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T14. Industrial protocol translation, code generation, and program synthesis
Research on generating and checking the code that talks to plant equipment.
- T14-5Structural parallelSince 2025
Training LLMs for Generating IEC 61131-3 Structured Text with Online Feedback
- T14-1Similar problem
Evaluating Large Language Models Trained on Code
- T14-2Similar problem
ChatGPT for PLC/DCS Control Logic Generation
- T14-3Structural parallel
LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems
- T14-4Candidate approach
Agents4PLC: Automating Closed-loop PLC Code Generation and Verification in Industrial Control Systems using LLM-based Agents
- T14-6Similar problem
Automated Control Logic Test Case Generation using Large Language Models
- T14-7Similar problem
Automated generation of OPC UA information models - A review and outlook
- T14-8Candidate approach
Discoverer: Automatic Protocol Reverse Engineering from Network Traces
- T14-9Candidate approach
NetPlier: Probabilistic Network Protocol Reverse Engineering from Message Traces
- T14-10Structural parallel
Automated Attack Synthesis by Extracting Finite State Machines from Protocol Specification Documents
- T14-11Structural parallel
Syntax-Guided Synthesis
- T14-12Structural parallel
Automating string processing in spreadsheets using input-output examples
- T14-13Structural parallel
Combinatorial Sketching for Finite Programs
- T14-14Candidate approach
Polyglot: Automatic Extraction of Protocol Message Format using Dynamic Binary Analysis
- T14-15Similar problem
Program Synthesis with Large Language Models
From research to product use
Operating capabilities, pilots, and technologies in development are identified separately.
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