Nenad Petrovic

52 papers C 2Misc 6Journal 30Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Code to Road: A Vehicle-in-the-Loop and Digital Twin-Based Framework for Central Car Server Testing in Autonomous Driving.
CoRR
Chengdong Wu, Sven Kirchner, Nils Purschke, Axel Torschmied, Norbert Kroth, Yinglei Song, André Schamschurko, Erik Leo Haß, Kuo-Yi Chao, Yi Zhang, Nenad Petrovic, Alois C. Knoll
2026 J jnl
LLM-Empowered Functional Safety and Security by Design in Automotive Systems.
CoRR
Nenad Petrovic, Vahid Zolfaghari, Fengjunjie Pan, Alois Knoll
2026 J jnl
PRAM-R: A Perception-Reasoning-Action-Memory Framework with LLM-Guided Modality Routing for Adaptive Autonomous Driving.
CoRR
Yi Zhang, Xian Zhang, Saisi Zhao, Yinglei Song, Chengdong Wu, Nenad Petrovic, Alois Knoll
2026 J jnl
Req2Road: A GenAI Pipeline for SDV Test Artifact Generation and On-Vehicle Execution.
CoRR
Denesa Zyberaj, Lukasz Mazur, Pascal Hirmer, Nenad Petrovic, Marco Aiello, Alois Knoll
2025 — conf
A Unified Perception-Language-Action Framework for Adaptive Autonomous Driving.
FLLM
Yi Zhang, Erik Leo Haß, Kuo-Yi Chao, Nenad Petrovic, Yinglei Song, Chengdong Wu, Alois Knoll
2025 J jnl
A Unified Perception-Language-Action Framework for Adaptive Autonomous Driving.
CoRR
Yi Zhang, Erik Leo Haß, Kuo-Yi Chao, Nenad Petrovic, Yinglei Song, Chengdong Wu, Alois Knoll
2025 — conf
Advanced Planning and Scheduling with Semantic Knowledge Graphs and LLMs.
JOWO
Nenad Petrovic, Milorad Tosic
2025 Misc conf
Agent-Based AI Approach to Security in IoT Systems Leveraging Genai.
SoftCOM
Nenad Petrovic, Dragana Krstic, Suad Suljovic, Slawomir Hanczewski, Mariusz Glabowski
2025 Misc conf
Agentic AI-Driven Network Management: Case of ABEP in MRC Combining System for Wireless Signal Transmission Under BX Fading.
SoftCOM
Dragana Krstic, Suad Suljovic, Nenad Petrovic, Zoran Popovic
2025 J jnl
Are Requirements Really All You Need? Using LLMs to Generate Configuration Code: A Case Study in Automotive Simulations.
IEEE Access
Krzysztof Lebioda, Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, André Schamschurko, Alois Knoll
2025 J jnl
Are requirements really all you need? A case study of LLM-driven configuration code generation for automotive simulations.
CoRR
Krzysztof Lebioda, Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, André Schamschurko, Alois Knoll
2025 J jnl
Automating Automotive Software Development: A Synergy of Generative AI and Formal Methods.
CoRR
Fengjunjie Pan, Yinglei Song, Long Wen, Nenad Petrovic, Krzysztof Lebioda, Alois Knoll
2025 J jnl
GenAI for Automotive Software Development: From Requirements to Wheels.
CoRR
Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, Krzysztof Lebioda, André Schamschurko, Alois Knoll
2025 J jnl
GenAI-based test case generation and execution in SDV platform.
CoRR
Denesa Zyberaj, Lukasz Mazur, Nenad Petrovic, Pankhuri Verma, Pascal Hirmer, Dirk Slama, Xiangwei Cheng, Alois Knoll
2025 — conf
Hallucination in LLM-Based Code Generation: An Automotive Case Study.
FLLM
Marc Pavel, Nenad Petrovic, Lukasz Mazur, Vahid Zolfaghari, Fengjunjie Pan, Alois Knoll
2025 J jnl
Hallucination in LLM-Based Code Generation: An Automotive Case Study.
