Machine Learning Predicts Laboratory Earthquakes
Rouet‐Leduc, Bertrand, Hulbert, Claudia, Lubbers, Nicholas, Barros, Kipton, Humphreys, Colin J., Johnson, Paul A.
Published in Geophysical research letters (28.09.2017)
Published in Geophysical research letters (28.09.2017)
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Journal Article
Probing Slow Earthquakes With Deep Learning
Rouet‐Leduc, Bertrand, Hulbert, Claudia, McBrearty, Ian W., Johnson, Paul A.
Published in Geophysical research letters (28.02.2020)
Published in Geophysical research letters (28.02.2020)
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Journal Article
Mapping Glacier Basal Sliding Applying Machine Learning
Umlauft, Josefine, Johnson, Christopher W., Roux, Philippe, Trugman, Daniel Taylor, Lecointre, Albanne, Walpersdorf, Andrea, Nanni, Ugo, Gimbert, Florent, Rouet‐Leduc, Bertrand, Hulbert, Claudia, Lüdtke, Stefan, Marton, Sascha, Johnson, Paul A.
Published in Journal of geophysical research. Earth surface (01.11.2023)
Published in Journal of geophysical research. Earth surface (01.11.2023)
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Journal Article
Continuous chatter of the Cascadia subduction zone revealed by machine learning
Rouet-Leduc, Bertrand, Hulbert, Claudia, Johnson, Paul A.
Published in Nature geoscience (01.01.2019)
Published in Nature geoscience (01.01.2019)
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Journal Article
Instantaneous tracking of earthquake growth with elastogravity signals
Licciardi, Andrea, Bletery, Quentin, Rouet-Leduc, Bertrand, Ampuero, Jean-Paul, Juhel, Kévin
Published in Nature (London) (09.06.2022)
Published in Nature (London) (09.06.2022)
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Journal Article
Laboratory earthquake forecasting: A machine learning competition
Johnson, Paul A., Rouet-Leduc, Bertrand, Pyrak-Nolte, Laura J., Beroza, Gregory C., Marone, Chris J., Hulbert, Claudia, Howard, Addison, Singer, Philipp, Gordeev, Dmitry, Karaflos, Dimosthenis, Levinson, Corey J., Pfeiffer, Pascal, Puk, Kin Ming, Reade, Walter
Published in Proceedings of the National Academy of Sciences - PNAS (02.02.2021)
Published in Proceedings of the National Academy of Sciences - PNAS (02.02.2021)
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Journal Article
Advancing the Limits of InSAR to Detect Crustal Displacement from Low-Magnitude Earthquakes through Deep Learning
Reinisch, Elena C, Abolt, Charles J, Swanson, Erika M, Rouet-Leduc, Bertrand, Snyder, Emily E, Sivaraj, Kavya, Solander, Kurt C
Published in Remote sensing (Basel, Switzerland) (01.06.2024)
Published in Remote sensing (Basel, Switzerland) (01.06.2024)
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Journal Article
Nanocathodoluminescence Reveals Mitigation of the Stark Shift in InGaN Quantum Wells by Si Doping
Griffiths, James T, Zhang, Siyuan, Rouet-Leduc, Bertrand, Fu, Wai Yuen, Bao, An, Zhu, Dandan, Wallis, David J, Howkins, Ashley, Boyd, Ian, Stowe, David, Kappers, Menno J, Humphreys, Colin J, Oliver, Rachel A
Published in Nano letters (11.11.2015)
Published in Nano letters (11.11.2015)
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Journal Article
A multi-disciplinary view on earthquake science
Published in Nature communications
(09.12.2022)
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Transcript
Similarity of fast and slow earthquakes illuminated by machine learning
Hulbert, Claudia, Rouet-Leduc, Bertrand, Johnson, Paul A., Ren, Christopher X., Rivière, Jacques, Bolton, David C., Marone, Chris
Published in Nature geoscience (01.01.2019)
Published in Nature geoscience (01.01.2019)
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Journal Article
Optimisation of GaN LEDs and the reduction of efficiency droop using active machine learning
Rouet-Leduc, Bertrand, Barros, Kipton, Lookman, Turab, Humphreys, Colin J.
Published in Scientific reports (26.04.2016)
Published in Scientific reports (26.04.2016)
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Journal Article
Tremor Waveform Extraction and Automatic Location With Neural Network Interpretation
Hulbert, Claudia, Jolivet, Romain, Gardonio, Blandine, Johnson, Paul A., Ren, Christopher X., Rouet-Leduc, Bertrand
Published in IEEE transactions on geoscience and remote sensing (2022)
Published in IEEE transactions on geoscience and remote sensing (2022)
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Journal Article
Distributed Database Kriging for Adaptive Sampling (D2KAS)
Roehm, Dominic, Pavel, Robert S., Barros, Kipton, Rouet-Leduc, Bertrand, McPherson, Allen L., Germann, Timothy C., Junghans, Christoph
Published in Computer physics communications (01.07.2015)
Published in Computer physics communications (01.07.2015)
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