Complexity Heliophysics: A lived and living history of systems and complexity science in Heliophysics

Authors: McGranaghan, Ryan M.

Subject Terms: Physics - Space Physics, Nonlinear Sciences - Adaptation and Self-Organizing Systems, Physics - History and Philosophy of Physics

Access URL: http://arxiv.org/abs/2307.03287

Harnessing expressive capacity of Machine Learning modeling to represent complex coupling of Earth’s auroral space weather regimes

Authors: Ziegler, Jack, Mcgranaghan, Ryan M.

Source: 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) ICMLA Machine Learning and Applications (ICMLA), 2021 20th IEEE International Conference on. :1189-1196 Dec, 2021

Relation: 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)

Global geomagnetic perturbation forecasting using Deep Learning

Authors: Upendran, Vishal, Tigas, Panagiotis, Ferdousi, Banafsheh, Bloch, Teo, Cheung, Mark C. M., Ganju, Siddha, Bhatt, Asti, McGranaghan, Ryan M., Gal, Yarin

Subject Terms: Physics - Space Physics, Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Solar and Stellar Astrophysics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2205.12734

Global Earth Magnetic Field Modeling and Forecasting with Spherical Harmonics Decomposition

Authors: Tigas, Panagiotis, Bloch, Téo, Upendran, Vishal, Ferdoushi, Banafsheh, Cheung, Mark C. M., Ganju, Siddha, McGranaghan, Ryan M., Gal, Yarin, Bhatt, Asti

Subject Terms: Physics - Geophysics, Astrophysics - Solar and Stellar Astrophysics, Computer Science - Machine Learning, Physics - Space Physics

Access URL: http://arxiv.org/abs/2102.01447

Critical Risk Indicators (CRIs) for the electric power grid: A survey and discussion of interconnected effects

Authors: Che-Castaldo, Judy P., Cousin, Rémi, Daryanto, Stefani, Deng, Grace, Feng, Mei-Ling E., Gupta, Rajesh K., Hong, Dezhi, McGranaghan, Ryan M., Owolabi, Olukunle O., Qu, Tianyi, Ren, Wei, Schafer, Toryn L. J., Sharma, Ashutosh, Shen, Chaopeng, Sherman, Mila Getmansky, Sunter, Deborah A., Wang, Lan, Matteson, David S.

Subject Terms: Statistics - Applications

Access URL: http://arxiv.org/abs/2101.07771

Toward a Next Generation Particle Precipitation Model: Mesoscale Prediction Through Machine Learning (a Case Study and Framework for Progress)

Authors: McGranaghan, Ryan M., Ziegler, Jack, Bloch, Téo, Hatch, Spencer, Camporeale, Enrico, Lynch, Kristina, Owens, Mathew, Gjerloev, Jesper, Zhang, Binzheng, Skone, Susan

Source: Space Weather, 19, e2020SW002684 (2021)

Subject Terms: Physics - Space Physics, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2011.10117

Heliophysics and space weather information architecture and innovative solutions: Current status and ways forward

Authors: Masson, Arnaud, Fung, Shing F., Camporeale, Enrico, Kuznetsova, Masha M., Poedts, Stefaan, Barnum, Julie, Ringuette, Rebecca, De Zeeuw, D., Polson, Shawn, Sadykov, Viacheslav M., Navarro, Vicente, Thomas, Brian, Caplan, Ronald M., Linker, Jon, Rastaetter, Lutz, Wiegand, Chiu, McGranaghan, Ryan M., Petrenko, Maksym, Didigu, Chinwe, Reerink, Jan, Ireland, Jack, Cecconi, Baptiste

Source: In Advances in Space Research May 2024

SPASE metadata as a building block of a heliophysics science-enabling framework

Authors: Fung, Shing F., Masson, Arnaud, Bargatze, Lee F., King, Todd, Ringuette, Rebecca, Candey, Robert M., Wiegand, Chiu, Jian, Lan K., De Zeeuw, Darren, Muglach, Karin, McGranaghan, Ryan M., Aaron Roberts, D., Cecconi, Baptiste, André, Nicolas, Génot, V., Vandegriff, Jon, Reiss, Martin A.

Source: In Advances in Space Research 15 December 2023 72(12):5707-5752

The cultural-social nucleus of an open community: A multi-level community knowledge graph and NASA application

Authors: McGranaghan, Ryan M., Young, Ellie, Powers, Cameron, Yadav, Swapnali, Vakaj, Edlira

Source: In Applied Computing and Geosciences December 2023 20

Application Usability Levels: A Framework for Tracking Project Product Progress

Authors: Halford, Alexa J., Kellerman, Adam C., Garcia-Sage, Katherine, Klenzing, Jeffrey, Carter, Brett A., McGranaghan, Ryan M., Guild, Timothy, Cid, Consuelo, Henney, Carl J., Ganushkina, Natalia Y., Burrell, Angeline G., Terkildsen, Mike, Welling, Daniel T., Murray, Sophie A., Leka, K. D., McCollough, James P., Thompson, Barbara J., Pulkkinen, Antti, Fung, Shing F., Bingham, Suzy, Bisi, Mario M., Liemohn, Michael W., Walsh, Brian M., Morley, Steven K.

