IonCast: A Deep Learning Framework for Forecasting Ionospheric Dynamics
Fuente:
arXiv
Guardado en:
| Autores principales: | Kelebek, Halil S., Wolniewicz, Linnea M., Vergalla, Michael D., Mestici, Simone, Acciarini, Giacomo, Poduval, Bala, Verkhoglyadova, Olga, Guhathakurta, Madhulika, Berger, Thomas E., Soboczenski, Frank, Baydin, Atılım Güneş |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Forecasting the Ionosphere from Sparse GNSS Data with Temporal-Fusion Transformers
por: Acciarini, Giacomo, et al.
Publicado: (2025)
por: Acciarini, Giacomo, et al.
Publicado: (2025)
Connecting the Dots: A Machine Learning Ready Dataset for Ionospheric Forecasting Models
por: Wolniewicz, Linnea M., et al.
Publicado: (2025)
por: Wolniewicz, Linnea M., et al.
Publicado: (2025)
Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming
por: Acciarini, Giacomo, et al.
Publicado: (2024)
por: Acciarini, Giacomo, et al.
Publicado: (2024)
Probabilistic Forecasting of Radiation Exposure for Spaceflight
por: Gurav, Rutuja, et al.
Publicado: (2024)
por: Gurav, Rutuja, et al.
Publicado: (2024)
The Solar Dynamics Observatory in the Living With a Star Era: From Solar Observations to Predictive Heliophysics
por: Guhathakurta, Madhulika
Publicado: (2026)
por: Guhathakurta, Madhulika
Publicado: (2026)
Second-Order Forward-Mode Automatic Differentiation for Optimization
por: Cobb, Adam D., et al.
Publicado: (2024)
por: Cobb, Adam D., et al.
Publicado: (2024)
Gaussian Processes for Probabilistic Estimates of Earthquake Ground Shaking: A 1-D Proof-of-Concept
por: Scivier, Sam A., et al.
Publicado: (2024)
por: Scivier, Sam A., et al.
Publicado: (2024)
Energetic Ion Composition as a Means of Investigating the Physical Origins of Alpha Particle Heavy Magnetic Switchbacks
por: McDougall, Emily, et al.
Publicado: (2024)
por: McDougall, Emily, et al.
Publicado: (2024)
Observations of Switchback Chains in a Double Solar Proton Event
por: McDougall, Emily, et al.
Publicado: (2024)
por: McDougall, Emily, et al.
Publicado: (2024)
Quantifying the Effects of Parameters in Widespread SEP Events with EPREM
por: Young, Matthew A., et al.
Publicado: (2025)
por: Young, Matthew A., et al.
Publicado: (2025)
Neural Surrogate HMC: On Using Neural Likelihoods for Hamiltonian Monte Carlo in Simulation-Based Inference
por: Wolniewicz, Linnea M, et al.
Publicado: (2024)
por: Wolniewicz, Linnea M, et al.
Publicado: (2024)
EclipseNETs: a differentiable description of irregular eclipse conditions
por: Acciarini, Giacomo, et al.
Publicado: (2024)
por: Acciarini, Giacomo, et al.
Publicado: (2024)
The Keplerian Traveling Salesperson Problem
por: Bannach, Max, et al.
Publicado: (2026)
por: Bannach, Max, et al.
Publicado: (2026)
Breaking traditions: introducing a surrogate Primer Vector in non Keplerian dynamics
por: Beauregard, Laurent, et al.
Publicado: (2024)
por: Beauregard, Laurent, et al.
Publicado: (2024)
Reachability for Low-Thrust Trajectories via Maximum Initial Mass
por: Acciarini, Giacomo, et al.
Publicado: (2026)
por: Acciarini, Giacomo, et al.
Publicado: (2026)
Computing low-thrust transfers in the asteroid belt, a comparison between astrodynamical manipulations and a machine learning approach
por: Acciarini, Giacomo, et al.
Publicado: (2024)
por: Acciarini, Giacomo, et al.
Publicado: (2024)
EclipseNETs: Learning Irregular Small Celestial Body Silhouettes
por: Acciarini, Giacomo, et al.
Publicado: (2025)
por: Acciarini, Giacomo, et al.
Publicado: (2025)
NeuralODEs for VLEO simulations: Introducing thermoNET for Thermosphere Modeling
por: Izzo, Dario, et al.
Publicado: (2024)
por: Izzo, Dario, et al.
