Search Results - "Kvammen, Andreas"

NOIRE-Net–a convolutional neural network for automatic classification and scaling of high-latitude ionograms by Kvammen, Andreas, Vierinen, Juha, Huyghebaert, Devin, Rexer, Theresa, Spicher, Andres, Gustavsson, Björn, Floberg, Jens

“…Millions of ionograms are acquired annually to monitor the ionosphere. The accumulated data contain untapped information from a range of locations, multiple…”
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Auroral Image Classification With Deep Neural Networks by Kvammen, Andreas, Wickstrøm, Kristoffer, McKay, Derek, Partamies, Noora

“…Results from a study of automatic aurora classification using machine learning techniques are presented. The aurora is the manifestation of physical phenomena…”
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Auroral classification ergonomics and the implications for machine learning by McKay, Derek, Kvammen, Andreas

“…The machine-learning research community has focused greatly on bias in algorithms and have identified different manifestations of it. Bias in training samples…”
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Machine Learning Detection of Dust Impact Signals Observed by The Solar Orbiter by Kvammen, Andreas, Wickstrøm, Kristoffer, Kociscak, Samuel, Vaverka, Jakub, Nouzak, Libor, Zaslavsky, Arnaud, Rackovic Babic, Kristina, Gjelsvik, Amalie, Pisa, David, Souček, Jan, Mann, Ingrid

“…This article present results from automatic detection of dust impact signals observed by the Solar Orbiter – Radio and Plasma Waves instrument. A sharp and…”
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Impact ionization double peaks analyzed in high temporal resolution on Solar Orbiter by Kočiščák, Samuel, Kvammen, Andreas, Mann, Ingrid, Meyer-Vernet, Nicole, Píša, David, Souček, Jan, Theodorsen, Audun, Vaverka, Jakub, Zaslavsky, Arnaud

“…Solar Orbiter is equipped with electrical antennas performing fast measurements of the surrounding electric field. The antennas register high-velocity dust…”
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Machine learning detection of dust impact signals observed by the Solar Orbiter by Kvammen, Andreas, Wickstrøm, Kristoffer, Kociscak, Samuel, Vaverka, Jakub, Nouzak, Libor, Zaslavsky, Arnaud, Rackovic Babic, Kristina, Gjelsvik, Amalie, Pisa, David, Soucek, Jan, Mann, Ingrid

“…This article presents the results of automatic detection of dust impact signals observed by the Solar Orbiter – Radio and Plasma Waves instrument. A sharp and…”
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Lumikot: Fast Auroral Transients During the Growth Phase of Substorms by McKay, D., Paavilainen, T., Gustavsson, B., Kvammen, A., Partamies, N.

“…The development of a magnetospheric substorm may be classified into three phases: growth, expansion, and recovery. The growth phase is important as it includes…”
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The 3‐D Distribution of Artificial Aurora Induced by HF Radio Waves in the Ionosphere by Kvammen, A., Gustavsson, B., Sergienko, T., Brändström, U., Rietveld, M., Rexer, T., Vierinen, J.

“…We present 3‐D excitation rate estimates of artificial aurora in the ionospheric F layer, induced by high‐frequency radio waves from the European Incoherent…”
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K2 Campaign 5 observations of pulsating subdwarf B stars: binaries and super-Nyquist frequencies by Reed, M D, Armbrecht, E L, Telting, J H, Baran, A S, Østensen, R H, Blay, Pere, Kvammen, A, Kuutma, Teet, Pursimo, T, Ketzer, L, Jeffery, C S

“…Abstract We report the discovery of three pulsating subdwarf B stars in binary systems observed with the Kepler space telescope during Campaign 5 of K2. EPIC…”
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Modelling Solar Orbiter Dust Detection Rates in Inner Heliosphere as a Poisson Process by Kočiščák, Samuel, Kvammen, Andreas, Mann, Ingrid, Sørbye, Sigrunn Holbek, Theodorsen, Audun, Zaslavsky, Arnaud

“…Solar Orbiter provides dust detection capability in inner heliosphere, but estimating physical properties of detected dust from the collected data is far from…”
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