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Ralf Mikut — most-cited papers & profile · Time Series
← authors
·
overview
Ralf Mikut
12
papers ·
70
citations ·
43
h-index
Karlsruhe Institute of Technology · Applied Materials (United Kingdom)
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Most-cited papers
Transformer Training Strategies for Forecasting Multiple Load Time Series
2023 · 23 citations
Probabilistic Solar Power Forecasting: Long Short-Term Memory Network vs Simpler Approaches
2021 · 3 citations
Creating Probabilistic Forecasts from Arbitrary Deterministic Forecasts using Conditional Invertible Neural Networks
2023
ProbPNN: Enhancing Deep Probabilistic Forecasting with Statistical Information
2023
On autoregressive deep learning models for day-ahead wind power forecasting with irregular shutdowns due to redispatching
2024
Top co-authors
Veit Hagenmeyer
· 4
Benedikt Heidrich
· 3
Kaleb Phipps
· 2
Marian Turowski
· 2
Maximilian Beichter
· 2
Oliver Neumann
· 2
Benjamin Sch\"afer
· 1
Jorge Angel Gonzalez Ordiano
· 1
Markus Zdrallek
· 1
Matthias Hertel
· 1
Mehdi Dado
· 1
Moritz Wittig
· 1
Topics
Domain — Energy/Weather
Probabilistic
Transformer Forecasters
Linear & Patch Models