Automatic development of deep neural networks for improving numerical meteorological forecast
This paper briefly describes the examples of deep learning applications to scientific and technical problems, as well as the difficulties that may arise with these applications. The paper shows the importance of the automatic development of deep neural networks. The paper verifies the possibility of...
Saved in:
| Date: | 2024 |
|---|---|
| Main Authors: | Doroshenko, А.Yu., Kushnirenko, R.V. |
| Format: | Article |
| Language: | Ukrainian |
| Published: |
PROBLEMS IN PROGRAMMING
2024
|
| Subjects: | |
| Online Access: | https://pp.isofts.kiev.ua/index.php/ojs1/article/view/607 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Journal Title: | Problems in programming |
| Download file: | |
Institution
Problems in programmingSimilar Items
Recurrent neural networks for the problem of improving numerical meteorological forecasts
by: Doroshenko, А.Yu., et al.
Published: (2023)
by: Doroshenko, А.Yu., et al.
Published: (2023)
Deeplearning-based approach to improving numerical weather forecasts
by: Doroshenko, А.Yu., et al.
Published: (2023)
by: Doroshenko, А.Yu., et al.
Published: (2023)
Application of machine learning to improving numerical weather prediction
by: Doroshenko, А.Yu., et al.
Published: (2020)
by: Doroshenko, А.Yu., et al.
Published: (2020)
Development of Meteorological forecasting web portal on multiprocessor platform
by: Beketov, O.G., et al.
Published: (2018)
by: Beketov, O.G., et al.
Published: (2018)
Variability assurance mechanisms in Software Product Line
by: Kolesnik, A.L.
Published: (2025)
by: Kolesnik, A.L.
Published: (2025)
Development of a spiral model of life cycle of the program systems
by: Alekseev, V.A., et al.
Published: (2015)
by: Alekseev, V.A., et al.
Published: (2015)
Применение статистических моделей в инженерии качества процессов производства программных систем
by: Matveeva, L.Е., et al.
Published: (2015)
by: Matveeva, L.Е., et al.
Published: (2015)
One of Approaches to maintenance inter-connection environments Visual Studio and Eclipse
by: Radetskyi, I.O.
Published: (2025)
by: Radetskyi, I.O.
Published: (2025)
Towards a possible Background for Synthesis of Programs with Reassignment of the non-monotone deductive System
by: Prihodko, P.P.
Published: (2015)
by: Prihodko, P.P.
Published: (2015)
Relations of logical consequence in composition nominative logics
by: Shkilnyak, S.S.
Published: (2025)
by: Shkilnyak, S.S.
Published: (2025)
Тechnology of security confidential information from inside threats
by: Antoniuk, A.A., et al.
Published: (2025)
by: Antoniuk, A.A., et al.
Published: (2025)
Approaches to configuring reusable assets
by: Kolesnik, A.L.
Published: (2025)
by: Kolesnik, A.L.
Published: (2025)
The descriptive foundations of the ontological platform
by: Redko, V.N, et al.
Published: (2026)
by: Redko, V.N, et al.
Published: (2026)
Compositional-nominative modal logics of the functional-equational level
by: Shkilniak, O.S.
Published: (2026)
by: Shkilniak, O.S.
Published: (2026)
Basic approaches for creating ontological graph-oriented description of application
by: Zakharova, O.V.
Published: (2026)
by: Zakharova, O.V.
Published: (2026)
Fuzzy models of multiagent systems in distributed environment
by: Parasyuk, I.N., et al.
Published: (2026)
by: Parasyuk, I.N., et al.
Published: (2026)
Problem of reengineering of legacy-software systems
by: Pashkovets, N.D., et al.
Published: (2026)
by: Pashkovets, N.D., et al.
Published: (2026)
Engineering of software development processes quality by means of Petri Nets
by: Matveeva, L.E.
Published: (2026)
by: Matveeva, L.E.
Published: (2026)
Specification Based Program Construction and Verification in Composition-Nominative Language CNLS
by: Bezverha, M.A., et al.
Published: (2026)
by: Bezverha, M.A., et al.
Published: (2026)
Query optimization from DL/1 (IMS) to sol
by: Anisimov, A.V., et al.
Published: (2026)
by: Anisimov, A.V., et al.
Published: (2026)
System of the automated carrying over of contents electronic documents in DB IS
by: Blazhko, A.A., et al.
