Earth Sciences | Geophysics | Seismology Hierarchical Exploration of Continuous Seismograms With Unsupervised Learning. July 31, 2022
Geophysics | Seismology A Self-Supervised Deep Learning Method for Seismic Data Deblending Using a Blind-Trace Network. July 14, 2022
Earthquake Science | Geophysics Instantaneous tracking of earthquake growth with elastogravity signals. May 11, 2022
Artificial Intelligence | Geophysics | Mining Engineering FDNet: Knowledge and Data Fusion-Driven Deep Neural Network for Coal Burst Prediction. April 23, 2022
Deep Learning | Geophysics | Hydrology Bridging the gap between GRACE and GRACE-FO missions with deep learning aided water storage simulations. March 26, 2022
Computer Science | Earthquake Engineering | Geophysics P-Wave detection using deep learning in time and frequency domain for imbalanced dataset. January 6, 2022
Earth Science | Geophysics Autonomous extraction of millimeter-scale deformation in InSAR time series using deep learning. November 11, 2021
Data Science | Geophysics | Seismology Deep Neural Networks for Detection and Location of Microseismic Events and Velocity Model Inversion from Microseismic Data Acquired by Distributed Acoustic Sensing Array. October 13, 2021
Geophysics | Machine Learning | Signal Processing Recovery of Ionospheric Signals Using Fully Convolutional DenseNet and Its Challenges. October 13, 2021
Carbon Storage Management | Geophysics Physics-informed deep learning for prediction of CO storage site response. June 6, 2021
Geophysics | Marine Geology | oceanography Towards Characterizing and Developing Formation and Migration Cues in Seafloor Sand Waves on Topology, Morphology, Evolution from High-Resolution Mapping via Side-Scan Sonar in Autonomous Underwater Vehicles. June 2, 2021
Geophysics | Glaciology | Remote Sensing Automatic delineation of glacier grounding lines in differential interferometric synthetic-aperture radar data using deep learning. March 3, 2021