GSST/CBERS-5 International Symposium on Machine Learning in Heliophysics and Space Weather

Programme

Mon. 17 Aug | Tue. 18 Aug | Wed. 19 Aug | Thu. 20 Aug | Fri. 21 Aug | Posters

Monday, 17 August 2026

09:00 - 09:40	Opening Session: Opening Talks Chairs: Alisson Dal Lago, Marcos Silveira 09:00 - 09:40 (40m) OPENING KEYNOTES
09:40 - 10:45	Invited Talks Chairs: Alisson Dal Lago, Marcos Silveira 09:40 - 10:00 (20m) The Galileo Program and How We Will Work Together This Week Luis Vieira 10:00 - 10:40 (40m) Selected advances achieved by space- and balloon-borne missions Tino Riethmüller 10:40 - 10:45 (5m) Frontiers Research Topic Joe Borovsky (On-line)
10:45 - 11:10	Coffee Break / Poster Session Please note: The posters listed at the bottom of this page must be set up on Monday and will remain on display throughout the entire event.
11:10 - 12:30	Invited Talks Chairs: Joaquim Costa, Bruna Parisi 11:10 - 11:50 (40m) Overview CBERS-5 Renato Galante 11:50 - 12:10 (20m) Overview GSST Luis Eduardo Antunes Vieira 12:10 - 12:30 (20m) Technology Executive Committee of the UNFCCC Pedro Ivo Ferraz da Silva (On-line)
12:30 - 14:00	Lunch Break
14:00 - 14:40	Invited Talks Chairs: Paulo Simões, Adriany Barbosa 14:00 - 14:40 (40m) From Pixels to Physics: Reconstructing the Solar Atmosphere with Physics-Informed AI Robert Jarolim
14:40 - 15:40	Oral Contributions Chairs: Paulo Simões, Adriany Barbosa 14:40 - 15:00 (20m) High-Cadence Solar Flare Dynamics via Deep Learning: Soft X-ray Spectral Analysis for Aditya-L1/SoLEXS Abhilash Sarwade (On-line) 15:00 - 15:20 (20m) F10.7 Solar Radio Flux Prediction using a Multi-Stage Self-Organizing Map-Autoencoder-LSTM Model Idowu Raji 15:20 - 15:40 (20m) Studying the Response of the Lower Solar Atmosphere to X-class Flare: 30 THz Thermal Diagnostics and Multi-Instrument Data Integration Soumya Shree Sadangaya
15:40 - 16:10	Coffee Break / Poster Session Please note: The posters listed at the bottom of this page must be set up on Monday and will remain on display throughout the entire event.
16:10 - 16:50	Invited Talks Chairs:Robert Jarolim, Icaro da Silva Vieira 16:10 - 16:50 (40m) The new Solar Ultraviolet to Near-infrared Spectrometer (SUNS): searching for white-light flares Paulo Simões
16:50 - 17:30	Oral Contributions: Heliophysics & Space Weather Chairs: Robert Jarolim, Icaro da Silva Vieira 16:50 - 17:10 (20m) Forecasting Ionospheric Irregularities Using Interpretable Generalized Linear Models Marco Antonio Ridenti 17:10 - 17:30 (20m) Impacts of Space Weather on the Orbital Decay of the Amazonia-1 Satellite During Solar Cycle 25 Leonardo Molliet

