Using a physics-informed neural network and fault zone acoustic monitoring to predict lab earthquakes
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DOI: 10.1038/s41467-023-39377-6
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- Domenico Giardini, 2009. "Geothermal quake risks must be faced," Nature, Nature, vol. 462(7275), pages 848-849, December.
- Sylvain Michel & Adriano Gualandi & Jean-Philippe Avouac, 2019. "Similar scaling laws for earthquakes and Cascadia slow-slip events," Nature, Nature, vol. 574(7779), pages 522-526, October.
- J. R. Leeman & D. M. Saffer & M. M. Scuderi & C. Marone, 2016. "Laboratory observations of slow earthquakes and the spectrum of tectonic fault slip modes," Nature Communications, Nature, vol. 7(1), pages 1-6, September.
- Gaucher, Emmanuel & Schoenball, Martin & Heidbach, Oliver & Zang, Arno & Fokker, Peter A. & van Wees, Jan-Diederik & Kohl, Thomas, 2015. "Induced seismicity in geothermal reservoirs: A review of forecasting approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1473-1490.
- Kun Wang & Christopher W. Johnson & Kane C. Bennett & Paul A. Johnson, 2021. "Predicting fault slip via transfer learning," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
- Fenglin Niu & Paul G. Silver & Thomas M. Daley & Xin Cheng & Ernest L. Majer, 2008. "Preseismic velocity changes observed from active source monitoring at the Parkfield SAFOD drill site," Nature, Nature, vol. 454(7201), pages 204-208, July.
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- Yu, Zhengxin & Ren, Longfei & Li, Lang & Dai, Chaoqing & Wang, Yueyue, 2024. "Data-driven prediction of vortex solitons and multipole solitons in whispering gallery mode microresonator," Chaos, Solitons & Fractals, Elsevier, vol. 188(C).
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