The State of Julia for Scientific Machine Learning

E Berman, J Ginesin - arXiv preprint arXiv:2410.10908, 2024 - arxiv.org
Julia has been heralded as a potential successor to Python for scientific machine learning
and numerical computing, boasting ergonomic and performance improvements. Since …

The Emergence of Large Language Models in Static Analysis: A First Look through Micro-Benchmarks

APS Venkatesh, S Sabu, AM Mir, S Reis… - Proceedings of the 2024 …, 2024 - dl.acm.org
The application of Large Language Models (LLMs) in software engineering, particularly in
static analysis tasks, represents a paradigm shift in the field. In this paper, we investigate the …

An Empirical Study of Large Language Models for Type and Call Graph Analysis

APS Venkatesh, R Sunil, S Sabu, AM Mir… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) are increasingly being explored for their potential in
software engineering, particularly in static analysis tasks. In this study, we investigate the …