Tuesday, 18 August 2026

09:00 - 09:40	Invited Talks Chairs: Bruno Fernandes Garcia, Daniele Medeiros 09:00 - 09:40 (40m) The impact of machine learning, AI, and novel analysis tools to better understand the plasma dynamics of the Sun David B. Jess
09:40 - 10:40	Oral Contributions Chairs: Bruno Fernandes Garcia, Daniele Medeiros 09:40 - 10:00 (20m) 1-m off-axis mid -infrared solar magnetic field telescope (AIMS) Yuliang Shen 10:00 - 10:20 (20m) JW-ASTClaw: A Generalizable Multi-Agent Framework for Autonomous Solar Telescope Observation Liyue Tong 10:20 - 10:40 (20m) Stacking Ensemble Learning with Geomagnetic and Meteorological Features for Atmospheric Electric Field Forecasting Juan Jesús Soria-Quijaite, Manuel A. Bravo, Orlando Poma Porras (On-line)
10:40 - 11:10	Coffee Break / Poster Session Please note: The posters listed at the bottom of this page must be set up on Monday and will remain on display throughout the entire event.
11:10 - 11:30	Invited Talks Chairs: Bruna Parisi, Ivana Yoshie Sumida 11:10 - 11:30 (20m) Computer Vision with small-scale magnetic elements in the photosphere Peter Keys (On-line)
11:30 - 12:30	Oral Contributions Chairs: Bruna Parisi, Ivana Yoshie Sumida 11:50 - 12:10 (20m) Explainable AI for Operational Space Weather Forecasting: An Interpretable Prototype for the EMBRACE-INPE Monitoring Network Reinaldo Rosa 12:10 - 12:30 (20m) Machine Learning Approaches for Ionospheric Scintillation Analysis Using ScintPi Observations Isaac Wright
12:30 - 14:00	Lunch Break
14:00 - 14:40	Invited Talks Chairs: Reinaldo Rosa, Icaro da Silva Vieira 14:00 - 14:40 (40m) The Data-Driven Evolution of Heliophysics: Bridging Physical Mechanisms and Machine Learning in the Inner Magnetosphere Victor A. Pinto
14:40 - 15:40	Oral Contributions Chairs: Reinaldo Rosa, Icaro da Silva Vieira 14:40 - 15:00 (20m) Multidirectional Muon Detector for Solar-Terrestrial Physics Alisson Dal Lago 15:00 - 15:20 (20m) Modeling Neurocognitive Damage from Cosmic and Solar Radiation Alexandre da Silva Santos, Roger Pinheiro Presoti 15:20 - 15:40 (20m) Automatic Characterization and Three-dimensional Reconstruction of Coronal Mass Ejections Using Deep Learning Techniques Mariano Sanchez Toledo
15:40 - 16:10	Coffee Break / Poster Session Please note: The posters listed at the bottom of this page must be set up on Monday and will remain on display throughout the entire event.
16:10 - 16:50	Invited Talks Chairs: Icaro da Silva Vieira, Bruna Parisi 16:10 - 16:50 (40m) Coupling Between Complex Solar Wind Structures and Outer Radiation Belt Dynamics Ligia Alves da Silva
16:50 - 17:30	Oral Contributions Chairs: Icaro da Silva Vieira, Bruna Parisi 16:50 - 17:10 (20m) Estimating the photospheric magnetic field using Physics-Informed Neural Networks (PINNs) with Hinode/SP data José Matheus Rocha 17:10 - 17:30 (20m) Interpretable Machine Learning for Solar Active Region Detection via 2D Circular Kernel Time-Series Transformation and Entropy Features OLUDEHINWA Irewola Aaron (On-line)

