Geophysics as Applied Data Science Education

We aim to educate first-class geoscientists and data scientists who are firmly grounded with physics and hyper-sensitive with data


Geophysical Imaging of the Earth Interior

Lecturer: Dr. Yunyue Elita Li

This module introduces the basics of seismic acquisition and processing for petroleum reservoirs and near surface targets, from the physics to the acquisition and processing of seismic data. Both land and marine acquisition will be covered. Traditional and modern methods of seismic imaging will be covered.

Petrophysics and Downhole Measurements

Lecturer: Prof. Arthur Cheng

This module introduces the commonly used downhole measurements of petroleum reservoirs. The module will cover electrical, acoustic, nuclear, NMR, and seismic measurements. The module will cover the physics, hardware, data processing and interpretation of each kind of measurement. Both wireline and Logging While Drilling measurements will be discussed.

Reservoir Characterization and Rock Physics

Lecturer: Prof. Arthur Cheng

This module introduces the methodology commonly use in the characterization of the physical properties of petroleum reservoirs. Topics covered include downhole measurements, rock physics modelling, fluid substitution, seismic well tie, AVO (amplitude versus offset) analysis, and pre-stack inversion for reservoir properties.

Geophysical Inverse Methods

Lecturer: Dr. Yunyue Elita Li

This module covers the theory and applications for inverse problems in geophysical imaging, with a strong emphasis on the practical aspects and hands-on experiments. Topics include linear and nonlinear inversion, constrained and unconstrained inversion, convex and nonconvex inversion, deterministic and stochastic inversion techniques. It is intended for students to gain knowledge and use of inversion techniques for applications in geophysical imaging and general engineering context.

Independent Study Module

This module involves independent study over two semesters, on a topic related to petroleum engineering in Offshore Technology approved by the Programme Management Committee. The work may relate to a comprehensive literature survey, and critical evaluation and analysis, design feasibility study, case study, minor research project or a combination.