CoRR
Marc Pavel, Nenad Petrovic, Lukasz Mazur, Vahid Zolfaghari, Fengjunjie Pan, Alois Knoll
2025 J jnl
Knowledge-Graph Based RAG System Evaluation Framework.
CoRR
Sicheng Dong, Vahid Zolfaghari, Nenad Petrovic, Alois Knoll
2025 J jnl
LLM-Based Approach for Enhancing Maintainability of Automotive Architectures.
CoRR
Nenad Petrovic, Lukasz Mazur, Alois Knoll
2025 J jnl
LLM-Empowered Event-Chain Driven Code Generation for ADAS in SDV systems.
CoRR
Nenad Petrovic, Norbert Kroth, Axel Torschmied, Yinglei Song, Fengjunjie Pan, Vahid Zolfaghari, Nils Purschke, Sven Kirchner, Chengdong Wu, André Schamschurko, Yi Zhang, Alois Knoll
2025 J jnl
LLM-based Iterative Approach to Metamodeling in Automotive.
CoRR
Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, Alois Knoll
2025 — conf
LLM-enabled Instance Model Generation.
MODELS-C
Fengjunjie Pan, Nenad Petrovic, Vahid Zolfaghari, Long Wen, Alois Knoll
2025 J jnl
LLM-enabled Instance Model Generation.
CoRR
Fengjunjie Pan, Nenad Petrovic, Vahid Zolfaghari, Long Wen, Alois Knoll
2025 J jnl
Multi-modal Summarization in Model-Based Engineering: Automotive Software Development Case Study.
CoRR
Nenad Petrovic, Yurui Zhang, Moaad Maaroufi, Kuo-Yi Chao, Lukasz Mazur, Fengjunjie Pan, Vahid Zolfaghari, Alois Knoll
2025 J jnl
Optimizing Retrieval Augmented Generation for Object Constraint Language.
CoRR
Kevin Chenhao Li, Vahid Zolfaghari, Nenad Petrovic, Fengjunjie Pan, Alois Knoll
2025 — conf
Optimizing retrieval augmented generation for object constraint language.
STAF Workshops
Kevin Chenhao Li, Vahid Zolfaghari, Nenad Petrovic, Fengjunjie Pan, Alois Knoll
2025 J jnl
Querying Large Automotive Software Models: Agentic vs. Direct LLM Approaches.
CoRR
Lukasz Mazur, Nenad Petrovic, James William Pontes Miranda, Ansgar Radermacher, Robert Rasche, Alois Knoll
2025 J jnl
RECSIP: REpeated Clustering of Scores Improving the Precision.
CoRR
André Schamschurko, Nenad Petrovic, Alois C. Knoll
2025 J jnl
Survey of GenAI for Automotive Software Development: From Requirements to Executable Code.
CoRR
Nenad Petrovic, Vahid Zolfaghari, André Schamschurko, Sven Kirchner, Fengjunjie Pan, Chengdng Wu, Nils Purschke, Aleksei Velsh, Krzysztof Lebioda, Yinglei Song, Yi Zhang, Lukasz Mazur, Alois Knoll
2024 — conf
Adopting RAG for LLM-Aided Future Vehicle Design.
FLLM
Vahid Zolfaghari, Nenad Petrovic, Fengjunjie Pan, Krzysztof Lebioda, Alois Knoll
2024 J jnl
Adopting RAG for LLM-Aided Future Vehicle Design.
CoRR
Vahid Zolfaghari, Nenad Petrovic, Fengjunjie Pan, Krzysztof Lebioda, Alois Knoll
2024 — conf
LLM-Driven Testing for Autonomous Driving Scenarios.