Subject Terms: Astrophysics - Instrumentation and Methods for Astrophysics, Physics - Applied Physics, Physics - Space Physics

Access URL: http://arxiv.org/abs/1907.08663

Complexity Heliophysics: A Lived and Living History of Systems and Complexity Science in Heliophysics.

Authors: McGranaghan, Ryan M.¹ (AUTHOR) ryan.mcgranaghan@gmail.com

Source: Space Science Reviews. Aug2024, Vol. 220 Issue 5, p1-90. 90p.

Subject Terms: *COMPLEXITY (Philosophy), *PHILOSOPHY of science, *INTERPLANETARY medium, *APPLIED sciences, *PLANETARY surfaces

Lunar far side surface navigation using Linked Autonomous Interplanetary Satellite Orbit Navigation (LiAISON)

Authors: Hesar, Siamak G., Parker, Jeffrey S., Leonard, Jason M., McGranaghan, Ryan M., Born, George H.

Source: In Acta Astronautica December 2015 117:116-129

Space Weather research in the Digital Age and across the full data lifecycle: Introduction to the Topical Issue

Authors: McGranaghan Ryan M., Camporeale Enrico, Georgoulis Manolis, Anastasiadis Anastasios

Source: Journal of Space Weather and Space Climate, Vol 11, p 50 (2021)

Subject Terms: data science, machine learning, forecasting, space weather, network, transdisciplinary, Meteorology. Climatology, QC851-999

File Description: electronic resource

Relation: https://www.swsc-journal.org/articles/swsc/full_html/2021/01/swsc210064/swsc210064.html; https://doaj.org/toc/2115-7251

Access URL: https://doaj.org/article/7cbe928d95464c498d9f1b018a067c2c

Application usability levels: a framework for tracking project product progress

Authors: Halford Alexa J., Kellerman Adam C., Garcia-Sage Katherine, Klenzing Jeffrey, Carter Brett A., McGranaghan Ryan M., Guild Timothy, Cid Consuelo, Henney Carl J., Ganushkina Natalia Yu., Burrell Angeline G., Terkildsen Mike, Welling Daniel T., Murray Sophie A., Leka K. D., McCollough James P., Thompson Barbara J., Pulkkinen Antti, Fung Shing F., Bingham Suzy, Bisi Mario M., Liemohn Michael W., Walsh Brian M., Morley Steven K.

Source: Journal of Space Weather and Space Climate, Vol 9, p A34 (2019)

Subject Terms: Tracking Progress, Metrics and Validation, Applied Space Weather, Meteorology. Climatology, QC851-999

File Description: electronic resource

Relation: https://www.swsc-journal.org/articles/swsc/full_html/2019/01/swsc190028/swsc190028.html; https://doaj.org/toc/2115-7251

Access URL: https://doaj.org/article/f4e7e2635ac64946b581cf30a63e3bed

The LIKED resource - a LIbrary KnowledgE and discovery online resource for discovering and implementing knowledge, data, and infrastructure resources.

Authors: Ringuette, Rebecca^1,2 (AUTHOR) rebecca.ringuette@nasa.gov, McGranaghan, Ryan M.^2,3 (AUTHOR), Thompson, B.J.² (AUTHOR)

Source: Advances in Space Research. Dec2023, Vol. 72 Issue 12, p5650-5668. 19p.

Subject Terms: *ONLINE databases, *DATA mining, *LIBRARY websites, *LIBRARY resources, *RESEARCH personnel, *VIRTUAL communities, *INFORMATION resources, *CONCEPTUAL models

Toward a Next Generation Particle Precipitation Model: Mesoscale Prediction Through Machine Learning (a Case Study and Framework for Progress).

Authors: McGranaghan, Ryan M., Ziegler, Jack, Bloch, Téo, Hatch, Spencer, Camporeale, Enrico, Lynch, Kristina, Owens, Mathew, Gjerloev, Jesper, Zhang, Binzheng, Skone, Susan

Source: Space Weather: The International Journal of Research & Applications; Jun2021, Vol. 19 Issue 6, p1-25, 25p

Subject Terms: MACHINE learning, METEOROLOGICAL satellites, SCIENTIFIC satellites, SOLAR wind, FLUX (Energy)

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