activity
19992022
most citedThunderstorm nowcasting with deep learning: a multi-hazard data fusion model

51 citations · 339 across the 18 of their papers we have counts for

collaborators

18 papers

physics.ao-ph2022★ 51 cited

Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model

Jussi Leinonen, Ulrich Hamann, Ioannis V. Sideris +1

Predictions of thunderstorm-related hazards are needed in several sectors, including first responders, infrastructure management and aviation. To address this need, we present a de…

astro-ph2008★ 10 cited

Quantifying Chaos in Models of the Solar Neighbourhood

Dalia Chakrabarty, Ioannis V. Sideris

{} {To quantify the amount of chaos that exists in the local phase space.} {A sample of orbits from four different models of the Solar neighbourhood phase space are analysed by a n…

astro-ph2007★ 4 cited

Influence of Orbital Behaviour and Chaos on the Shape of Dark Matter Halos

Andrea V. Maccio', Ioannis Sideris, Marco Miranda +2

It has been shown that the dissipative gas infall during galaxy formation has the capability to modify the shape of dark matter halos. In this paper we perform the first detailed a…

physics.acc-ph2004★ 16 cited

Production of Enhanced Beam Halos via Collective Modes and Colored Noise

Ioannis V. Sideris, Courtlandt L. Bohn

We investigate how collective modes and colored noise conspire to produce a beam halo with much larger amplitude than could be generated by either phenomenon separately. The collec…

astro-ph2003★ 10 cited

Noise-Enhanced Parametric Resonance in Perturbed Galaxies

Ioannis V. Sideris, Henry E. Kandrup

This paper describes how parametric resonances associated with a galactic potential subjected to relatively low amplitude, strictly periodic time-dependent perturbations can be imp…

physics.acc-ph2003★ 21 cited

Chaotic Orbits in Thermal-Equilibrium Beams: Existence and Dynamical Implications

Courtlandt L. Bohn, Ioannis V. Sideris

Phase mixing of chaotic orbits exponentially distributes these orbits through their accessible phase space. This phenomenon, commonly called ``chaotic mixing'', stands in marked co…