Gabriele De Canio
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View article: European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry
European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry Open
Machine learning has vast potential to improve anomaly detection in satellite telemetry which is a crucial task for spacecraft operations. This potential is currently hampered by a lack of comprehensible benchmarks for multivariate time se…
View article: LROC-PANGU-GAN: Closing the Simulation Gap in Learning Crater Segmentation with Planetary Simulators
LROC-PANGU-GAN: Closing the Simulation Gap in Learning Crater Segmentation with Planetary Simulators Open
It is critical for probes landing on foreign planetary bodies to be able to robustly identify and avoid hazards - as, for example, steep cliffs or deep craters can pose significant risks to a probe's landing and operational success. Recent…
View article: Swirling Instability of the Microtubule Cytoskeleton
Swirling Instability of the Microtubule Cytoskeleton Open
In the cellular phenomena of cytoplasmic streaming, molecular motors carrying cargo along a network of microtubules entrain the surrounding fluid. The piconewton forces produced by individual motors are sufficient to deform long microtubul…
View article: Swirling Instability of the Microtubule Cytoskeleton
Swirling Instability of the Microtubule Cytoskeleton Open
In the cellular phenomena of cytoplasmic streaming, molecular motors carrying cargo along a network of microtubules entrain the surrounding fluid. The piconewton forces produced by individual motors are sufficient to deform long microtubul…
View article: Motion of filaments induced by molecular motors: from individual to collective dynamics
Motion of filaments induced by molecular motors: from individual to collective dynamics Open
In cellular phenomena, such as cytoplasmic streaming, molecular motors translocate along microtubules carrying cargoes which entrain fluid. The piconewton forces that motors produce can be sufficient to bend or buckle the filaments. When l…
View article: Optimization of the battery usage during eclipses using a machine learning approach
Optimization of the battery usage during eclipses using a machine learning approach Open
During eclipses, the spacecraft cannot rely on solar energy and must exploit the power coming from the on-board batteries.Critical for the payload is to maintain its temperature inside a specific predetermined range to avoid degradation an…
View article: Spontaneous oscillations of elastic filaments induced by molecular motors.
Spontaneous oscillations of elastic filaments induced by molecular motors. Open
It is known from the wave-like motion of microtubules in motility assays that the piconewton forces that motors produce can be sufficient to bend the filaments. In cellular phenomena such as cytosplasmic streaming, molecular motors translo…
View article: Spontaneous oscillations of elastic filaments induced by molecular motors
Spontaneous oscillations of elastic filaments induced by molecular motors Open
It is known from the wave-like motion of microtubules in motility assays that the piconewton forces that motors produce can be sufficient to bend the filaments. In cellular phenomena such as cytosplasmic streaming, molecular motors translo…
View article: Spontaneous Oscillations of Elastic Filaments Induced by Molecular\n Motors
Spontaneous Oscillations of Elastic Filaments Induced by Molecular\n Motors Open
It is known from the wave-like motion of microtubules in motility assays that\nthe piconewton forces that motors produce can be sufficient to bend the\nfilaments. In cellular phenomena such as cytosplasmic streaming, molecular\nmotors tran…
View article: Geometric pumping in autophoretic channels
Geometric pumping in autophoretic channels Open
Many microfluidic devices use macroscopic pressure differentials to overcome viscous friction and generate flows in microchannels. In this work, we investigate how the chemical and geometric properties of the channel walls can drive a net …