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Showing 1 to 12 of 39 entries
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Machine learning for data-driven discovery in solid Earth geoscience

Geoscience Opportunities for Leadership in Diversity AND Program Evaluation

Bergen KJ, Beroza GC, de MV, Johnson PA.
GSID: oKtahfl7JWMJ
KJ Bergen, PA Johnson, MV de Hoop, GC Beroza - Science, 2019 - science.org

Understanding the behavior of Earth through the diverse fields of the solid Earth geosciences is an increasingly important task. It is made challenging by the complex, interacting, and multiscale processes needed to understand Earth's behavior and by the inaccessibility...

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Bergen, K. J., Johnson, P. A., de Hoop, M. V., & Beroza, G. C. (2019). Machine learning for data-driven discovery in solid Earth geoscience. Science, 363(6433), eaau0323.
Bergen, Karianne J., et al. "Machine learning for data-driven discovery in solid Earth geoscience." Science 363.6433 (2019): eaau0323.
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Shallow Dynamic Overshoot and Energetic Deep Rupture in the 2011 Mw 9.0 Tohoku-Oki Earthquake

field stations

Baltay A, Beroza GC, Ide S.
GSID: f7aA-R4mR4QJ
S Ide, A Baltay, GC Beroza - Science, 2011 - science.org

Strong spatial variation of rupture characteristics in the moment magnitude (M w) 9.0 Tohoku-Oki megathrust earthquake controlled both the strength of shaking and the size of the …

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Ide, S., Baltay, A., & Beroza, G. C. (2011). Shallow dynamic overshoot and energetic deep rupture in the 2011 M w 9.0 Tohoku-Oki earthquake. Science, 332(6036), 1426-1429.
Ide, Satoshi, Annemarie Baltay, and Gregory C. Beroza. "Shallow dynamic overshoot and energetic deep rupture in the 2011 M w 9.0 Tohoku-Oki earthquake." Science 332.6036 (2011): 1426-1429.
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Chemoproteomics as a basis for post-genomic drug discovery.

Drug discovery today

Beroza P, Villar HO, Wick MM, Martin GR.
PMID: 12546968
Drug Discov Today. 2002 Aug 01;7(15):807-14. doi: 10.1016/s1359-6446(02)02371-1.

The large number of small organic compounds now available for drug-lead screening has led to numerous methods for classifying molecular similarity and diversity, the aim being to restore a balance between the quantity and drug-like quality of compounds in...

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Beroza P, Villar HO, Wick MM, et al. Chemoproteomics as a basis for post-genomic drug discovery. Drug Discov Today. 2002;7(15):807-14doi: 10.1016/s1359-6446(02)02371-1.
Beroza, P., Villar, H. O., Wick, M. M., & Martin, G. R. (2002). Chemoproteomics as a basis for post-genomic drug discovery. Drug discovery today, 7(15), 807-14. https://doi.org/10.1016/s1359-6446(02)02371-1
Beroza, Paul, et al. "Chemoproteomics as a basis for post-genomic drug discovery." Drug discovery today vol. 7,15 (2002): 807-14. doi: https://doi.org/10.1016/s1359-6446(02)02371-1
Beroza P, Villar HO, Wick MM, Martin GR. Chemoproteomics as a basis for post-genomic drug discovery. Drug Discov Today. 2002 Aug 01;7(15):807-14. doi: 10.1016/s1359-6446(02)02371-1. PMID: 12546968.
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Isolation and Identification of the Sex Attractant of the American Cockroach.

Science (New York, N.Y.)

Jacobson M, Beroza M, Yamamoto RT.
PMID: 17752024
Science. 1963 Jan 04;139(3549):48-9. doi: 10.1126/science.139.3549.48.

The highly potent sex attractant of the female American cockroach, Periplaneta americana (L.), has been isolated in pure form and identified as 2,2-dimethyl-3-isopropylidene-cyclopropyl propionate. The hydrogenated form of the attractant has been synthesized.

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Jacobson M, Beroza M, Yamamoto RT. Isolation and Identification of the Sex Attractant of the American Cockroach. Science. 1963;139(3549):48-9doi: 10.1126/science.139.3549.48.
Jacobson, M., Beroza, M., & Yamamoto, R. T. (1963). Isolation and Identification of the Sex Attractant of the American Cockroach. Science (New York, N.Y.), 139(3549), 48-9. https://doi.org/10.1126/science.139.3549.48
Jacobson, M, et al. "Isolation and Identification of the Sex Attractant of the American Cockroach." Science (New York, N.Y.) vol. 139,3549 (1963): 48-9. doi: https://doi.org/10.1126/science.139.3549.48
Jacobson M, Beroza M, Yamamoto RT. Isolation and Identification of the Sex Attractant of the American Cockroach. Science. 1963 Jan 04;139(3549):48-9. doi: 10.1126/science.139.3549.48. PMID: 17752024.
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Machine learning for data-driven discovery in solid Earth geoscience.

