Cover Image

Adaptive PCA-Based Outlier Detection for Multi-Feature Time Series in Space Missions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ekelund, Jonah, Raptis, Savvas, Toy-Edens, Vicki, Mo, Wenli, Turner, Drew L., Cohen, Ian J., Markidis, Stefano
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Space Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SpacePhyML: Enabling Access to Space Physics Data for Machine Learning Applications
by: Ekelund, Jonah, et al.
Published: (2025)

On the Formation of Super-Alfvénic Flows Downstream of Collisionless Shocks
by: Osmane, Adnane, et al.
Published: (2024)

Revealing an unexpectedly low electron injection threshold via reinforced shock acceleration
by: Raptis, Savvas, et al.
Published: (2025)

Universal energy limits of radiation belts in planetary and brown dwarf magnetospheric systems
by: Turner, Drew L., et al.
Published: (2025)

Boosting Performance of Iterative Applications on GPUs: Kernel Batching with CUDA Graphs
by: Ekelund, Jonah, et al.
Published: (2025)

AI in Space for Scientific Missions: Strategies for Minimizing Neural-Network Model Upload
by: Ekelund, Jonah, et al.
Published: (2024)

Accelerometer Measurements for Orbit and Gravity Recovery: Challenges and Benefits for the BepiColombo Mission
by: HosseiniArani, Alireza, et al.
Published: (2025)

Multi-Mission Observations of Relativistic Electrons and High-Speed Jets Linked to Shock Generated Transients
by: Raptis, Savvas, et al.
Published: (2024)

A Localized Burst of Relativistic Electrons in Earth's Plasma Sheet: Low- and High-Altitude Signatures During a Substorm
by: Shumko, M., et al.
Published: (2024)

Sunward Flows in the Magnetosheath Associated with Magnetic Pressure Gradient and Magnetosheath Expansion
by: Madanian, H., et al.
Published: (2025)

On the Idea of Nested Pressure Space Habitats
by: Akshansh Srivastava
Published: (2026)

Transient Upstream Mesoscale Structures: Drivers of Solar-Quiet Space Weather
by: Kajdič, Primož, et al.
Published: (2024)

Nowcasting Solar Energetic Particle Events for Mars Missions
by: Löwe, Jan Leo, et al.
Published: (2025)

Inflatable Space Stations
by: Nanjangud, Angadh
Published: (2025)

Compressive Structures in the Foreshock of Collisionless Shocks
by: Raptis, Savvas, et al.
Published: (2026)

The Temperature Anisotropy and Helium Abundance Features of Alfvénic Slow Solar Wind Observed by Parker Solar Probe, Helios, and Wind Missions
by: Huang, Jia, et al.
Published: (2020)

Space Mission Options for Reconnaissance and Mitigation of Asteroid 2024 YR4
by: Barbee, Brent W., et al.
Published: (2025)

Organ Dose Equivalents of Albedo Protons and Neutrons Under Exposure to Large Solar Particle Events during Lunar Human Landing Missions
by: Pak, Sungmin, et al.
Published: (2024)

Reutilizing Existing Library Space.
by: Davis, Marlys Cresap
Published: (1987)

Time-Dependent Radiation Quality Factor <Q> of Galactic Cosmic Rays in Deep Space and Shielding Environments: Modeling and Measurements
by: Liu, Weihao, et al.
Published: (2025)

Optimizing Mission Planning for Multi-Debris Rendezvous Using Reinforcement Learning with Refueling and Adaptive Collision Avoidance
by: Bandyopadhyay, Agni, et al.
Published: (2026)

Space, Arrangement, Beauty in School.
by: Rasmussen, Margaret, Ed.
Published: (1958)

Navigating Industrial Work: Lives, Aspirations, and Coping Strategies of Migrant Factory Workers in Vietnam
by: Vu Linh Chi Hoang, et al.
Published: (2026)

Energy partitioning between thermal and non-thermal electrons and ions in magnetotail reconnection
by: Rajhans, Abhishek, et al.
Published: (2025)

PULSE-A Mission Overview: Optical Communications for Undergraduate Students
by: Hanssler, Logan, et al.
Published: (2025)

Parental Dependency and Costly Offspring: Housing and Fertility of Young Adults in China's Large City
by: Haitong Mo, et al.
Published: (2025)

Relativistic and Ultra-Relativistic Electron Bursts in Earth's Magnetotail Observed by Low-Altitude Satellites
by: Zhang, Xiao-Jia, et al.
Published: (2024)

Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression
by: Markidis, Stefano, et al.
Published: (2025)

Relativistic Electron Acceleration and the 'Ankle' Spectral Feature in Earth's Magnetotail Reconnection
by: Sun, Weijie, et al.
Published: (2024)

Solar Sail: Materials and Space Environmental Effects
by: Kezerashvili, Roman Ya.
Published: (2013)

Short-Term Space Occupancy and Conjunction Filter
by: Rivero, Ana S., et al.
Published: (2023)

Growing Older Across Time and Space: The Impact of Various Forms of Capital on Social Support Networks Among Older Vietnamese Migrants
by: Hien Thi Nguyen, et al.
Published: (2026)

Coordinate Systems and Transforms in Space Physics: Terms, Definitions, Implementations, and Recommendations for Reproducibility
by: Weigel, R. S., et al.
Published: (2026)

Personal Space and the Media Center: The Psychobiology of Institutional Design
by: Jussim, Estelle
Published: (1974)

From strict socialism to social evils: Changing childhoods over three generations in urban Vietnam
by: Sarah Turner, et al.
Published: (2024)

Combined Classical and Quantum Accelerometers For the Next Generation of Satellite Gravity Missions
by: HosseiniArani, Alireza, et al.
Published: (2024)

Does frequent internet use increase the propensity to change address? UK evidence from Understanding Society on mobility preferences, expectations and moves
by: Neil Rowland, et al.
Published: (2024)

Impact of Lunar Dust on Free Space Optical (FSO) Energy Harvesting
by: Naqbi, Mohamed, et al.
Published: (2024)

Random Gel′fand Approximation Between Anisotropic Spaces and Function Spaces With Mixed Smoothness
by: Bo Feng, et al.
Published: (2026)

Retracted: Roughness in Hypervector Spaces
by: Journal of Function Spaces
Published: (2024)