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What is the role of noise and uncertainty in neural network modelling? Almost 30 years of research and applications to karst aquifer modelling and flash-floods forecasting

Anne Johannet 1, 2 Guillaume Artigue 1, 2 Séverin Pistre 2 Marc Vinches 1, 2 Alain Dezetter 2 Carole Delenne 2 Yves Tramblay 2 
1 ERT - IMT Mines Alès - ERT
IMT - MINES ALES - IMT - MINES ALES, HSM - Hydrosciences Montpellier
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https://hal.mines-ales.fr/hal-03696112
Contributor : Guillaume Artigue Connect in order to contact the contributor
Submitted on : Wednesday, June 15, 2022 - 4:00:36 PM
Last modification on : Friday, July 1, 2022 - 3:11:55 AM

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Anne Johannet, Guillaume Artigue, Séverin Pistre, Marc Vinches, Alain Dezetter, et al.. What is the role of noise and uncertainty in neural network modelling? Almost 30 years of research and applications to karst aquifer modelling and flash-floods forecasting. HydroML Symposium, Jun 2022, Penn State, United States. 2022. ⟨hal-03696112⟩

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