2041-8213/add342
A High-resolution, Inversion-based Synoptic Study of Solar Granulation
The role of the Lorentz force in sunspot equilibrium
J. M. Borrero, A. Pastor Yabar, M. Schmassmann, M. Rempel, M. van Noort and M. Collados Astronomy & Astrophysics 699 A149 (2025) https://doi.org/10.1051/0004-6361/202554241
Simulating the Photospheric to Coronal Plasma Using Magnetohydrodynamic Characteristics. I. Data-driven Boundary Conditions
Lucas A. Tarr, N. Dylan Kee, Mark G. Linton, Peter W. Schuck and James E. Leake The Astrophysical Journal Supplement Series 270(2) 30 (2024) https://doi.org/10.3847/1538-4365/ad0e0c
Spatial resolution effects on the solar open flux estimates
The Plasma β in Quiet Sun Regions: Multi-instrument View
Jenny M. Rodríguez-Gómez, Christoph Kuckein, Sergio J. González Manrique, Jonas Saqri, Astrid Veronig, Peter Gömöry and Tatiana Podladchikova The Astrophysical Journal 964(1) 27 (2024) https://doi.org/10.3847/1538-4357/ad1f64
Spectropolarimetric Inversion in Four Dimensions with Deep Learning (SPIn4D). I. Overview, Magnetohydrodynamic Modeling, and Stokes Profile Synthesis
Kai E. 凯 Yang 杨, Lucas A. Tarr, Matthias Rempel, S. Curt Dodds, Sarah A. Jaeggli, Peter Sadowski, Thomas A. Schad, Ian Cunnyngham, Jiayi 嘉奕 Liu 刘, Yannik Glaser and Xudong 旭东 Sun 孙 The Astrophysical Journal 976(2) 204 (2024) https://doi.org/10.3847/1538-4357/ad865b
One-dimensional, geometrically stratified semi-empirical models of the quiet-Sun photosphere and lower chromosphere
Waves in the lower solar atmosphere: the dawn of next-generation solar telescopes
David B. Jess, Shahin Jafarzadeh, Peter H. Keys, Marco Stangalini, Gary Verth and Samuel D. T. Grant Living Reviews in Solar Physics 20(1) (2023) https://doi.org/10.1007/s41116-022-00035-6
Characterizing 3D Magnetic Structures in Sunspot Light Bridges
Magnetoacoustic wave energy dissipation in the atmosphere of solar pores
Caitlin A. Gilchrist-Millar, David B. Jess, Samuel D. T. Grant, et al. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 379(2190) (2021) https://doi.org/10.1098/rsta.2020.0172
Finding the mechanism of wave energy flux damping in solar pores using numerical simulations