LLM-Based Approach for Enhancing Maintainability of Automotive Architectures
Fuente:
arXiv
Saved in:
| Main Authors: | Petrovic, Nenad, Mazur, Lukasz, Knoll, Alois |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hallucination in LLM-Based Code Generation: An Automotive Case Study
by: Pavel, Marc, et al.
Published: (2025)
by: Pavel, Marc, et al.
Published: (2025)
Querying Large Automotive Software Models: Agentic vs. Direct LLM Approaches
by: Mazur, Lukasz, et al.
Published: (2025)
by: Mazur, Lukasz, et al.
Published: (2025)
LLM-based Iterative Approach to Metamodeling in Automotive
by: Petrovic, Nenad, et al.
Published: (2025)
by: Petrovic, Nenad, et al.
Published: (2025)
LLM-Empowered Functional Safety and Security by Design in Automotive Systems
by: Petrovic, Nenad, et al.
Published: (2026)
by: Petrovic, Nenad, et al.
Published: (2026)
Multi-modal Summarization in Model-Based Engineering: Automotive Software Development Case Study
by: Petrovic, Nenad, et al.
Published: (2025)
by: Petrovic, Nenad, et al.
Published: (2025)
GenAI for Automotive Software Development: From Requirements to Wheels
by: Petrovic, Nenad, et al.
Published: (2025)
by: Petrovic, Nenad, et al.
Published: (2025)
Adopting RAG for LLM-Aided Future Vehicle Design
by: Zolfaghari, Vahid, et al.
Published: (2024)
by: Zolfaghari, Vahid, et al.
Published: (2024)
GenAI-based test case generation and execution in SDV platform
by: Zyberaj, Denesa, et al.
Published: (2025)
by: Zyberaj, Denesa, et al.
Published: (2025)
Survey of GenAI for Automotive Software Development: From Requirements to Executable Code
by: Petrovic, Nenad, et al.
Published: (2025)
by: Petrovic, Nenad, et al.
Published: (2025)
Generating Automotive Code: Large Language Models for Software Development and Verification in Safety-Critical Systems
by: Kirchner, Sven, et al.
Published: (2025)
by: Kirchner, Sven, et al.
Published: (2025)
Req2Road: A GenAI Pipeline for SDV Test Artifact Generation and On-Vehicle Execution
by: Zyberaj, Denesa, et al.
Published: (2026)
by: Zyberaj, Denesa, et al.
Published: (2026)
Automating Automotive Software Development: A Synergy of Generative AI and Model-Based Methods
by: Pan, Fengjunjie, et al.
Published: (2025)
by: Pan, Fengjunjie, et al.
Published: (2025)
LLM-Empowered Event-Chain Driven Code Generation for ADAS in SDV systems
by: Petrovic, Nenad, et al.
Published: (2025)
by: Petrovic, Nenad, et al.
Published: (2025)
LLM-enabled Instance Model Generation
by: Pan, Fengjunjie, et al.
Published: (2025)
by: Pan, Fengjunjie, et al.
Published: (2025)
Are requirements really all you need? A case study of LLM-driven configuration code generation for automotive simulations
by: Lebioda, Krzysztof, et al.
Published: (2025)
by: Lebioda, Krzysztof, et al.
Published: (2025)
Towards Safety-Compliant Transformer Architectures for Automotive Systems
by: Kirchner, Sven, et al.
Published: (2026)
by: Kirchner, Sven, et al.
Published: (2026)
Towards Specification-Driven LLM-Based Generation of Embedded Automotive Software
by: Patil, Minal Suresh, et al.
Published: (2024)
by: Patil, Minal Suresh, et al.
Published: (2024)
Optimizing Retrieval Augmented Generation for Object Constraint Language
by: Li, Kevin Chenhao, et al.
Published: (2025)
by: Li, Kevin Chenhao, et al.
Published: (2025)
LLM-Powered Workflow Optimization for Multidisciplinary Software Development: An Automotive Industry Case Study
by: Wang, Shuai, et al.
Published: (2026)
by: Wang, Shuai, et al.
Published: (2026)
Affordance Representation and Recognition for Autonomous Agents
by: Gidey, Habtom Kahsay, et al.
Published: (2025)
by: Gidey, Habtom Kahsay, et al.
Published: (2025)
Enhancing LLM-Based Code Generation with Complexity Metrics: A Feedback-Driven Approach
by: Sepidband, Melika, et al.
Published: (2025)
by: Sepidband, Melika, et al.
Published: (2025)
Better Python Programming for all: With the focus on Maintainability
by: Shivashankar, Karthik, et al.