Published: (2026)
by: Blazhko, A.A., et al.
Published: (2026)
Automated creation of rules fo data access control by resources using DBMS
by: Blazhko, A.A., et al.
Published: (2026)
by: Blazhko, A.A., et al.
Published: (2026)
Modelling technology based on fuzzy Bayesian belief networks
by: Parasyuk, I.M., et al.
Published: (2026)
by: Parasyuk, I.M., et al.
Published: (2026)
Ontological design of subject domain with problems of e-Science
by: Zinkovich, V.M.
Published: (2025)
by: Zinkovich, V.M.
Published: (2025)
Creating a digital twin in meteorological forecasting for a smart city on a mobile platform
by: Haidukevych, V.O., et al.
Published: (2023)
by: Haidukevych, V.O., et al.
Published: (2023)
Software package for adaptive training of robot controllers based on neural networks
by: Vitiuk, A.Y., et al.
Published: (2023)
by: Vitiuk, A.Y., et al.
Published: (2023)
About the implementation of meteorological forecast interfaces for mobile platforms
by: Haydukevich, Y.O., et al.
Published: (2023)
by: Haydukevich, Y.O., et al.
Published: (2023)
Autotuner and visualization for meteorological forecasting model
by: Ivanenko, P.A., et al.
Published: (2025)
by: Ivanenko, P.A., et al.
Published: (2025)
Virtual museum of informatics history in Siberia
by: Kasyanov, V.N., et al.
Published: (2015)
by: Kasyanov, V.N., et al.
Published: (2015)
Compositional logics of nominative data
by: Nikitchenko, M.S., et al.
Published: (2015)
by: Nikitchenko, M.S., et al.
Published: (2015)
Software model of genetic optimizer for regular neural networks in LabVIEW
by: Zherebko, V.A.
Published: (2025)
by: Zherebko, V.A.
Published: (2025)
Developing software model of neural network PID controller in LabVIEW
by: Zherebko, V.A., et al.
Published: (2025)
by: Zherebko, V.A., et al.
Published: (2025)
The problem of prediction of the transmission coefficient using neural networks with a limited quantity of data
by: Krysenko, Pavlo
Published: (2025)
by: Krysenko, Pavlo
Published: (2025)
APPLICATION OF DEEP LEARNING NEURAL NETWORK FOR CLASSIFICATION OF BIG DATA OF ASTRONOMIC OBSERVATIONS
by: Gorbunov, A. A., et al.
Published: (2017)
by: Gorbunov, A. A., et al.
Published: (2017)
Creation of an Internet portal providing meteorological forecasting services on multiprocessor platform
by: Doroshenko, А.Yu., et al.
Published: (2017)
by: Doroshenko, А.Yu., et al.
Published: (2017)
DESIGN OF A MATLAB GUI FOR SHORT-TERM SOLAR FORECASTING BASED ON DEEP LEARNING
by: Matushkin, D., et al.
Published: (2023)
by: Matushkin, D., et al.
Published: (2023)
Forecast scenarios for the development of the coal industry of Ukraine
by: Makarov V.M., et al.
Published: (2020)
by: Makarov V.M., et al.
Published: (2020)
Digital twins in intrusion detection systems based on deep learning
by: Letychevskyi, O.O., et al.
Published: (2025)
by: Letychevskyi, O.O., et al.
Published: (2025)
Автоматична оптимізація виконання для задачі метеорологічного прогнозування
by: Doroshenko, A.Yu., et al.
Published: (2015)
by: Doroshenko, A.Yu., et al.
Published: (2015)
Application of neural networks in OLAP-systems
by: Nabibayeva, G.Ch.
Published: (2024)
by: Nabibayeva, G.Ch.
Published: (2024)
Similar Items
-
Recurrent neural networks for the problem of improving numerical meteorological forecasts
by: Doroshenko, А.Yu., et al.
Published: (2023) -
Deeplearning-based approach to improving numerical weather forecasts
by: Doroshenko, А.Yu., et al.
Published: (2023) -
Application of machine learning to improving numerical weather prediction
by: Doroshenko, А.Yu., et al.
Published: (2020) -
Development of Meteorological forecasting web portal on multiprocessor platform
by: Beketov, O.G., et al.
Published: (2018) -
Variability assurance mechanisms in Software Product Line
by: Kolesnik, A.L.
Published: (2025)