47 citations
- Skolkovo Institute of Science and TechnologyRU5 papers
- Russian Academy of SciencesRU4 papers
- Boston UniversityUS3 papers
- University of LeicesterGB3 papers
- BASF (Germany)DE1 paper
- European Centre for Medium-Range Weather ForecastsGB1 paper
- Fraunhofer Institute for Industrial MathematicsDE1 paper
- Imperial College LondonGB1 paper
- Institute of Applied PhysicsMD1 paper
- Lomonosov Moscow State UniversityRU1 paper
- Moscow Institute of Physics and TechnologyRU1 paper
- National University of Science and TechnologyRU1 paper
9 papers
Steady oscillations in aggregation-fragmentation processes
N. V. Brilliantov, W. Otieno, S. A. Matveev +3
We report surprising steady oscillations in aggregation-fragmentation processes. Oscillating solutions are observed for the class of aggregation kernels …
Exact solutions of temperature-dependent Smoluchowski equations
Alexander Osinsky, Nikolay Brilliantov
We report a number of exact solutions for temperature-dependent Smoluchowski equations. These equations quantify the ballistic agglomeration, where the evolution of densities of ag…
A comparison of data-driven approaches to build low-dimensional ocean models
Niraj Agarwal, Dmitri Kondrashov, Peter Dueben +2
We present a comprehensive inter-comparison of linear regression (LR), stochastic, and deep-learning approaches for reduced-order statistical emulation of ocean circulation. The re…
Two-phase approaches to optimal model-based design of experiments: how many experiments and which ones?
Charlie Vanaret, Philipp Seufert, Jan Schwientek +5
Model-based experimental design is attracting increasing attention in chemical process engineering. Typically, an iterative procedure is pursued: an approximate model is devised, p…
Hopf bifurcation in addition-shattering kinetics
Stanislav S. Budzinskiy, Sergey A. Matveev, Pavel L. Krapivsky
In aggregation-fragmentation processes, a steady state is usually reached in the long time limit. This indicates the existence of a fixed point in the underlying system of ordinary…
Using Reinforcement Learning in the Algorithmic Trading Problem
Evgeny Ponomarev, Ivan Oseledets, Andrzej Cichocki
The development of reinforced learning methods has extended application to many areas including algorithmic trading. In this paper trading on the stock exchange is interpreted into…