Science (New York, N.Y.)

Bergen KJ, Johnson PA, de Hoop MV, Beroza GC.
PMID: 30898903
Science. 2019 Mar 22;363(6433). doi: 10.1126/science.aau0323.

Understanding the behavior of Earth through the diverse fields of the solid Earth geosciences is an increasingly important task. It is made challenging by the complex, interacting, and multiscale processes needed to understand Earth's behavior and by the inaccessibility...

Cite
Bergen KJ, Johnson PA, de Hoop MV, et al. Machine learning for data-driven discovery in solid Earth geoscience. Science. 2019;363(6433)doi: 10.1126/science.aau0323.
Bergen, K. J., Johnson, P. A., de Hoop, M. V., & Beroza, G. C. (2019). Machine learning for data-driven discovery in solid Earth geoscience. Science (New York, N.Y.), 363(6433), . https://doi.org/10.1126/science.aau0323
Bergen, Karianne J, et al. "Machine learning for data-driven discovery in solid Earth geoscience." Science (New York, N.Y.) vol. 363,6433 (2019). doi: https://doi.org/10.1126/science.aau0323
Bergen KJ, Johnson PA, de Hoop MV, Beroza GC. Machine learning for data-driven discovery in solid Earth geoscience. Science. 2019 Mar 22;363(6433). doi: 10.1126/science.aau0323. PMID: 30898903.
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Ambient noise Love wave attenuation tomography for the LASSIE array across the Los Angeles basin.

Science advances

Liu X, Beroza GC, Yang L, Ellsworth WL.
PMID: 34049887
Sci Adv. 2021 May 28;7(22). doi: 10.1126/sciadv.abe1030. Print 2021 May.

The Los Angeles basin is located within the North America-Pacific plate boundary and contains multiple earthquake faults that threaten greater Los Angeles. Seismic attenuation tomography has the potential to provide important constraints on wave propagation in the basin and...

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Liu X, Beroza GC, Yang L, et al. Ambient noise Love wave attenuation tomography for the LASSIE array across the Los Angeles basin. Sci Adv. 2021;7(22)doi: 10.1126/sciadv.abe1030.
Liu, X., Beroza, G. C., Yang, L., & Ellsworth, W. L. (2021). Ambient noise Love wave attenuation tomography for the LASSIE array across the Los Angeles basin. Science advances, 7(22), . https://doi.org/10.1126/sciadv.abe1030
Liu, Xin, et al. "Ambient noise Love wave attenuation tomography for the LASSIE array across the Los Angeles basin." Science advances vol. 7,22 (2021). doi: https://doi.org/10.1126/sciadv.abe1030
Liu X, Beroza GC, Yang L, Ellsworth WL. Ambient noise Love wave attenuation tomography for the LASSIE array across the Los Angeles basin. Sci Adv. 2021 May 28;7(22). doi: 10.1126/sciadv.abe1030. Print 2021 May. PMID: 34049887; PMCID: PMC8163076.
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Earthquake transformer-an attentive deep-learning model for simultaneous earthquake detection and phase picking.

Nature communications

Mousavi SM, Ellsworth WL, Zhu W, Chuang LY, Beroza GC.
PMID: 32770023
Nat Commun. 2020 Aug 07;11(1):3952. doi: 10.1038/s41467-020-17591-w.

Earthquake signal detection and seismic phase picking are challenging tasks in the processing of noisy data and the monitoring of microearthquakes. Here we present a global deep-learning model for simultaneous earthquake detection and phase picking. Performing these two related...

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Mousavi SM, Ellsworth WL, Zhu W, et al. Earthquake transformer-an attentive deep-learning model for simultaneous earthquake detection and phase picking. Nat Commun. 2020;11(1):3952doi: 10.1038/s41467-020-17591-w.
Mousavi, S. M., Ellsworth, W. L., Zhu, W., Chuang, L. Y., & Beroza, G. C. (2020). Earthquake transformer-an attentive deep-learning model for simultaneous earthquake detection and phase picking. Nature communications, 11(1), 3952. https://doi.org/10.1038/s41467-020-17591-w
Mousavi, S Mostafa, et al. "Earthquake transformer-an attentive deep-learning model for simultaneous earthquake detection and phase picking." Nature communications vol. 11,1 (2020): 3952. doi: https://doi.org/10.1038/s41467-020-17591-w
Mousavi SM, Ellsworth WL, Zhu W, Chuang LY, Beroza GC. Earthquake transformer-an attentive deep-learning model for simultaneous earthquake detection and phase picking. Nat Commun. 2020 Aug 07;11(1):3952. doi: 10.1038/s41467-020-17591-w. PMID: 32770023; PMCID: PMC7415159.
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Chemical Insect Attractants: Insects promote their own destruction in responding to traps baited with specific lures.

