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 communications

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

Document type :

Poster communications

Domain :

Sciences of the Universe [physics] / Earth Sciences / Hydrology

Computer Science [cs] / Artificial Intelligence [cs.AI]

Complete list of metadata

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

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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