Chemistry | Earth Sciences | Materials Science Non-negative matrix factorization-aided phase unmixing and trace element quantification of STEM-EDXS data. May 28, 2024
Earth Sciences | Geophysics | Machine Learning Physics-informed neural network reconciles Australian displacements and tectonic stresses. December 28, 2023
Earth Sciences | Ecology | Environmental Science Diagnosing evapotranspiration responses to water deficit across biomes using deep learning. August 25, 2023
Earth Sciences | Geology | Volcanology Lava dome cycles reveal rise and fall of magma column at Popocatépetl volcano. June 5, 2023
Earth Sciences | Geoinformatics | Remote Sensing Deep learning and data fusion to estimate surface soil moisture from multi-sensor satellite images. February 8, 2023
Earth Sciences | Geophysics | Seismology Physics-informed deep learning approach for modeling crustal deformation. November 19, 2022
Earth Sciences | Environmental Science Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning. November 9, 2022
Earth Sciences | Geophysics | Seismology Hierarchical Exploration of Continuous Seismograms With Unsupervised Learning. July 31, 2022
Earth Sciences | Geotechnical Engineering UNetGE: A U-Net-Based Software at Automatic Grain Extraction for Image Analysis of the Grain Size and Shape Characteristics. July 28, 2022
Earth Sciences | Geology | Petrology Generative adversarial networks for reconstruction of three-dimensional porous media from two-dimensional slices. March 16, 2022
Climate science | Earth Sciences | oceanography Purely satellite data-driven deep learning forecast of complicated tropical instability waves. August 24, 2020
Earth Sciences | Machine Learning | Seismology Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning. August 9, 2020