Science (New York, N.Y.)

Jacobson M, Beroza M.
PMID: 17799834
Science. 1963 Jun 28;140(3574):1367-73. doi: 10.1126/science.140.3574.1367.

Many insects depend on odors to lead them to sources that supply their basic needs. Knowledge of these behavioral patterns helps to combat insects of economic importance. For example, attractants in traps offer a remarkably simple means of detecting...

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Jacobson M, Beroza M. Chemical Insect Attractants: Insects promote their own destruction in responding to traps baited with specific lures. Science. 1963;140(3574):1367-73doi: 10.1126/science.140.3574.1367.
Jacobson, M., & Beroza, M. (1963). Chemical Insect Attractants: Insects promote their own destruction in responding to traps baited with specific lures. Science (New York, N.Y.), 140(3574), 1367-73. https://doi.org/10.1126/science.140.3574.1367
Jacobson, M, and Beroza, M. "Chemical Insect Attractants: Insects promote their own destruction in responding to traps baited with specific lures." Science (New York, N.Y.) vol. 140,3574 (1963): 1367-73. doi: https://doi.org/10.1126/science.140.3574.1367
Jacobson M, Beroza M. Chemical Insect Attractants: Insects promote their own destruction in responding to traps baited with specific lures. Science. 1963 Jun 28;140(3574):1367-73. doi: 10.1126/science.140.3574.1367. PMID: 17799834.
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Isolation, Identification, and Synthesis of the Sex Attractant of Gypsy Moth.

Science (New York, N.Y.)

Jacobson M, Beroza M, Jones WA.
PMID: 17820671
Science. 1960 Oct 14;132(3433):1011-2. doi: 10.1126/science.132.3433.1011.

The extremely potent sex attractant of the female gypsy moth has been isolated in pure form and identified as dextrorotatory 10-acetoxy-1-hydroxy-cis-7-hexadecene. The dl-form of the attractant has been synthesized.

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Jacobson M, Beroza M, Jones WA. Isolation, Identification, and Synthesis of the Sex Attractant of Gypsy Moth. Science. 1960;132(3433):1011-2doi: 10.1126/science.132.3433.1011.
Jacobson, M., Beroza, M., & Jones, W. A. (1960). Isolation, Identification, and Synthesis of the Sex Attractant of Gypsy Moth. Science (New York, N.Y.), 132(3433), 1011-2. https://doi.org/10.1126/science.132.3433.1011
Jacobson, M, et al. "Isolation, Identification, and Synthesis of the Sex Attractant of Gypsy Moth." Science (New York, N.Y.) vol. 132,3433 (1960): 1011-2. doi: https://doi.org/10.1126/science.132.3433.1011
Jacobson M, Beroza M, Jones WA. Isolation, Identification, and Synthesis of the Sex Attractant of Gypsy Moth. Science. 1960 Oct 14;132(3433):1011-2. doi: 10.1126/science.132.3433.1011. PMID: 17820671.
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The nature of the landers-mojave earthquake line.

Science (New York, N.Y.)

Nur A, Ron H, Beroza GC.
PMID: 17829278
Science. 1993 Jul 09;261(5118):201-3. doi: 10.1126/science.261.5118.201.

The Landers, California, earthquake of 28 June 1992 (magnitude = 7.3) is the latest of six significant earthquakes in the past 60 years whose epicenters and slip directions define a 100-kilometer alignment running approximately N15 degrees W across the...

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Nur A, Ron H, Beroza GC. The nature of the landers-mojave earthquake line. Science. 1993;261(5118):201-3doi: 10.1126/science.261.5118.201.
Nur, A., Ron, H., & Beroza, G. C. (1993). The nature of the landers-mojave earthquake line. Science (New York, N.Y.), 261(5118), 201-3. https://doi.org/10.1126/science.261.5118.201
Nur, A, et al. "The nature of the landers-mojave earthquake line." Science (New York, N.Y.) vol. 261,5118 (1993): 201-3. doi: https://doi.org/10.1126/science.261.5118.201
Nur A, Ron H, Beroza GC. The nature of the landers-mojave earthquake line. Science. 1993 Jul 09;261(5118):201-3. doi: 10.1126/science.261.5118.201. PMID: 17829278.
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The cape mendocino, california, earthquakes of april 1992: subduction at the triple junction.

Science (New York, N.Y.)

Oppenheimer D, Eaton J, Jayko A, Lisowski M, Marshall G, Murray M, Simpson R, Stein R, Beroza G, Magee M, Carver G, Dengler L, McPherson R, Gee L, Romanowicz B, Gonzalez F, Li WH, Satake K, Somerville P, Valentine D.
PMID: 17770022
Science. 1993 Jul 23;261(5120):433-8. doi: 10.1126/science.261.5120.433.

