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Dávid Markovics

Observed names: David Markovics, Markovics, D., Markovics, Dávid
ORCID: 0009-0005-2848-2296
Observed ORCID: 0009-0005-2848-2296
OpenAlex ID: A5090547435
Comparison of machine learning methods for photovoltaic power forecasting based on numerical weather prediction
2022 · Dávid Markovics, Martin János Mayer · Renewable and Sustainable Energy Reviews · 547
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The complexity and dimensionality of making deterministic photovoltaic power forecasts from ensemble numerical weather prediction
2025 · Martin János Mayer, Dazhi Yang, et al. · Energy Conversion and Management · 18
Quality and economic value of operational photovoltaic power forecasts in the day-ahead market
2026 · Martin János Mayer, Dazhi Yang, et al. · Energy Conversion and Management · 7
Investigating the effect of training time for machine learning based photovoltaic power forecasting
2022 · David Markovics, Martin Janos Mayer · International Youth Conference on Energy · 5
Short-term imbalance forecasting with machine learning for proactive mFRR controlling
2024 · Dávid Markovics, Martin János Mayer, et al. · International Youth Conference on Energy · 2
Size Effects and Non-Fourier Thermal Behaviour in Rocks
2020 · Fehér, A., Markovics, D., et al. · Repository of the Academy's Library (Library of the Hungarian Academy of Sciences) · 2
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A unified benchmark of deep learning and classical machine learning models for weather-based solar power forecasting: Balancing complexity and skill
2026 · Dávid Markovics, Gergő Bendegúz Békési, et al. · Energy and AI · 1
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Cost of photovoltaic power forecast errors based on machine learning, numerical weather prediction and real-time measurements
2025 · Dávid Markovics, Martin János Mayer · Conference record of the IEEE Photovoltaic Specialists Conference · 1
Operational Satellite-Based Photovoltaic Power Nowcasting via Optimized Irradiance Retrieval and Physical Model Chain
2026 · Markovics, Dávid, Dobák, Dávid, et al. · EU PVSEC
Advanced predictor selection for post-processing of global horizontal irradiance forecasts with stepwise machine learning regression
2026 · Dávid Markovics, Viktória Soós, et al. · Solar Energy
Comparative Analysis of Machine Learning Algorithms for Hungarian Day-Ahead Market Price Forecasting with BESS-Based Linear Optimization
2025 · Ákos Papik, Dávid Markovics · International Youth Conference on Energy
Application Possibilities of Energy Storage Systems in Electricity Balancing
2025 · Bálint Békési, Dávid Markovics · International Youth Conference on Energy
Solar Power Forecasting Using Machine Learning and ECMWF Weather Variables
2025 · Viktória Soós, Dávid Markovics, et al. · International Youth Conference on Energy
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Total Load Forecasting of a Bidding Zone with Machine Learning Considering the Effect of Small-Scale Photovoltaic Generation
2025 · Dávid Markovics, Attila Fábian, et al. · International Youth Conference on Energy
Works count: 14
Citation count: 583
H-index: 4
I10-index: 2
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