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08/17/2023
Multi-fidelity Fourier Neural Operator for Fast Modeling of Large-Scale Geological Carbon Storage
Deep learning-based surrogate models have been widely applied in geologi...
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03/12/2022
Combining Deep Learning with Physics Based Features in Explosion-Earthquake Discrimination
This paper combines the power of deep-learning with the generalizability...
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02/03/2022
Learning Physics through Images: An Application to Wind-Driven Spatial Patterns
For centuries, scientists have observed nature to understand the laws th...
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10/22/2021
Deep Convolutional Autoencoders as Generic Feature Extractors in Seismological Applications
The idea of using a deep autoencoder to encode seismic waveform features...
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10/12/2021
Detecting Damage Building Using Real-time Crowdsourced Images and Transfer Learning
After significant earthquakes, we can see images posted on social media ...
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01/20/2019
