Publications in VIVO

Co-author Network

Hall, David Matthew

Asst Professor Adjoint

Positions

Asst Professor Adjoint, Computer Science

Research Areas

Research

research overview

I am interested in the solution of multi-scale computational physics problems on high-performance supercomputers. Applications include global climate models, atmospheric science, rotating fluid systems, astrophysics, and soft condensed matter systems. Methods include Galerkin element methods, immersed boundaries, and deep neural networks.

keywords

computational physics, numerical solution of PDEs, machine learning, computational fluid dynamics, spectral element methods, immersed boundaries, global climate models, atmospheric science

Publications

selected publications

journal article
- Pushing the frontiers in climate modelling and analysis with machine learning. Nature Climate Change. 2024
- Digital twins of the Earth with and for humans. Communications Earth & Environment. 2024
- DCMIP2016: the tropical cyclone test case. Geoscientific Model Development. 2493-2507. 2024
- Deep Learning to Estimate Model Biases in an Operational NWP Assimilation System. Journal of Advances in Modeling Earth Systems. 2022
- Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences. Bulletin of the American Meteorological Society. E1016-E1032. 2021

Background

education and training

Ph.D., University of California-Santa Barbara 2007
M.A., University of California-Santa Barbara 2003
B.A., University of Colorado Boulder 1996

International Activities

geographic focus

Austria Country
France Country
United Kingdom Country

Other Profiles

ORCID iD

http://orcid.org/0000-0002-0961-1196

Github

https://github.com/halldm2000