ashao

Principal HPC&AI Research Scientist: bringing new tools to the community that accelerates the convergence of HPC simulations and AI/ML

Hewlett Packard EnterpriseVictoria, BC, Canada

Pinned Repositories

chapel_cmip
Initial forays into using Chapel for climate model analysis
Language:Jupyter Notebook1 2 01
FRE-NCtools
Tools for manipulating and creating netCDF inputs for FMS managed models
Language:C1 2 00
glodap_analysis
Perform analysis of GLODAP aggregated bottle date
Language:Jupyter Notebook1 2 00
matlab
Matlab routines for PhD
Language:MATLAB15 2 113
MOM6
Modular Ocean Model
Language:Fortran0 2 00
MOM6-tutorial
Tutorial for MOM6 including practical examples of source code modification
2 2 01
MOM6_analysis
Contains scripts that analyze and plot output from various configurations of GFDL's MOM6
Language:Jupyter Notebook2 3 00
neurips2019
Legendre Memory Units: Continuous-Time Representation in Recurrent Neural Networks
Language:Jupyter Notebook3 1 00
PPR
High-order piecewise polynomial reconstruction in Fortran.
Language:Fortran0 2 00
SIS2
NOAA-GFDL's Sea Ice Simulator version 2
Language:Fortran0 2 00

ashao's Repositories

ashao/MOM6
Modular Ocean Model
Language:Fortran0 2 00
ashao/CESM
The Community Earth System Model
Language:Python1 0
ashao/CESM_share
CESM shared code
ashao/cime
Common Infrastructure for Modeling the Earth
ashao/code
Source code for the General Ocean Turbulence Model
ashao/End-to-End-LLM
This repository is an AI Bootcamp material that consist of a workflow for LLM
Language:Jupyter Notebook0 0
ashao/Forpy_CNN_GZ21
Machine learned parameterization (Guillaumin and Zanna, 2021) implemented in MOM6 with Forpy
ashao/FourCastNet
Initial public release of code, data, and model weights for FourCastNet
ashao/jupyter-forward
Jupyter Lab Port Forwarding Utility
Language:Python1 0
ashao/ml_lib_builder
Build ML backends for Mac OSX
ashao/modulus
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
Language:Python0 0
ashao/MOM6-smartredis
Contains SmartRedis integrations into MOM6 for various machine learning and visualization tasks
Language:Fortran0 0
ashao/NCAR_ML_EKE
Repository for paper -- Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling
Language:Jupyter Notebook1 01
ashao/NEMO-examples
Simple configurations to study specific oceanic physical processes and be used as a tool for training
ashao/NEP36_cluster_analysis
Language:Jupyter Notebook
ashao/Newton-Krylov_OOC
An Out-of-Core Newton-Krylov Solver
Language:Jupyter Notebook1 0
ashao/OFMLHackathon
OpenFOAM and Machine Learning Hackathon
ashao/OpenFOAM-Multi-Objective-Optimization
A tiny project to use ax-platform for multi-objective optimization on OpenFOAM cases
ashao/openfoam-smartsim
Sub-module for OpenFOAM that provides a solver for embedding SmartSim and its external dependencies (i.e. SmartRedis) into OpenFOAM.
Language:Jupyter Notebook0 0
ashao/Phase-space-sampling
Reduce a large and high-dimensional dataset by downselecting data uniformly in phase space
Language:Python0 0
ashao/redis-plus-plus
Redis client written in C++
ashao/RedisAI
A Redis module for serving tensors and executing deep learning graphs
Language:C
ashao/RegESM
Regional Earth System Model
Language:Fortran1 0
ashao/sgs_model_test_transient
Evaluation of an SGS model for mass transfer at risining bubbles in the initial transient stage
Language:Jupyter Notebook0 0
ashao/SmartRedis
SmartSim Infrastructure Library Clients.
Language:C++
ashao/SmartRedis-OpenFOAM
ashao/SmartSim
SmartSim Infrastructure Library.
Language:Python1
ashao/SmartSim-Scaling
A repository of SmartSim scaling data and information
ashao/SmartSim-Zoo
A repository of CrayLabs and user contributed examples of using SmartSim.
ashao/uw_aquaplanet
Language:Fortran3 4