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Kelsey Doerksen
Kelsey Doerksen
Verified email at cs.ox.ac.uk
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Year
A multi-lander New Frontiers mission concept study for Enceladus: SILENUS
E Nathan, K Balachandran, P Cappuccio, J Di, K Doerksen, A Gloder, ...
Frontiers in Astronomy and Space Sciences 9, 995941, 2022
52022
Machine learning for early satellite anomaly detection
P Bernal-Mencia, K Doerksen, C Yap
42021
Solar EUV‐Enhancement and Thermospheric Disturbances
C Briand, K Doerksen, F Deleflie
Space Weather 19 (12), e2021SW002840, 2021
32021
Planning team operations for the canmoon lunar sample return analogue mission
JD Newman, EA Pilles, ZR Morse, CL Marion, PA Christoffersen, PJA Hill, ...
51st Annual Lunar and Planetary Science Conference, 2196, 2020
32020
Atmospheric density variations and orbit perturbations in relation to isolated solar X-flare events
F Deleflie, K Doerksen, C Briand, MA Sammuneh, L Sagnieres
EGU General Assembly Conference Abstracts, in: EGU General Assembly …, 2019
32019
Student Perspectives on the 2017 ESA Concurrent Engineering Challenge
K Doerksen, T Van‘t Klooster, W Ferguson, S Pepper, D van Paridon, ...
32018
Discovering the Drivers of Systematic Errors in Global Air Quality Estimates Using Explainable Machine Learning.
Y Marchetti, K Miyazaki, S Lu, J Montgomery, K Doerksen, KW Bowman
AGU23, 2023
2023
Leveraging Machine Learning, Ensemble Precipitation Forecasts and Hillslope-scale Impact Modeling for a Unified Multi-hazard approach to Landslide Forecasting in Nepal
K Doerksen, S Li, A Dunant, MVW de Vries, A Densmore, Y Gal, ...
AGU23, 2023
2023
Deep Learning for Global Air Quality and its Prediction
K Doerksen, Y Marchetti, K Miyazaki, S Lu, KW Bowman, J Montgomery, ...
AGU23, 2023
2023
Precipitation-Triggered Landslide Prediction in Nepal Using Machine Learning and Deep Learning
K Doerksen, Y Gal, F Kalaitzis, C Rossi, D Petit, S Li, S Dadson
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
Leveraging Deep Learning for Physical Model Bias of Global Air Quality Estimates
K Doerksen, Y Marchetti, K Miyazaki, K Bowman, S Lu, J Montgomery, ...
Neurips Machine Learning for Physical Science Workshop, 2023
2023
Automated fleet commissioning workflows at Planet
JA Gutierrez Ahumada, K Doerksen, S Zeller
2021
Autonomous Systems Validation (SysVal) Environment for Advancing Mission Operations
K Doerksen, K Fischer
2021
Rapid Mission Concept Development at the 2019 Caltech Space Challenge: A Small Lander Network Studying the Habitability of Enceladus
K Doerksen, K Balachandran, P Cappuccio, J Di, J Fuchs, A Gloder, ...
University of Leicester, 2020
2020
A Mission Concept Investigating the Habitability of Enceladus: SILENUS
K Balachandran, E Nathan, M Rovira-Navarro, P Cappuccio, J Di, ...
51st Annual Lunar and Planetary Science Conference, 1339, 2020
2020
SILENUS: A Mission Concept Investigating the Habitability of Enceladus
K Balachandran, P Cappuccio, J Di, K Doerksen, J Fuchs, A Gloder, ...
EPSC-DPS Joint Meeting 2019 2019, EPSC-DPS2019-1302, 2019
2019
A Statistical Analysis of Density Perturbations in Relation to Solar X-Flare Events Isolated from Coronal Mass Ejections
K Doerksen, L Sagnières, F Deleflie, C Briand, MA Sammuneh
99th American Meteorological Society Annual Meeting, 2019
2019
Machine Learning Classification of Interplanetary Coronal Mass Ejections Using Satellite Accelerometers
K Doerksen
The University of Western Ontario (Canada), 2019
2019
6–7 Mar 2023 Meteorological Institute, University of Cologne Europe/Berlin timezone
K Doerksen
Driving mechanisms of global surface ozone and its bias in the chemical reanalysis using machine-learning approaches
K Miyazaki, Y Marchetti, S Lu, KW Bowman, J Montgomery, K Doerksen
AGU23, 0
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