The 25 April 1992 magnitude 7.1 Cape Mendocino thrust earthquake demonstrated that the North America-Gorda plate boundary is seismogenic and illustrated hazards that could result from much larger earthquakes forecast for the Cascadia region. The shock occurred just north...

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Oppenheimer D, Eaton J, Jayko A, et al. The cape mendocino, california, earthquakes of april 1992: subduction at the triple junction. Science. 1993;261(5120):433-8doi: 10.1126/science.261.5120.433.
Oppenheimer, D., Eaton, J., Jayko, A., Lisowski, M., Marshall, G., Murray, M., Simpson, R., Stein, R., Beroza, G., Magee, M., Carver, G., Dengler, L., McPherson, R., Gee, L., Romanowicz, B., Gonzalez, F., Li, W. H., Satake, K., Somerville, P., & Valentine, D. (1993). The cape mendocino, california, earthquakes of april 1992: subduction at the triple junction. Science (New York, N.Y.), 261(5120), 433-8. https://doi.org/10.1126/science.261.5120.433
Oppenheimer, D, et al. "The cape mendocino, california, earthquakes of april 1992: subduction at the triple junction." Science (New York, N.Y.) vol. 261,5120 (1993): 433-8. doi: https://doi.org/10.1126/science.261.5120.433
Oppenheimer D, Eaton J, Jayko A, Lisowski M, Marshall G, Murray M, Simpson R, Stein R, Beroza G, Magee M, Carver G, Dengler L, McPherson R, Gee L, Romanowicz B, Gonzalez F, Li WH, Satake K, Somerville P, Valentine D. The cape mendocino, california, earthquakes of april 1992: subduction at the triple junction. Science. 1993 Jul 23;261(5120):433-8. doi: 10.1126/science.261.5120.433. PMID: 17770022.
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Seismicity remotely triggered by the magnitude 7.3 landers, california, earthquake.

Science (New York, N.Y.)

Hill DP, Reasenberg PA, Michael A, Arabaz WJ, Beroza G, Brumbaugh D, Brune JN, Castro R, Davis S, Depolo D, Ellsworth WL, Gomberg J, Harmsen S, House L, Jackson SM, Johnston MJ, Jones L, Keller R, Malone S, Munguia L, Nava S, Pechmann JC, Sanford A, Simpson RW, Smith RB, Stark M, Stickney M, Vidal A, Walter S, Wong V, Zollweg J.
PMID: 17810202
Science. 1993 Jun 11;260(5114):1617-23. doi: 10.1126/science.260.5114.1617.

The magnitude 7.3 Landers earthquake of 28 June 1992 triggered a remarkably sudden and widespread increase in earthquake activity across much of the western United States. The triggered earthquakes, which occurred at distances up to 1250 kilometers (17 source...

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Hill DP, Reasenberg PA, Michael A, et al. Seismicity remotely triggered by the magnitude 7.3 landers, california, earthquake. Science. 1993;260(5114):1617-23doi: 10.1126/science.260.5114.1617.
Hill, D. P., Reasenberg, P. A., Michael, A., Arabaz, W. J., Beroza, G., Brumbaugh, D., Brune, J. N., Castro, R., Davis, S., Depolo, D., Ellsworth, W. L., Gomberg, J., Harmsen, S., House, L., Jackson, S. M., Johnston, M. J., Jones, L., Keller, R., Malone, S., Munguia, L., Nava, S., Pechmann, J. C., Sanford, A., Simpson, R. W., Smith, R. B., Stark, M., Stickney, M., Vidal, A., Walter, S., Wong, V., & Zollweg, J. (1993). Seismicity remotely triggered by the magnitude 7.3 landers, california, earthquake. Science (New York, N.Y.), 260(5114), 1617-23. https://doi.org/10.1126/science.260.5114.1617
Hill, D P, et al. "Seismicity remotely triggered by the magnitude 7.3 landers, california, earthquake." Science (New York, N.Y.) vol. 260,5114 (1993): 1617-23. doi: https://doi.org/10.1126/science.260.5114.1617
Hill DP, Reasenberg PA, Michael A, Arabaz WJ, Beroza G, Brumbaugh D, Brune JN, Castro R, Davis S, Depolo D, Ellsworth WL, Gomberg J, Harmsen S, House L, Jackson SM, Johnston MJ, Jones L, Keller R, Malone S, Munguia L, Nava S, Pechmann JC, Sanford A, Simpson RW, Smith RB, Stark M, Stickney M, Vidal A, Walter S, Wong V, Zollweg J. Seismicity remotely triggered by the magnitude 7.3 landers, california, earthquake. Science. 1993 Jun 11;260(5114):1617-23. doi: 10.1126/science.260.5114.1617. PMID: 17810202.
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Showing 1 to 12 of 39 entries