Showing 1–20 of 20 results
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Mar 10, 2026Two Teachers Better Than One: Hardware-Physics Co-Guided Distributed Scientific Machine LearningOct 11, 2024On a Hidden Property in Computational ImagingJan 6, 2024A Physics-guided Generative AI Toolkit for Geophysical MonitoringNov 7, 2023DeFault: Deep-learning-based Fault Delineation Using the IBDP Passive Seismic Data at the Decatur CO2 Storage SiteOct 14, 2023Edge-InversionNet: Enabling Efficient Inference of InversionNet on Edge DevicesJun 21, 2023$\mathbf{\mathbb{E}^{FWI}}$: Multi-parameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical PropertiesJun 14, 2023HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack PropagationMay 25, 2023Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical InvarianceApr 10, 2023Battle Against Fluctuating Quantum Noise: Compression-Aided Framework to Enable Robust Quantum Neural NetworkFeb 3, 2022Extremely Weak Supervision Inversion of Multi-physical PropertiesNov 28, 2021On the Robustness and Generalization of Deep Learning Driven Full Waveform InversionJun 22, 2021Making Invisible Visible: Data-Driven Seismic Inversion with Spatio-temporally Constrained Data AugmentationMay 25, 2021Connect the Dots: In Situ 4D Seismic Monitoring of CO2 Storage with Spatio-temporal CNNsSep 3, 2020Physics-Consistent Data-driven Waveform Inversion with Adaptive Data AugmentationNov 10, 2019SeismoGen: Seismic Waveform Synthesis Using Generative Adversarial NetworksNov 4, 2019Forecasting Megaelectron-Volt Electrons inside Earth's Outer Radiation Belt: PreMevE 2.0 Based on Supervised Machine Learning AlgorithmsOct 13, 2018A Data-Driven CO2 Leakage Detection Using Seismic Data and Spatial-Temporal Densely Connected Convolutional Neural NetworksSep 26, 2018Data-driven Seismic Waveform Inversion: A Study on the Robustness and GeneralizationOct 11, 2017Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning AlgorithmSep 12, 2017Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application