HPC tools and techniques for model fitting the subsurface
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.