Postdoc: ML-Driven Geophysical Imaging & Inversion

King Abdullah University of Science and Technology; Quezon City; On-site; PHP 2,303,389 - 3,126,028; Full time

Job summary

King Abdullah University of Science and Technology (KAUST) invites two postdoctoral researchers to advance ML methods for wave‑equation based processing, imaging, and inversion. You will join the ESSE group under Prof. Tariq Alkhalifah and work on DAS, subsurface characterization, and physics‑driven ML.

Strong publication record and Python/Torch/JAX skills are preferred. Applicants should have a PhD in a related field, excellent English, and will contribute to open source software and

Qualifications

• PhD in Computational Geophysics, Computer Science, Applied Mathematics or related field.
• Strong publication record in relevant areas.
• Proficiency in Python and Torch and/or JAX.
• Excellent written and spoken English.

Responsibilities

• Develop novel ML methods for wave-equation based processing, imaging and inversion.
• Validate methodologies with field data and real-world applications.
• Publish results in peer‑reviewed journals and present at conferences.

Skills

Python

Torch

JAX

Machine Learning

Deep Learning

Education

PhD in Computational Geophysics

Tools

Git

Job description

King Abdullah University of Science and Technology (KAUST) invites two postdoctoral researchers to advance ML methods for wave‑equation based processing, imaging, and inversion. You will join the ESSE group under Prof. Tariq Alkhalifah and work on DAS, subsurface characterization, and physics‑driven ML.

Strong publication record and Python/Torch/JAX skills are preferred. Applicants should have a PhD in a related field, excellent English, and will contribute to open source software and