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; Guillaume Artigue; Séverin Pistre; Marc Vinches; Alain Dezetter; Carole Delenne; Yves Tramblay

Poster de conférence

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

2 HSM - Hydrosciences Montpellier

Keywords : neural networks noise uncertainty flash floods karst

Type de document :

Poster de conférence

Domaine :

Planète et Univers [physics] / Sciences de la Terre / Hydrologie

Informatique [cs] / Intelligence artificielle [cs.AI]

Liste complète des métadonnées

https://hal.mines-ales.fr/hal-03696112
Contributeur : Guillaume Artigue Connectez-vous pour contacter le contributeur
Soumis le : mercredi 15 juin 2022 - 16:00:36
Dernière modification le : jeudi 13 octobre 2022 - 08:18:45

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

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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

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