HPC tools and techniques for model fitting the subsurface

Work Package 5

HPC tools and techniques for model fitting the subsurface

Vision

To develop one or more frameworks based on new methods and tools for harnessing the computational power of emerging heterogeneous HPC architectures.

What we will do

  • Reduce the numerical requirements for model-fitting and Full Waveform Inversion
  • Build a framework that includes an extended ImageCL-like tool that can auto-tune chosen geophysics kernels
  • Extend frameworks to explore, via AI-based optimisation, emerging CPUs/GPUs/TPUs
  • Explore how to use emerging computer systems to process data gatehered at the sensor, rather than having to move it all to a central location for processing.

You can find more about the HPC-Lab here.

People

People

person-portlet

person-portlet

Researchers

Projects

Projects

Publications

Publications