83 citations
- Max Planck Institute for the Physics of Complex SystemsDE3 papers
- Nizhny Novgorod Research Institute of Radio Engineering (Russia)RU2 papers
- Pulkovo ObservatoryRU2 papers
- University of LeedsGB2 papers
- Yaroslav-the-Wise Novgorod State UniversityRU2 papers
- Al-Farabi Kazakh National UniversityKZ1 paper
- Chinese Academy of SciencesCN1 paper
- Institute of Applied PhysicsMD1 paper
- Institute of Physics and TechnologyKZ1 paper
- Institute of Solar-Terrestrial PhysicsRU1 paper
- International Space Science Institute - BeijingCN1 paper
- Ionosphere InstituteKZ1 paper
14 papers
Are Two Hidden Layers Still Enough for the Physics-Informed Neural Networks?
Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov
The article discusses the development of various methods and techniques for initializing and training neural networks with a single hidden layer, as well as training a separable ph…
The prolonged gamma ray enhancement and the short radiation burst events observed in thunderstorms at Tien Shan
A. Shepetov, V. Antonova, O. Kalikulov +15
We report the observation results of the hard radiation flashes which accompanied the lightning discharges above the mountains of Northern Tien Shan. Time series of the counting ra…
Spatio-temporal dynamics of sources of hard X-ray pulsations in solar flares
S. A. Kuznetsov, I. V. Zimovets, A. S. Morgachev +1
We present systematic analysis of spatio-temporal evolution of sources of hard X-ray (HXR) pulsations in solar flares. We concentrate on disk flares whose impulsive phase are accom…
Simulations of Gyrosynchrotron Microwave Emission from an Oscillating 3D Magnetic Loop
Alexey Kuznetsov, Tom Van Doorsselaere, Veronika Reznikova
Radio observations of solar flares often reveal various periodic or quasi-periodic oscillations. Most likely, these oscillations are caused by magnetohydrodynamic (MHD) oscillation…
Spectrally resolved resonant propulsion of dielectric microspheres
Yangcheng Li, Alexey V. Maslov, Nicholaos I. Limberopoulos +2
Use of resonant light forces opens up a unique approach to high-volume sorting of microspherical resonators with much higher uniformity of resonances compared to that in coupled-ca…
The problem of analytical calculation of barrier crossing characteristics for Levy flights
A. A. Dubkov, A. La Cognata, B. Spagnolo
By using the backward fractional Fokker-Planck equation we investigate the barrier crossing event in the presence of Levy noise. After shortly review recent results obtained with d…