70 years of machine learning in geoscience in review

70 years of machine learning in geoscience in review

16 June 2020

Jesper Sören Dramsch

Papers citing "70 years of machine learning in geoscience in review"

9 / 9 papers shown

Title
An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical Zone Ijazul Haq Byung Suk Lee Donna M. Rizzo J. Perdrial AI4TS 42 5 0 14 Sep 2023
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review Sibo Cheng César Quilodrán-Casas Said Ouala A. Farchi Che Liu ... Weiping Ding Yike Guo A. Carrassi Marc Bocquet Rossella Arcucci AI4CE 32 124 0 18 Mar 2023
Using explainability to design physics-aware CNNs for solving subsurface inverse problems J. Crocker Krishna Kumar B. Cox 17 9 0 16 Nov 2022
PetroGAN: A novel GAN-based approach to generate realistic, label-free petrographic datasets I. Ferreira L. Ochoa A. Koeshidayatullah GAN 18 1 0 07 Apr 2022
A spatio-temporal LSTM model to forecast across multiple temporal and spatial scales Yihao Hu Fearghal O'Donncha Paul Palmes M. Burke R. Filgueira Jon Grant AI4TS 22 40 0 26 Aug 2021
End-to-End Intelligent Framework for Rockfall Detection Thanasis Zoumpekas Anna Puig Maria Salamó David García-Sellés Laura Blanco Nuñez M. Guinau 16 10 0 12 Feb 2021
A Survey on Mathematical Aspects of Machine Learning in GeoPhysics: The Cases of Weather Forecast, Wind Energy, Wave Energy, Oil and Gas Exploration Miroslav Kosanic V. Milutinovic AI4CE 13 3 0 05 Feb 2021
Complex-valued neural networks for machine learning on non-stationary physical data Jesper Sören Dramsch M. Lüthje Anders Christensen 33 35 0 29 May 2019
Stochastic seismic waveform inversion using generative adversarial networks as a geological prior L. Mosser O. Dubrule M. Blunt GAN AI4CE 89 206 0 10 Jun 2018