Wednesday, 19 August 2026

09:00 - 09:40	Invited Talks Chairs: David Jess, Ivana Yoshie Sumida 09:00 - 09:40 (40m) Solar magnetic field observation for HSOS: from SMFT to SPO Junfeng Hou
09:40 - 10:40	Oral Contributions Chairs: David Jess, Ivana Yoshie Sumida 09:40 - 10:00 (20m) CMEAT: A Multimodal Dataset for Predicting CME Earth Impact and Transit Time Besma Guesmi 10:00 - 10:20 (20m) Deep Learning-Based Automatic Detection of M and X Class Solar Flares in the Solar Disk Nicolas Campos 10:20 - 10:40 (20m) Adaptive Detection of Hot Onset Precursor Events in GOES Soft X-Ray Observation Solomon Perriyil
10:40 - 11:10	Coffee Break / Poster Session Please note: The posters listed at the bottom of this page must be set up on Monday and will remain on display throughout the entire event.
11:10 - 11:50	Invited Talks Chairs: Victor Pinto, Adriany Barbosa 11:10 - 11:50 (40m) INPE Scientific Data Center Ivan Barbosa
11:50 - 12:30	Oral Contributions Chairs: Victor Pinto, Adriany Barbosa 11:50 - 12:10 (20m) Change Ratios of Magnetic Helicity and Magnetic Free Energy During Major Solar Flares Quan Wang 12:10 - 12:30 (20m) Implementation of IMF Diffusion Processes for GCR Transport in the Inner Heliosphere using Geant4 Raphael Malagoli Thereza
12:30 - 14:00	Lunch Break
14:00 - 15:40	Oral Contributions Chairs: Francisco Iglesias, Bruna Parisi 14:00 - 14:20 (20m) Physics-based Gaussian Processes for Solar and Stellar Variability Andre O. Kovacs (On-line) 14:20 - 14:40 (20m) A PINN-Based NLFFF Framework for Deciphering Coronal Magnetic Topology and Loop Parameters in NOAA AR 3663 Bruno Fernandes Garcia 14:40 - 15:00 (20m) Machine Learning-Based Forecasting of Geomagnetic Activity: A Benchmark of Models Applied to the Kp and Dst Indices Marjori Klinczak 15:00 - 15:20 (20m) Solarfall: A Multi-Stage Machine Learning Architecture for Solar Flare Forecasting Eduardo Ferraz de Campos 15:20 - 15:40 (20m) Automatic Extraction of Filaments in H-alpha and Radio Solar Images using Python Jean Carlo Santos
15:40 - 16:10	Coffee Break / Poster Session Please note: The posters listed at the bottom of this page must be set up on Monday and will remain on display throughout the entire event.
16:10 - 17:30	Oral Contributions Chairs: Tino Riethmüller, Ícado da Silva Vieira 16:10 - 16:30 (20m) Modeling the Variability of Relativistic Electron Flux in the Outer Radiation Belt Using Deep Learning Thiago Sant Anna 16:30 - 16:50 (20m) EoFTCNets: Efficient Solar Flare Nowcasting using 3D Temporal Convolutional Networks (3DTCN) Besma Guesmi 16:50 - 17:10 (20m) Identifying Satellite Crossings of the Earth's Magnetosheath Using Unsupervised Learning Algorithms javier silva 17:10 - 17:30 (20m) A CNN Classifier for Hidden Solar Flares in Historical UV Spectroscopic Plates From Skylab SO82B Tiago Mendes Ferrer, Paulo Simões

Thursday, 20 August 2026

09:00 - 09:40	Invited Talks Chairs: Ricardo Cotrin Teixeira, Franciele Carlesso 09:00 - 09:40 (40m) Machine learning techniques for remote sensing of the Sun and inner heliosphere Francisco Iglesias
09:40 - 10:40	Oral Contributions Chairs: Ricardo Cotrin Teixeira, Franciele Carlesso 10:00 - 10:20 (20m) Integrating Machine Learning for Space Weather Risk Mitigation in PSM-Validated Electronic Subsystems Felipe Portela Aguilar de Oliveira 10:20 - 10:40 (20m) Self-Organizing Maps for Identifying Plasma Regions at the Dayside Magnetopause Daniele da Silva Ferreira Medeiros
10:40 - 11:10	Coffee Break / Poster Session Please note: The posters listed at the bottom of this page must be set up on Monday and will remain on display throughout the entire event.
11:10 - 12:30	Invited Talks Chairs: Jose Marchezi, Bruna Parisi 11:10 - 11:50 (40m) Microfabrication for Space Sensors: MIMEC Capabilities and Opportunities for GSST and Future Space Missions Ricardo Cotrin Teixeira 11:50 - 12:30 (40m) In Situ Characterization and Data-Driven Analysis of Stability and Degradation in Perovskite Photovoltaics Paulo Ernesto Marchezi
12:30 - 14:00	Lunch Break
14:00 - 15:00	Oral Contributions Chairs: Paulo Ernesto Marchezi, Ícaro da Silva Vieira 14:00 - 14:20 (20m) Predicting CME speed at 20 using machine learning approaches Manjunath Hegde (On-line) 14:20 - 14:40 (20m) The Alfvén Critical Surface via Parker Solar Probe: Current Findings and Future Directions Caroline Botelho, Paulo Jauer 14:40 - 15:00 (20m) Benchmarking a synthetically-trained neural network for CME Segmentation in SolO/EUI and PROBA3/ASPIICS observations Yasmin Machuca
15:00 - 15:30	Coffee Break / Poster Session Please note: The posters listed at the bottom of this page must be set up on Monday and will remain on display throughout the entire event.
15:30 - 17:00	Visit: Visit to GSST and Space Weather Division Chairs: Jean Santos, José Matheus Rocha