Publicado: (2024)
Morphometric measurements on Gerronostroma cracoviensis from Poland (RAC29)
por: Wolniewicz, Pawel
Publicado: (2009)
por: Wolniewicz, Pawel
Publicado: (2009)
Morphometric measurements on Stylostroma multiformis (paratype) from Poland (RAC133)
por: Wolniewicz, Pawel
Publicado: (2009)
por: Wolniewicz, Pawel
Publicado: (2009)
Morphometric measurements on Gerronostroma raclaviense (paratype) from Poland (RAC74)
por: Wolniewicz, Pawel
Publicado: (2009)
por: Wolniewicz, Pawel
Publicado: (2009)
Morphometric measurements on Stylostroma multiformis (paratype) from Poland (RAC155)
por: Wolniewicz, Pawel
Publicado: (2009)
por: Wolniewicz, Pawel
Publicado: (2009)
Morphometry and microphotographs of devonian stromatoporoids from southern Poland
por: Wolniewicz, Pawel
Publicado: (2009)
por: Wolniewicz, Pawel
Publicado: (2009)
Morphometric measurements on Gerronostroma raclaviense (paratype) from Poland (RAC142)
por: Wolniewicz, Pawel
Publicado: (2009)
por: Wolniewicz, Pawel
Publicado: (2009)
Images of devonian stromatoporoids from southern Poland
por: Wolniewicz, Pawel
Publicado: (2009)
por: Wolniewicz, Pawel
Publicado: (2009)
Morphometric measurements on Stylostroma multiformis (holotype) from Poland (RAC130)
por: Wolniewicz, Pawel
Publicado: (2009)
por: Wolniewicz, Pawel
Publicado: (2009)
Morphometric measurements on Stylostroma multiformis (paratype) from Poland (RAC138)
por: Wolniewicz, Pawel
Publicado: (2009)
por: Wolniewicz, Pawel
Publicado: (2009)
Morphometric measurements on Gerronostroma raclaviense (paratype) from Poland (RAC51)
por: Wolniewicz, Pawel
Publicado: (2009)
por: Wolniewicz, Pawel
Publicado: (2009)
Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics & Losses
por: Jungbluth, Anna, et al.
Publicado: (2019)
por: Jungbluth, Anna, et al.
Publicado: (2019)
A Foundation Model for the Solar Dynamics Observatory
por: Walsh, James, et al.
Publicado: (2024)
por: Walsh, James, et al.
Publicado: (2024)
Forecasting Local Ionospheric Parameters Using Transformers
por: Alford-Lago, Daniel J., et al.
Publicado: (2025)
por: Alford-Lago, Daniel J., et al.
Publicado: (2025)
Ionospheric Scintillation Forecasting Using Machine Learning
por: Halawa, Sultan, et al.
Publicado: (2024)
por: Halawa, Sultan, et al.
Publicado: (2024)
Global Optimization for Trajectory Design via Invariant Manifolds in the Earth-Moon Circular Restricted Three-Body Problem
por: Tagliaferri, Flavio, et al.
Publicado: (2024)
por: Tagliaferri, Flavio, et al.
Publicado: (2024)
Nonlinear Propagation of Non-Gaussian Uncertainties
por: Acciarini, Giacomo, et al.
Publicado: (2024)
por: Acciarini, Giacomo, et al.
Publicado: (2024)
High-order expansion of Neural Ordinary Differential Equations flows
por: Izzo, Dario, et al.
Publicado: (2025)
por: Izzo, Dario, et al.
Publicado: (2025)
Probability of collision in nonlinear dynamics by moment propagation
por: Verhelst, Théo, et al.
Publicado: (2025)
por: Verhelst, Théo, et al.
Publicado: (2025)
Experiences of Young People Leaving Children's Homes as a Form of Institutional Care: A Qualitative Study
por: Özge Kelebek, et al.
Publicado: (2025)
por: Özge Kelebek, et al.
Publicado: (2025)
Projektowanie i implementacja polityki publicznej - przegląd podejść teoretycznych
por: Klaudia Wolniewicz-Slomka
Publicado: (2022)
por: Klaudia Wolniewicz-Slomka
Publicado: (2022)
Justice for All: Constitutional Safeguards and the Future of Inclusive India
por: Dr. Madhulika Mishra
Publicado: (2025)
por: Dr. Madhulika Mishra
Publicado: (2025)
BioCOMPASS: Integrating Biomarkers into Transformer-Based Immunotherapy Response Prediction
por: Hashim, Sayed, et al.
Publicado: (2026)
por: Hashim, Sayed, et al.
Publicado: (2026)
Ejemplares similares
-
Forecasting the Ionosphere from Sparse GNSS Data with Temporal-Fusion Transformers
por: Acciarini, Giacomo, et al.
Publicado: (2025) -
Connecting the Dots: A Machine Learning Ready Dataset for Ionospheric Forecasting Models
por: Wolniewicz, Linnea M., et al.
Publicado: (2025) -
Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming
por: Acciarini, Giacomo, et al.
Publicado: (2024) -
Probabilistic Forecasting of Radiation Exposure for Spaceflight
por: Gurav, Rutuja, et al.
Publicado: (2024) -
The Solar Dynamics Observatory in the Living With a Star Era: From Solar Observations to Predictive Heliophysics
por: Guhathakurta, Madhulika
Publicado: (2026)