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GL5537: GEOPHYSICAL INVERSE THEORY AND STATISTICS (2019-2020)

Last modified: 25 Sep 2019 09:58


Course Overview

With the advent of larger and more complex datasets, the solution of inverse problems is becoming increasingly relevant in modern geophysics. In this course, as well as learning the fundamentals of inverse theory and statistics, students will be exposed to cutting edge methods used in a wide variety of applied geophysics problems, from receiver function analysis to full waveform inversion. A solid knowledge of statistics is required to properly understand modern geophysical inversion theory, which is why the two components of the course work well together.



Course Details

Study Type Postgraduate Level 5
Session Second Sub Session Credit Points 15 credits (7.5 ECTS credits)
Campus Aberdeen Sustained Study No
Co-ordinators
  • Professor Nicholas Rawlinson

What courses & programmes must have been taken before this course?

  • Any Postgraduate Programme (Studied)

What other courses must be taken with this course?

None.

What courses cannot be taken with this course?

None.

Are there a limited number of places available?

No

Course Description

1. Linear algebra
2. Iterative linear solvers
3. Probability and statistics
4. Linear inverse problems and their solution
5. Non-linear inverse problems and their solution
6. Tomography
7. Assessment of solution uncertainty
8. Bayesian inference methods
9. Practical examples


Contact Teaching Time

Information on contact teaching time is available from the course guide.

Teaching Breakdown

More Information about Week Numbers


Details, including assessments, may be subject to change until 31 August 2023 for 1st half-session courses and 22 December 2023 for 2nd half-session courses.

Summative Assessments

Exam - Multiple Choice Questions

Assessment Type Summative Weighting 40
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Learning Outcomes
Knowledge LevelThinking SkillOutcome
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Workbook

Assessment Type Summative Weighting 40
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Learning Outcomes
Knowledge LevelThinking SkillOutcome
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Assessment Type Summative Weighting 20
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Learning Outcomes
Knowledge LevelThinking SkillOutcome
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Formative Assessment

There are no assessments for this course.

Course Learning Outcomes

Knowledge LevelThinking SkillOutcome
Sorry, we don't have this information available just now. Please check the course guide on MyAberdeen or with the Course Coordinator

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