Jesper Dramsch

The Rise of Data-Driven Weather Forecasting: A First Statistical Assessment of Machine Learning–Based Weather Forecasts in an Operational-Like Context

Zied Ben Bouallègue, Mariana Clare, Linus Magnusson et al. · Bulletin of the American Meteorological Society · 2024 · 148 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Deep-learning seismic facies on state-of-the-art CNN architectures

Jesper Dramsch, Mikael Lüthje · 2018 · 91 citations · Full text

Computing, Computer Science, Geophysics +17

Bayesian Convolutional Neural Networks for Seismic Facies Classification

Runhai Feng, Niels Balling, Darío Graña et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 90 citations · Full text

Computing, Earth Sciences, Geophysics +13

AIFS -- ECMWF's data-driven forecasting system

Simon Lang, Mihai Alexe, Matthew Chantry et al. · arXiv (Cornell University) · 2024 · 70 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +10

Rapid Seismic Domain Transfer: Seismic Velocity Inversion and Modeling Using Deep Generative Neural Networks

Lukas Mosser, W. Kimman, Jesper Dramsch et al. · Proceedings · 2018 · 61 citations · Full text

Natural Sciences, Earth Sciences, Geophysics +17