Dr. Stephanie Earp

Dr. Stephanie Earp

Edinburgh, Scotland, United Kingdom
431 followers 410 connections

About

I am a scientist specializing in data science and machine learning methods. I possess…

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Experience

  • Space Intelligence Graphic

    Space Intelligence

    Edinburgh, Scotland, United Kingdom

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    Edinburgh, United Kingdom

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    Villahermosa, Tabasco, Mexico

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Education

  • The University of Edinburgh Graphic

    The University of Edinburgh

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    Activities and Societies: SEG Student Chapter (2016-2018) - Treasurer. Restarted chapter and achieved summit status (highest award - top 10 chapters in the world)

    Thesis: "Advanced Techniques for subsurface imaging: Bayesian Machine Learning and Marchenko Methods"

    - Using Bayesian Machine Learning algorithms to invert surface waves for probabilistic velocity models for near-real time monitoring
    - Successfully applied Bayesian Machine Learning algorithms to invert surface waves for probabilistic velocity models for near-real time monitoring, and used Marchenko methods to invert for density models of the subsurface.
    - Contributed to…

    Thesis: "Advanced Techniques for subsurface imaging: Bayesian Machine Learning and Marchenko Methods"

    - Using Bayesian Machine Learning algorithms to invert surface waves for probabilistic velocity models for near-real time monitoring
    - Successfully applied Bayesian Machine Learning algorithms to invert surface waves for probabilistic velocity models for near-real time monitoring, and used Marchenko methods to invert for density models of the subsurface.
    - Contributed to undergraduate education by teaching on field work modules, demonstrating strong communication and mentoring skills.
    - Presented research work at International Conferences, showcasing strong presentation and communication skills.

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    Dissertation - Re-processing seismic data from South West Colorado to understand the subsurface structure for geothermal energy exploration. Assessed previous processing result, identified problem areas, re-processed the data using Globe Claritas software and tested model with gravity data. Assessment by project notebook, project organisation and bound report.

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