Friday, 21 August 2026

09:00 - 10:40	Invited Talks Chairs: Icaro da Silva Vieira, Bruna Parisi 09:40 - 10:20 (40m) GSST/PMM - Space Weather Program Joaquim Costa 10:20 - 10:40 (20m) GSST/PMM - Space Weather Payload Livia Alves, Alisson Dal Lago
10:40 - 11:10	Coffee Break
11:10 - 12:30	Invited Talks Chairs: Alisson Dal Lago, Daniele Medeiros 11:10 - 11:50 (40m) GSST/PMM Mission – Conceptual Design of the Spectropolarimetric Instruments Braulio Albuquerque 11:50 - 12:10 (20m) TBD Jognes Panasiewicz
12:10 - 13:30	Lunch Break
14:00 - 15:40	Mini I-SWAT: GSST/PMM Open Discussion Chair: Luis Eduardo Antunes Vieira, Ícaro da Silva Vieira 13:30 - 13:50 (20m) TBD Alexandre de Macedo Oliveira 13:50 - 14:10 (20m) GSST Mission Instrument Suite: Mass and Power Budgets and PMM Platform Compatibility Fernando Guarnieri 14:10 - 14:30 (20m) GSST/PMM: PMMneo Capabilities and Compatibility Ronan Chagas 14:30 - 15:40 (1h10m) Roundtable Discussion Alexandre de Macedo Oliveira, Fernando Guarnieri, Luis Eduardo Antunes Vieira, Braulio Albuquerque, Ronan Chagas, Bruno de Castro Braz
15:40 - 16:10	Coffee Break
16:10 - 17:30	Mini I-SWAT: Topical Discussion Meeting Chair: Luis Antunes Vieira 16:10 - 16:50 (40m) TDM Alisson Dal Lago, Joaquim Costa

Poster Contributions

Please note: All posters listed below must be set up on Monday and will remain on display throughout the entire event.

