Last modified: 25 Sep 2019 09:58
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.
| Study Type | Postgraduate | Level | 5 |
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| Term | Second Term | Credit Points | 15 credits (7.5 ECTS credits) |
| Campus | Aberdeen | Sustained Study | No |
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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
Information on contact teaching time is available from the course guide.
| Assessment Type | Summative | Weighting | 40 | |
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| Assessment Type | Summative | Weighting | 40 | |
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| Knowledge Level | Thinking Skill | Outcome |
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| Assessment Type | Summative | Weighting | 20 | |
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| Assessment Weeks | Feedback Weeks | |||
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| Knowledge Level | Thinking Skill | Outcome |
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There are no assessments for this course.
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