VP
Member Since 2010
Victor A. Pinto
Assistant Professor, University of Santiago Chile
AGU Research
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Gridded Matrix Solution of Solar Wind Driven and Magnetic Local Time Dependent Machine Learned Neural Networks for Global Geomagnetic Field Predictions
UNDERSTANDING GEOMAGNETICALLY INDUCED CURRENTS AND THEIR IMPACT ON TECHNOLOGY II ORAL
spa-magnetospheric physics | 14 december 2023
Matthew Blandin, Hyunju K. Connor, Sai Gowtam Vall...
Geomagnetically induced currents triggered by geomagnetic field disturbance are a global threat with increasing interest within the scientific communi...
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On the effects of the solar wind structures in the global distribution of ground-based geomagnetic perturbations during geomagnetic storms
UNDERSTANDING GEOMAGNETICALLY INDUCED CURRENTS AND THEIR IMPACT ON TECHNOLOGY I POSTER
spa-magnetospheric physics | 13 december 2023
Jose P. Marchezi, Amy M. Keesee, Michael Coughlan,...
Changes in the solar wind flow, generally linked to interplanetary coronal mass ejections (ICME) or high-speed streams (HSS), are directly related to ...
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Characterizing the Spatial Scales of Localized Ground-Level Magnetic Perturbations
UNDERSTANDING GEOMAGNETICALLY INDUCED CURRENTS AND THEIR IMPACT ON TECHNOLOGY I POSTER
spa-magnetospheric physics | 13 december 2023
Raman Mukundan, Amy M. Keesee, Jose P. Marchezi, M...
Geomagnetically induced currents (GICs) are a space weather hazard caused by changes in the Earth's magnetic field as a result of its coupling with a ...
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Forecasting 1-hour Ahead Ground Magnetic Field Maximum Perturbations With Deep Learning Models
MACHINE LEARNING IN SPACE WEATHER III POSTER
nonlinear geophysics | 11 december 2023
Victor A. Pinto, Amy M. Keesee, Michael Coughlan, ...
Prediction of ground magnetic fluctuations is a first step towards risk assessment and forecasting of geomagnetically induced currents (GICs), which c...
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Analyzing the Influence of Magnetotail Phenomena on the Localization of Ground Magnetic Field Perturbations Using Machine Learning Interpretability Techniques
MACHINE LEARNING IN SPACE WEATHER I ORAL
nonlinear geophysics | 11 december 2023
Michael Coughlan, Amy M. Keesee, Victor A. Pinto, ...
Rapid changes in the ground magnetic field (dB/dt) can lead to Geomagnetically Induced Currents (GICs) in conducting infrastructure. The extensive tim...
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Probabilistic Forecasting of Ground Magnetic Perturbation Spikes at Mid‐Latitude Stations
SPACE WEATHER
30 may 2023
Michael Coughlan, Amy M. Keesee, Victor A. Pinto, ...
The prediction of large fluctuations in the ground magnetic field (dB/dt) is essential for preventing damage from Geomagnetically Induced Currents....
Characterizing Geomagnetic Storm Data for Machine Learning Models of Geomagnetically Induced Currents
MACHINE LEARNING IN SPACE WEATHER VI POSTER
nonlinear geophysics | 16 december 2022
Declan Baker, Victor A. Pinto, Amy M. Keesee, Hyun...
Geomagnetically Induced Currents, GICs, can negatively affect the power grid as well as other electronic components and conductors on Earth. The MAGIC...
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Forecasting Ground Magnetic Perturbations at High and Mid-Latitudes Using Deep Learning and Near Real-Time Solar Wind Data
MACHINE LEARNING IN SPACE WEATHER VI POSTER
nonlinear geophysics | 16 december 2022
Victor A. Pinto, Amy M. Keesee, Michael Coughlan, ...
Prediction of ground magnetic fluctuations is a first step towards risk assessment and forecasting of geomagnetically induced currents (GICs), which c...
View Abstract