Environmental Sciences | Geosciences CO Storage Monitoring via Time-Lapse Full Waveform Inversion with Automatic Differentiation. January 22, 2024
Environmental Science | Geosciences Interpretability of simple RNN and GRU deep learning models used to map land susceptibility to gully erosion. September 11, 2023
Archaeobotany | Botany | Geoarchaeology | Geosciences | Palaeobotany Applications of Microct Imaging to Archaeobotanical Research. June 26, 2023
Geosciences | Meteorology Predicting wind-driven spatial deposition through simulated color images using deep autoencoders. January 25, 2023
Atmospheric Science | Geosciences The Short-Term Prediction of Length of Day Using 1D Convolutional Neural Networks (1D CNN). December 11, 2022
Data Analytics | Geosciences On the generation of realistic synthetic petrographic datasets using a style-based GAN. July 28, 2022
Climate science | Environmental Science | Geosciences Interannual and seasonal variations of permafrost thaw depth on the Qinghai-Tibetan plateau: A comparative study using long short-term memory, convolutional neural networks, and random forest. May 15, 2022
Ecosystem Sciences | Geosciences | Hydrology From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling. October 14, 2021
Environmental Science | Geosciences | Soil Conservation Evaluation of different boosting ensemble machine learning models and novel deep learning and boosting framework for head-cut gully erosion susceptibility. January 30, 2021
Environmental Science | Geosciences | Hydrology Novel Ensemble Approach of Deep Learning Neural Network (DLNN) Model and Particle Swarm Optimization (PSO) Algorithm for Prediction of Gully Erosion Susceptibility. October 3, 2020
Data Science | Environmental Science | Geosciences | Remote Sensing Landslide Susceptibility Prediction Modeling Based on Remote Sensing and a Novel Deep Learning Algorithm of a Cascade-Parallel Recurrent Neural Network. March 17, 2020