Quantifying openmp: Statistical insights into usage and adoption
In high-performance computing (HPC), the demand for efficient parallel programming
models has grown dramatically since the end of Dennard Scaling and the subsequent move …
models has grown dramatically since the end of Dennard Scaling and the subsequent move …
Domain-Specific Code Language Models: Unraveling the Potential for HPC Codes and Tasks
With easier access to powerful compute resources, there is a growing trend in AI for software
development to develop larger language models (LLMs) to address a variety of …
development to develop larger language models (LLMs) to address a variety of …
Scope is all you need: Transforming LLMs for HPC Code
With easier access to powerful compute resources, there is a growing trend in the field of AI
for software development to develop larger and larger language models (LLMs) to address a …
for software development to develop larger and larger language models (LLMs) to address a …
Position Paper: The Landscape and Challenges of HPC Research and LLMs
Recently, language models (LMs), especially large language models (LLMs), have
revolutionized the field of deep learning. Both encoder-decoder models and prompt-based …
revolutionized the field of deep learning. Both encoder-decoder models and prompt-based …
MPIrigen: MPI Code Generation through Domain-Specific Language Models
The imperative need to scale computation across numerous nodes highlights the
significance of efficient parallel computing, particularly in the realm of Message Passing …
significance of efficient parallel computing, particularly in the realm of Message Passing …
Translating and Optimising Computational Microscopy Algorithms with Large Language Models
F Guzzi, G Kourousias, R Pugliese… - 2024 47th MIPRO …, 2024 - ieeexplore.ieee.org
Numerical simulation algorithms for optics design, computational imaging and wave-matter
interaction are often implemented in legacy or non-free languages such as Fortran77/90 …
interaction are often implemented in legacy or non-free languages such as Fortran77/90 …