Programming Computational Electromagnetic Applications Assisted by Large Language Models

被引:0
|
作者
Fernandes, Leandro Carisio [1 ]
机构
[1] Fed Court Accounts, BR-70042900 Brasilia, Brazil
关键词
Codes; Software; Libraries; Task analysis; Antenna radiation patterns; !text type='Python']Python[!/text; Matlab;
D O I
10.1109/MAP.2023.3336708
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This article discusses the possibilities and limitations of using large language models (LLMs) in software development with applications in computational electromagnetics (EM). Three tasks are discussed: code translation, code generation, and code description. The tests showed that LLMs are generally very useful. Even when errors occurred, they could provide useful hints to find a solution.
引用
收藏
页码:63 / 71
页数:9
相关论文
共 50 条
  • [1] LISP, A PROGRAMMING LANGUAGE AND ITS COMPUTATIONAL MODELS
    HAHNE, K
    MOCKEL, P
    THURLINGS, KJ
    [J]. SIEMENS FORSCHUNGS-UND ENTWICKLUNGSBERICHTE-SIEMENS RESEARCH AND DEVELOPMENT REPORTS, 1988, 17 (02): : 52 - 58
  • [2] Prompting Is Programming: A Query Language for Large Language Models
    Beurer-Kellner, Luca
    Fischer, Marc
    Vechev, Martin
    [J]. PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL, 2023, 7 (PLDI):
  • [3] AskIt: Unified Programming Interface for Programming with Large Language Models
    Okuda, Katsumi
    Amarasinghe, Saman
    [J]. 2024 IEEE/ACM INTERNATIONAL SYMPOSIUM ON CODE GENERATION AND OPTIMIZATION, CGO, 2024, : 41 - 54
  • [4] Propagating Large Language Models Programming Feedback
    Koutcheme, Charles
    Hellas, Arto
    [J]. PROCEEDINGS OF THE ELEVENTH ACM CONFERENCE ON LEARNING@SCALE, L@S 2024, 2024, : 366 - 370
  • [5] Fully Autonomous Programming with Large Language Models
    Liventsev, Vadim
    Grishina, Anastasiia
    Harma, Aki
    Moonen, Leon
    [J]. PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2023, 2023, : 1146 - 1155
  • [6] Large language models and their applications in bioinformatics
    Sarumi, Oluwafemi A.
    Heider, Dominik
    [J]. Computational and Structural Biotechnology Journal, 2024, 23 : 3498 - 3505
  • [7] Large language models for oncological applications
    Sorin, Vera
    Barash, Yiftach
    Konen, Eli
    Klang, Eyal
    [J]. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2023, 149 (11) : 9505 - 9508
  • [8] Applications of Large Language Models in Pathology
    Cheng, Jerome
    [J]. BIOENGINEERING-BASEL, 2024, 11 (04):
  • [9] Large language models for oncological applications
    Vera Sorin
    Yiftach Barash
    Eli Konen
    Eyal Klang
    [J]. Journal of Cancer Research and Clinical Oncology, 2023, 149 : 9505 - 9508
  • [10] Large Language Models in Robot Programming Potential in the programming of industrial robots
    Syniawa, Daniel
    Ates, Baris
    Boshoff, Marius
    Kuhlenkoetter, Bernd
    [J]. ATP MAGAZINE, 2024, (6-7):