SFB 1667 - Advancing Technologies of Very Low Altitude Satellites (ATLAS)

The Collaborative Research Centre (CRC) 1667 “Advancing Technologies of Very Low Altitude Satellites (ATLAS)” addresses the fundamental scientific and engineering challenges of rendering Very Low Earth Orbit (VLEO, about 200 km to 450 km altitude) accessible. It encompasses 17 distinct scientific subprojects, which are organised into three project areas, respectively addressing the problem of sustainable VLEO flight at different levels. Each of these project areas in turn comprises two project sub-clusters indicating a common focus area and a particulary close collaboration between research partners.

A01 Gas-Surface Interactions Investigated by Atomistic Simulations

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1 to 10 of 34 Results

data.tar.gz Sep 3, 2026 - Replication Data for: "Unsupervised Anomaly Detection in Operational Satellite Telemetry: A Flying Laptop Case Study” Gzip Archive - 5.6 GB - MD5: e4bd4513fd952c1284e52913e533e4cd raw, primary, filtered, and MGM derived datasets used in the work
EDA.tar.gz Sep 3, 2026 - Replication Data for: "Unsupervised Anomaly Detection in Operational Satellite Telemetry: A Flying Laptop Case Study” Gzip Archive - 2.4 MB - MD5: 4c105921e41f7621da8cec482c78c4ae parameter definitions and exploratory statistics used to characterize the telemetry
Model.tar.gz Sep 3, 2026 - Replication Data for: "Unsupervised Anomaly Detection in Operational Satellite Telemetry: A Flying Laptop Case Study” Gzip Archive - 45.2 KB - MD5: 965e9fa38416037cd5f59e43a84d63a4 LSTM autoencoder notebook, dependencies, and model specific documentation
README.md Sep 3, 2026 - Replication Data for: "Unsupervised Anomaly Detection in Operational Satellite Telemetry: A Flying Laptop Case Study” Markdown Text - 2.3 KB - MD5: ef4adb966bb22ed99ad4af030db5bb56 dataset overview and reproduction guide
training.tar.gz Sep 3, 2026 - Replication Data for: "Unsupervised Anomaly Detection in Operational Satellite Telemetry: A Flying Laptop Case Study” Gzip Archive - 37.9 MB - MD5: d4e5561d64a8e101bc2ac70b4dfbfbbf anomaly detection run outputs, evaluation artifacts, and injection experiments
al2o3_surfaces_sampled_from_coverage_distribution.h5 Jul 15, 2026 - Data for "Machine Learning Driven Simulations of Hyperthermal Atomic Oxygen Impacts on (0001) Al2O3 for Low Altitude Satellite Design" Hierarchical Data Format - 71.7 MB - MD5: 289165112a6aa7f96e4e1b057253d285 Oxygen-covered Al2O3 surface structures sampled from the realistic coverage distribution.
README.md Jul 15, 2026 - Data for "Machine Learning Driven Simulations of Hyperthermal Atomic Oxygen Impacts on (0001) Al2O3 for Low Altitude Satellite Design" Markdown Text - 1.2 KB - MD5: ccb2f63a820a308a0d31c9c961e6010a
scripts_data.zip Jul 15, 2026 - Data for "Machine Learning Driven Simulations of Hyperthermal Atomic Oxygen Impacts on (0001) Al2O3 for Low Altitude Satellite Design" ZIP Archive - 1.5 GB - MD5: f20a7b382666b6ba9abf5a5e6f6e33bf Contains all scripts and data to reproduce the paper. More information in the README.md.
SOS-Verify-Manifold-Spacecraft.zip Apr 21, 2026 - Supplementary Material for Sum-of-Squares Stability Verification on Manifolds with Applications in Spacecraft Attitude Control ZIP Archive - 337.8 KB - MD5: 343f0c3d6667473a8b9393176597708e Source Code to run example 1 and 2. Repository: github.com/iFR-OFC/SOS-Verify-Manifold-Spacecraft
ANA_200ps.tar.gz Mar 2, 2026 - Data for: Energy conservation and pressure relaxation in an extended two-temperature model for copper with an electron temperature-dependent interaction potential Gzip Archive - 4.1 GB - MD5: af0c0070b1c2775ac7b83bc4121b5d40 MD data of a 200 ps simulation using an electron temperature-independent potential

data.tar.gz

Sep 3, 2026 - Replication Data for: "Unsupervised Anomaly Detection in Operational Satellite Telemetry: A Flying Laptop Case Study”

Gzip Archive - 5.6 GB -

raw, primary, filtered, and MGM derived datasets used in the work

EDA.tar.gz

Sep 3, 2026 - Replication Data for: "Unsupervised Anomaly Detection in Operational Satellite Telemetry: A Flying Laptop Case Study”

Gzip Archive - 2.4 MB -

parameter definitions and exploratory statistics used to characterize the telemetry

Model.tar.gz

Sep 3, 2026 - Replication Data for: "Unsupervised Anomaly Detection in Operational Satellite Telemetry: A Flying Laptop Case Study”

Gzip Archive - 45.2 KB -

LSTM autoencoder notebook, dependencies, and model specific documentation