Vladimir M. Krasnopolsky

Using Ensemble of Neural Networks to Learn Stochastic Convection Parameterizations for Climate and Numerical Weather Prediction Models from Data Simulated by a Cloud Resolving Model

Vladimir M. Krasnopolsky, Michael S. Fox‐Rabinovitz, Alexei Belochitski · Advances in Artificial Neural Systems · 2013 · 209 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

New Approach to Calculation of Atmospheric Model Physics: Accurate and Fast Neural Network Emulation of Longwave Radiation in a Climate Model

Vladimir M. Krasnopolsky, Michael S. Fox‐Rabinovitz, Dmitry Chalikov · Monthly Weather Review · 2005 · 205 citations

Natural Sciences, Computer Science, Earth Sciences +14

Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction

Vladimir M. Krasnopolsky, Michael S. Fox‐Rabinovitz · Neural Networks · 2006 · 194 citations

Natural Sciences, Computational Engineering, Meteorology +17

A stochastic variational method for few-body systems

V. I. Kukulin, Vladimir M. Krasnopolsky · Journal of Physics G Nuclear Physics · 1977 · 173 citations

Natural Sciences, Physics, Computational Physics +16

Detailed study of the cluster structure of light nuclei in a three-body model

V. I. Kukulin, Vladimir M. Krasnopolsky, V.T. Voronchev et al. · Nuclear Physics A · 1986 · 129 citations

Natural Sciences, Physics, Nuclear Physics +10