Dustin Kempton

17 papers B 1Misc 1Journal 5Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Autoregressive Surrogate Modeling of the Solar Wind with Spherical Fourier Neural Operator.
CoRR
Reza Mansouri, Dustin Kempton, Pete Riley, Rafal A. Angryk
2025 — conf
Cluster-Weighted Training of Deep Surrogate Models for Subgrid Turbulent Transport.
ICDM (Workshops)
Rimsha Hameed Syeda, Dustin Kempton, Viacheslav Sadykov, Irina Kitiashvili, Rafal A. Angryk
2025 — conf
Exploring Temporal and Regularization Frameworks for Atmospheric Wind Layer Prediction from Speckle Imaging.
ICDM (Workshops)
Vignesh Kumar Pandian Sathia, Nick Murphy, Ruchir Namjoshi, Dustin Kempton, Stuart Jefferies, Berkay Aydin
2025 — conf
Nowcasting of Aviation Radiation Using Geospace Environment Properties: A Machine Learning Approach.
ICDM (Workshops)
Sanjib K. C, Viacheslav M. Sadykov, Dustin Kempton
2025 J jnl
Toward Data-Driven Surrogates of the Solar Wind with Spherical Fourier Neural Operator.
CoRR
Reza Mansouri, Dustin Kempton, Pete Riley, Rafal A. Angryk
2021 — conf
A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems.
CogMI
Anli Ji, Akhil Arya, Dustin Kempton, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
2020 J jnl
Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations.
CoRR
Gelu Nita, Manolis K. Georgoulis, Irina Kitiashvili, Viacheslav Sadykov, Enrico Camporeale, Alexander Kosovichev, Haimin Wang, Vincent Oria, Jason T. L. Wang, Rafal A. Angryk, Berkay Aydin, Azim Ahmadzadeh, Xiaoli Bai, Timothy Bastian, Soukaina Filali Boubrahimi, Bin Chen, Alisdair Davey, Sheldon Fereira, Gregory Fleishman, Dale Gary, Andrew Gerrard, Gregory Hellbourg, Katherine G. Herbert, Jack Ireland, Egor Illarionov, Natsuha Kuroda, Qin Li, Chang Liu, Yuexin Liu, Hyomin Kim, Dustin Kempton, Ruizhe Ma, Petrus C. Martens, Ryan M. McGranaghan, Edward Semones, John T. Stefan, Andrey Stejko, Yaireska Collado-Vega, Meiqi Wang, Yan Xu, Sijie Yu
2017 Misc conf
A Region-Based Retrieval System for Heliophysics Imagery.
FLAIRS
Michael A. Schuh, Dustin Kempton, Rafal A. Angryk
2017 — conf
A time series classification-based approach for solar flare prediction.
IEEE BigData
Shah Muhammad Hamdi, Dustin Kempton, Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal A. Angryk
2017 B conf
An Integrated Solar Database (ISD) with Extended Spatiotemporal Querying Capabilities.
SSTD
Ahmet Küçük, Berkay Aydin, Soukaina Filali Boubrahimi, Dustin Kempton, Rafal A. Angryk
2016 — conf
Filling the Gaps in Solar Big Data: Interpolation of Solar Filament Event Instances.
BDCloud-SocialCom-SustainCom
Soukaina Filali Boubrahimi, Berkay Aydin, Dustin Kempton, Sushant S. Mahajan, Rafal A. Angryk
2016 J jnl
Mining At Most Top-K% Spatiotemporal Co-occurrence Patterns in Datasets with Extended Spatial Representations.
ACM Trans. Spatial Algorithms Syst.
Karthik Ganesan Pillai, Rafal A. Angryk, Juan M. Banda, Dustin Kempton, Berkay Aydin, Petrus C. Martens
2016 — conf
SOLEV: a video generation framework for solar events from mixed data sources (demo paper).
SIGSPATIAL/GIS
Soukaina Filali Boubrahimi, Berkay Aydin, Dustin Kempton, Rafal A. Angryk
2016 — conf
Spatio-temporal interpolation methods for solar events metadata.
IEEE BigData
Soukaina Filali Boubrahimi, Berkay Aydin, Dustin Kempton, Rafal A. Angryk
2015 J jnl
Mining spatiotemporal co-occurrence patterns in solar datasets.
Astron. Comput.
Berkay Aydin, Dustin Kempton, Vijay Akkineni, Rafal A. Angryk, Karthik Ganesan Pillai
2014 — conf
Iterative refinement of multiple targets tracking of solar events.
IEEE BigData
Dustin Kempton, Karthik Ganesan Pillai, Rafal A. Angryk
2014 — conf
Spatiotemporal indexing techniques for efficiently mining spatiotemporal co-occurrence patterns.
IEEE BigData
Berkay Aydin, Dustin Kempton, Vijay Akkineni, Shaktidhar Reddy Gopavaram, Karthik Ganesan Pillai, Rafal A. Angryk