Published: (2024)
by: Shivashankar, Karthik, et al.
Published: (2024)
Maintainability Challenges in ML: A Systematic Literature Review
by: Shivashankar, Karthik, et al.
Published: (2024)
by: Shivashankar, Karthik, et al.
Published: (2024)
Towards LLM-Assisted Architecture Recovery for Real-World ROS~2 Systems: An Agent-Based Multi-Level Approach to Hierarchical Structural Architecture Reconstruction
by: Briechle, Dominique, et al.
Published: (2026)
by: Briechle, Dominique, et al.
Published: (2026)
BPMN Assistant: An LLM-Based Approach to Business Process Modeling
by: Licardo, Josip Tomo, et al.
Published: (2025)
by: Licardo, Josip Tomo, et al.
Published: (2025)
Adaptive Testing for LLM-Based Applications: A Diversity-based Approach
by: Yoon, Juyeon, et al.
Published: (2025)
by: Yoon, Juyeon, et al.
Published: (2025)
Evaluating the Effectiveness of LLMs in Fixing Maintainability Issues in Real-World Projects
by: Nunes, Henrique, et al.
Published: (2025)
by: Nunes, Henrique, et al.
Published: (2025)
A Note on Code Quality Score: LLMs for Maintainable Large Codebases
by: Wong, Sherman, et al.
Published: (2025)
by: Wong, Sherman, et al.
Published: (2025)
Echoes of AI: Investigating the Downstream Effects of AI Assistants on Software Maintainability
by: Borg, Markus, et al.
Published: (2025)
by: Borg, Markus, et al.
Published: (2025)
Needle in the Repo: A Benchmark for Maintainability in AI-Generated Repository Edits
by: Zhu, Haichao, et al.
Published: (2026)
by: Zhu, Haichao, et al.
Published: (2026)
A Metamorphic Testing Approach to Diagnosing Memorization in LLM-Based Program Repair
by: De Koning, Milan, et al.
Published: (2026)
by: De Koning, Milan, et al.
Published: (2026)
GateLens: A Reasoning-Enhanced LLM Agent for Automotive Software Release Analytics
by: Khoee, Arsham Gholamzadeh, et al.
Published: (2025)
by: Khoee, Arsham Gholamzadeh, et al.
Published: (2025)
Automating a Complete Software Test Process Using LLMs: An Automotive Case Study
by: Wang, Shuai, et al.
Published: (2025)
by: Wang, Shuai, et al.
Published: (2025)
LLM-based Automated Architecture View Generation: Where Are We Now?
by: Sathvika, Miryala, et al.
Published: (2026)
by: Sathvika, Miryala, et al.
Published: (2026)
Repository Intelligence Graph: Deterministic Architectural Map for LLM Code Assistants
by: Cherny-Shahar, Tsvi, et al.
Published: (2026)
by: Cherny-Shahar, Tsvi, et al.
Published: (2026)
AI-Generated Smells: An Analysis of Code and Architecture in LLM and Agent-Driven Development
by: Zhu, Yuecai, et al.
Published: (2026)
by: Zhu, Yuecai, et al.
Published: (2026)
A Methodology for Selecting and Composing Runtime Architecture Patterns for Production LLM Agents
by: Srinivasan, Vasundra
Published: (2026)
by: Srinivasan, Vasundra
Published: (2026)
ARCEAK: An Automated Rule Checking Framework Enhanced with Architectural Knowledge
by: Chen, Junyong, et al.
Published: (2024)
by: Chen, Junyong, et al.
Published: (2024)
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context
by: Li, Yichen, et al.
Published: (2024)
by: Li, Yichen, et al.
Published: (2024)
TransAgent: Enhancing LLM-Based Code Translation via Fine-Grained Execution Alignment
by: Yuan, Zhiqiang, et al.
Published: (2024)
by: Yuan, Zhiqiang, et al.
Published: (2024)
Similar Items
-
Hallucination in LLM-Based Code Generation: An Automotive Case Study
by: Pavel, Marc, et al.
Published: (2025) -
Querying Large Automotive Software Models: Agentic vs. Direct LLM Approaches
by: Mazur, Lukasz, et al.
Published: (2025) -
LLM-based Iterative Approach to Metamodeling in Automotive
by: Petrovic, Nenad, et al.
Published: (2025) -
LLM-Empowered Functional Safety and Security by Design in Automotive Systems
by: Petrovic, Nenad, et al.
Published: (2026) -
Multi-modal Summarization in Model-Based Engineering: Automotive Software Development Case Study
by: Petrovic, Nenad, et al.
Published: (2025)