Dmitry S. Efremenko

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Application of Physics-Informed Neural Networks for Solving the Inverse Advection-Diffusion Problem to Localize Pollution Sources.
CoRR
Ivan Chuprov, Denis Derkach, Dmitry S. Efremenko, Aleksei Kychkin
2025 J jnl
Physics-Constrained Bayesian Neural Networks for Aerosol Retrieval From Hyperspectral Satellite Measurements With Integrated Uncertainty Quantification.
IEEE Trans. Geosci. Remote. Sens.
Lanlan Rao, Dmitry S. Efremenko, Adrian Doicu, Chong Shi, Shuai Yin, Husi Letu, Jian Xu
2022 J jnl
Aerosol Parameters Retrieval From TROPOMI/S5P Using Physics-Based Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lanlan Rao, Jian Xu, Dmitry S. Efremenko, Diego G. Loyola, Adrian Doicu
2022 J jnl
Scaling transformation of the multimode nonlinear Schrödinger equation for physics-informed neural networks.
CoRR
Ivan Chuprov, Dmitry S. Efremenko, Jiexing Gao, Pavel Anisimov, Viacheslav V. Zemlyakov
2021 J jnl
A Proof-of-Concept Algorithm for the Retrieval of Total Column Amount of Trace Gases in a Multi-Dimensional Atmosphere.
Remote. Sens.
Adrian Doicu, Dmitry S. Efremenko, Thomas Trautmann
2021 J jnl
An Overview of Neural Network Methods for Predicting Uncertainty in Atmospheric Remote Sensing.
Remote. Sens.
Adrian Doicu, Alexandru Doicu, Dmitry S. Efremenko, Diego G. Loyola, Thomas Trautmann
2021 J jnl
Fast Hyper-Spectral Radiative Transfer Model Based on the Double Cluster Low-Streams Regression Method.
Remote. Sens.
Ana del Águila, Dmitry S. Efremenko
2021 J jnl
Optimization of Aerosol Model Selection for TROPOMI/S5P.
Remote. Sens.
Lanlan Rao, Jian Xu, Dmitry S. Efremenko, Diego G. Loyola, Adrian Doicu
2020 J jnl
A Spectral Acceleration Approach for the Spherical Harmonics Discrete Ordinate Method.
Remote. Sens.
Adrian Doicu, Dmitry S. Efremenko, Thomas Trautmann
2020 J jnl
Cluster Low-Streams Regression Method for Hyperspectral Radiative Transfer Computations: Cases of O2 A- and CO2 Bands.
Remote. Sens.
Ana del Águila, Dmitry S. Efremenko, Víctor Molina García, Michael Yu. Kataev
2020 J jnl
Model Selection in Atmospheric Remote Sensing with Application to Aerosol Retrieval from DSCOVR/EPIC. Part 2: Numerical Analysis.
Remote. Sens.
Sruthy Sasi, Vijay Natraj, Víctor Molina García, Dmitry S. Efremenko, Diego G. Loyola, Adrian Doicu
2020 J jnl
Model Selection in Atmospheric Remote Sensing with an Application to Aerosol Retrieval from DSCOVR/EPIC, Part 1: Theory.
Remote. Sens.
Sruthy Sasi, Vijay Natraj, Víctor Molina García, Dmitry S. Efremenko, Diego G. Loyola, Adrian Doicu
2019 J jnl
Improvement of EPIC/DSCOVR Image Registration by Means of Automatic Coastline Detection.
Remote. Sens.
Víctor Molina García, Sruthy Sasi, Dmitry S. Efremenko, Diego G. Loyola
2014 J jnl
Multi-core-CPU and GPU-accelerated radiative transfer models based on the discrete ordinate method.
Comput. Phys. Commun.
Dmitry S. Efremenko, Diego G. Loyola, Adrian Doicu, Robert J. D. Spurr