LLM4PLC: Harnessing Large Language Models for Verifiable Programming of
PLCs in Industrial Control Systems

LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems

8 January 2024

Yasamin Moghaddas

Gustavo Quiros Araya

Mohammad Abdullah Al Faruque

Papers citing "LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems"

9 / 9 papers shown

Title
Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces Luis Miguel Vieira da Silva Aljosha Kocher Nicolas König Felix Gehlhoff Alexander Fay 25 0 0 06 May 2025
Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants Milapji Singh Gill Javal Vyas Artan Markaj Felix Gehlhoff Mehmet Mercangöz 29 0 0 04 May 2025
MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification Yin Li Liangwei Wang Shiyuan Piao Boo-Ho Yang Ziyue Li Wei Zeng Fugee Tsung 26 0 0 19 Oct 2024
Large Language Model-Based Agents for Software Engineering: A Survey Junwei Liu Kaixin Wang Yixuan Chen Xin Peng Zhenpeng Chen Lingming Zhang Yiling Lou AI4CE LLMAG LM&Ro 42 37 0 04 Sep 2024
Large Language Model-Enabled Multi-Agent Manufacturing Systems Jonghan Lim Birgit Vogel-Heuser Ilya Kovalenko AI4CE LLMAG 31 2 0 04 Jun 2024
Parameter-Efficient Tuning Makes a Good Classification Head Zhuoyi Yang Ming Ding Yanhui Guo Qingsong Lv Jie Tang VLM 30 14 0 30 Oct 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese S. Hoi SyDa ALM 124 236 0 05 Jul 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 196 1,103 0 09 Feb 2021