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ML | DeepONet

ML | DeepONet

DeepONet DeepONet is a novel deep learning architecture designed to approximate nonlinear operators, which are mappings from one function space to another. Developed by researchers at Brown University
2024-10-24
ML
#PINN #AI #DeepONet #ML
ML | Automatic Differentiation

ML | Automatic Differentiation

Automatic Differentiation In mathematics and computer algebra, automatic differentiation (auto-differentiation, autodiff, or AD), also called algorithmic differentiation, computational differentiation
2024-10-22
ML
#PINN #AI #DeepONet #ML
ML | Gaussian-Process (GP)

ML | Gaussian-Process (GP)

In probability theory and statistics, a Gaussian process is a stochastic process (a collection of random variables indexed by time or space), such that every finite collection of those random variable
2024-10-21
ML
#PINN #AI #DeepONet #ML
NWP | ECMWF

NWP | ECMWF

The organisation was established in 1975 and now employs around 500 staff from more than 30 countries. ECMWF is one of the six members of the Co-ordinated Organisations, which also include the North A
2024-10-18
NWP
#NWP #WRF #MPAS #ECMWF #AI #ML
LaTex | Figures

LaTex | Figures

Figures/Graphics Vector files. Mathematical formulas establish points on a grid to build vector images. Versatility is key for vector files because they can adjust in size countless times without losi
2024-10-17
LaTex
LaTex | Overview

LaTex | Overview

LaTeX LaTeX is a software system for typesetting documents. LaTeX is widely used in academia for the communication and publication of scientific documents and technical note-taking in many fields, owi
2024-10-17
LaTex
NWP | MPAS | Cold Start/Spin up/Warm Start

NWP | MPAS | Cold Start/Spin up/Warm Start

Cold Start/Warm Start NCAR NCAR | Real-Time Four-Dimensional Data Assimilation (RT-FDDA) Simulation is initialized using a 'cold start' methodology. This means that they start with no c
2024-10-16
NWP
#NWP #WRF #MPAS
Linux | Terminal Command

Linux | Terminal Command

Linux 12345678910111213141516171819202122232425262728# -m displays percentages# -N displays line numbers# -i ignores case when searching# h Display the help interface# Q quits less commandless -miN fi
2024-10-15
Linux
#HPC #shell script #bashrc #Linux #Terminal
WRF | ncview/ncvis -- a NetCDF visual browser

WRF | ncview/ncvis -- a NetCDF visual browser

ncview ncview website | David W. Pierce ncmaps brings scientific colormaps to ncview. https://github.com/TomLav/ncmaps/tree/main Ncview is designed to be the fastest way to see what's in a netCDF fi
2024-10-10
WRF
#NWP #WRF #MPAS
NWP | AI for Numerical Weather Prediction (NWP)

NWP | AI for Numerical Weather Prediction (NWP)

Introduction to AI in Numerical Weather Prediction Artificial Intelligence (AI) is transforming the field of Numerical Weather Prediction (NWP), significantly enhancing the accuracy and efficiency of
2024-10-09
NWP
#NWP #AI #ML
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