Postdoctoral Fellow in The Deepwave Consortium

3 weeks ago

Jeddah, Saudi Arabia KAUST Full time

Postdoctoral Fellow in the DeepWave Consortium- King Abdullah University of Science and Technology: Postdoc Positions: Physical Science and Engineering Division (postdoc)

**Location**:

- King Abdullah University of Science and Technology | Thuwal | KSA

**Open Date**:

- Oct 09, 2023

**Deadline**:

- Dec 31, 2023 at 11:59 PM Eastern Time

**Description**:
Wave phenomena are ubiquitous in science, and they extend to objectives ranging from global Earth discovery, to natural resources exploration, to subsurface monitoring, as well as nondestructive testing and medical imaging. However, our current ability to create detailed images of the interior of such bodies from remote measurements and accurately invert for physical properties often lacks the accuracy and resolution we seek for making informed decisions. Both shortcomings are usually attributed to the limitations in our measurements and in the underlying physical models. Machine learning (ML) techniques can be exploited to identify common patterns in the data and augment the physical laws of wave propagation, leading in turn to improvements accuracy and resolution.

**Qualifications**:
Basic Qualifications:

- A Ph.D. in Computational Geophysics, Computer Science, Applied Mathematics or similar field;
- Portfolio of relevant publications;
- Good programming skills in Python and proficiency in Torch and/or JAX;
- Proficiency in written and spoken English.

Differentiating Qualifications:

- Expertise in the development of seismic processing algorithms, high-performance computing, and/or large-scale inverse problems;
- Experience in developing open-source software and a track record in collaborative software development.

**Application Instructions**:
**Application Process**:

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