Martin Gauch

Martin Gauch

Johannes Kepler Universität Linz - Linz / Austria
Engineering & Technology / Computer Science
AD Scientific Index ID: 4850268
Johannes Kepler University Linz
person_outline Martin Gauch's MOST POPULAR ARTICLES
1-) Rainfall–runoff prediction at multiple timescales with a single Long Short-Term Memory networkM Gauch, F Kratzert, D Klotz, G Nearing, J Lin, S HochreiterHydrology and Earth System Sciences 25 (4), 2045-2062, 2021782021
2-) Deep learning rainfall–runoff predictions of extreme eventsJM Frame, F Kratzert, D Klotz, M Gauch, G Shalev, O Gilon, LM Qualls, ...Hydrology and Earth System Sciences 26 (13), 3377-3392, 2022
3-) The proper care and feeding of CAMELS: How limited training data affects streamflow predictionM Gauch, J Mai, J LinEnvironmental Modelling & Software 135, 104926, 20211222021
4-) Uncertainty estimation with deep learning for rainfall–runoff modelingD Klotz, F Kratzert, M Gauch, A Keefe Sampson, J Brandstetter, ...Hydrology and Earth System Sciences 26 (6), 1673-1693, 20221292022
5-) Caravan-A global community dataset for large-sample hydrologyF Kratzert, G Nearing, N Addor, T Erickson, M Gauch, O Gilon, ...Scientific Data 10 (1), 61, 2023