Nuclear Engineering International

AI, uncertainty and fusion

The Uncertainty Engine is guiding research in fusion plasma physics. Could similar approaches benefit fission research as well?

Andrej Karpathy's new open source 'autoresearch' lets you run hundreds of AI experiments a night — with revolutionary implications

An AI agent reads its own source code, forms a hypothesis for improvement (such as changing a learning rate or an architecture depth), modifies the code, runs the experiment, and evaluates the results ...
IEEE

Machine Learning Innovations in Code Generation: A Systematic Literature Review of Methods, Challenges and Directions

Abstract: This paper provides a comprehensive review of recent advances in machine learning (ML) technologies applied to code generation, with a focus on literature published between 2022 and 2024. We ...
IEEE

Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers

Abstract: Large language models have catalyzed an unprece-dented wave in code generation. While achieving significant advances, they blur the distinctions between machine- and human-authored source ...