• 60 - 3D MHD Simulation of Solar Wind Interaction with the Lunar Environment: A Preliminary Study
  Vinicius deggeroni
• 107 - A Machine Learning System for Implementing an Interplanetary Kp Model for Space Weather Monitoring
  Daniele da Silva Ferreira Medeiros
• 81 - Adapting Terrestrial Radial Diffusion Theory to Saturn’s Relativistic Electron Belt
  Edu Rockenbach
• 24 - Analysis of astrophysical shockwaves using Physics informed neural networks
  Akshita Bhardwaj
• 130 - Anodized Absorptive Coatings for Electromagnetic Radiation Sensors
  Alex Cerqueira da Mota, Franciele Carlesso, Lucas Manfroi
• 103 - Application of Machine Learning Techniques for Instability Prediction and Risk Management Support in Mining Tailings Pile
  Matheus Alves de Barros
• 23 - Application of a wavelet technique to identify planetary magnetosphere boundaries
  Ezequiel Echer
• 134 - Automated Detection and Characterization of Meteor Trails in Dual-Wavelength Sodium and Potassium LIDAR Spectrogram Data Using Unsupervised Machine Learning
• 105 - Automated Detection of Solar Flare-induced disturbances on VLF signals using Hidden Markov Models
  Aldo Arriola Cordova
• 69 - Characterization of Interplanetary Shocks Across Distinct Interplanetary Medium Environments Using Multi-Spacecraft Observation
  ALIU KARIM
• 94 - Characterization of Solar Flare Precursors Using Machine Learning
  Raul Toscano Faria
• 111 - DEVELOPMENT OF A CLOSED-LOOP CONTROLLED EXPERIMENTAL PLATFORM FOR FLUID JET POLISHING OF OPTICAL SURFACES
  JoãoVitor Siqueira
• 20 - Detection of Rapid Coronal Hole Boundary Reconfigurations Using Correlation Dimension Mapping
  Eduardo Flandez
• 110 - Development and Implementation of an Electronic Circuit for an Electrical Substitution Radiometer
  Júlia Harue Katsurayama
• 19 - Effect of solar wind plasma on Space weather
  Balveer Singh Rathore
• 83 - Electron Flux Variations Associated with Plasmaspheric Plumes and Hiss Waves under Different Solar Wind Conditions
  Pedro Henrique Ferreira Fister
• 102 - Estimating the Recovery Time of Forbush Decrease Events through Cosmic Ray Diffusion
  João Gabriel Sant' Ana Rodrigues
• 62 - GNSS-TEC Characterization of the 17 March 2015 Geomagnetic Storm over Morocco as a Benchmark for Data-Driven Space Weather Monitoring
  Nouhaïla Bouhadi
• 98 - Global Coronal Response to an Extreme Coronal Mass Ejection: Compressive Oscillations in the Outer Solar Corona
  Suzana Silva
• 78 - Intelligent Atmospheric Density Forecasting for Autonomous Orbital Collision Avoidance
  Tumma Anusha
• 67 - Interpretable Machine Learning for Solar Active Region Detection via 2D Circular Kernel Time-Series Transformation and Entropy Features
  OLUDEHINWA Irewola Aaron
• 39 - Ionospheric Response to the March 2015 Geomagnetic Storm: GNSS-TEC Analysis over Morocco
  Nouhaïla Bouhadi
• 26 - Machine learning algorithm to forecast VTEC over the Brazilian low-latitude region
  Rodolfo de Jesus
• 73 - Magnetosphere response to extreme events during solar cycle 25
  Bruna Parisi Hilsdorf
• 77 - Multi-Agent Reinforcement Learning for Adaptive Decentralized Space Weather Sensing
  Allen John Darin J
• 75 - Particle In Cell Modeling of Whistler-Driven Electron Heating in the Solar Wind Plasmas
  Laíne Soares
• 22 - Physically Constrained Multi Task Reconstruction of the Martian Nightside Thermosphere and its Sensitivity to Solar and Heliospheric Drivers
  Sergey Nikiforov
• 72 - Prediction of relativistic electron fluxes (>2 MeV) in geostationary orbit using deep learning techniques.
  Camila Peña Cifuentes
• 92 - Study of the Earth's bow shock position through in situ observations and empirical models
  Ana Clara Garcia Ilha
• 64 - The Magnetopause Standoff Position Variation During the Extreme Geomagnetic Storm of May 2024: MHD Simulation
  Nathan Mazzon Marquezin
• 82 - The Role of Hiss Waves in Electron Precipitation over the South Atlantic Magnetic Anomaly
  Karen Julia Coldebella Ferreira
• 16 - Towards Transparent Deep Learning Solar Image Processing
  Marcela Xavier Ribeiro
• 76 - ULF wave coupling during geomagnetic storms in the South American sector: a multimission analysis
  Jayne Alencar de Melo
• 61 - Using Machine Learning to Understand the Impact of Space Weather on Exoplanets
  Salma Makhtich