FLLM
Nenad Petrovic, Krzysztof Lebioda, Vahid Zolfaghari, André Schamschurko, Sven Kirchner, Nils Purschke, Fengjunjie Pan, Alois Knoll
2024 J jnl
MDE and LLM Synergy for Network Experimentation: Case Analysis of Wireless System Performance in Beaulieu-Xie Fading and κ-µ Co-Channel Interference Environment with Diversity Combining.
Sensors
Dragana Krstic, Suad Suljovic, Goran T. Djordjevic, Nenad Petrovic, Dejan N. Milic
2024 Misc conf
RAG-Aided Approach to Network Experimentation: Case of Wireless Environment Channel Capacity Analysis under Fading and Co-Channel Interference Conditions with Beaulieu-Xie Distribution.
SoftCOM
Dragana Krstic, Suad Suljovic, Nenad Petrovic, Miodrag Brklje, Zoran Popovic
2024 J jnl
Synergy of Large Language Model and Model Driven Engineering for Automated Development of Centralized Vehicular Systems.
CoRR
Nenad Petrovic, Fengjunjie Pan, Krzysztof Lebioda, Vahid Zolfaghari, Sven Kirchner, Nils Purschke, Muhammad Aqib Khan, Viktor Vorobev, Alois Knoll
2024 J jnl
Toward Software-Defined Vehicles: From Model-Based Engineering to Virtualization-Based Deployment.
IEEE Access
Fengjunjie Pan, Markus Rickert, Tobias Betz, Long Wen, Jianjie Lin, Nenad Petrovic, Markus Lienkamp, Alois Knoll
2024 J jnl
Towards Single-System Illusion in Software-Defined Vehicles - Automated, AI-Powered Workflow.
CoRR
Krzysztof Lebioda, Viktor Vorobev, Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, Alois Knoll
2023 — conf
Approach to QoS Prediction Leveraging Impact of Beaulieu-Xie Fading and κ-µ Co-Channel Interference on SC Diversity Receiver Outage Probability.
ConTEL
Dragana Krstic, Suad Suljovic, Dejan N. Milic, Nenad Petrovic
2023 C conf
Data Analytics on Blockchains.
ICBC
Issam Al-Azzoni, Saqib Iqbal, Nenad Petrovic
2023 — conf
Security in DevSecOps: Applying Tools and Machine Learning to Verification and Monitoring Steps.
ICPE (Companion)
Matija Cankar, Nenad Petrovic, João Pita Costa, Ales Cernivec, Jan Antic, Tomaz Martincic, Dejan Stepec
2023 C conf
Semantic Micro-Front-End Approach to Enterprise Knowledge Graph Applications Development.
WEBIST
Milorad Tosic, Nenad Petrovic, Olivera Tosic
2023 Misc conf
Utilizing LCR of Wireless System with SC Receiver Weakened by Beaulieu-Xie Fading and κ-¼ Interference for Machine Learning-Based QoS Prediction.
SISY
Dragana Krstic, Suad Suljovic, Nenad Petrovic, Sinisa Minic, Zoran Popovic
2022 Misc conf
Determining the ABEP under the Influence of K -µ Fading and CCI with SC combining at L-branch Receiver Using Moment Generating Function.
SoftCOM
Dragana Krstic, Suad Suljovic, Nenad Petrovic, Sinisa Minic, Zoran Popovic
2022 J jnl
Head pose healthiness prediction using a novel image quality based stacked autoencoder.
Digit. Signal Process.
Valentina Nejkovic, Muhammed Maruf Öztürk, Nenad Petrovic
2022 — conf
On Persisting EMF Data Using Blockchains.
IOTSMS
Issam Al-Azzoni, Nenad Petrovic
2021 J jnl
A Model-Driven Approach for Solving the Software Component Allocation Problem.
Algorithms
Issam Al-Azzoni, Julian Blank, Nenad Petrovic
2021 — conf
A Utility to Transform CSV Data into EMF.
SDS
Issam Al-Azzoni, Nenad Petrovic, Abdullah Alqahtani
2021 — conf
Data-Driven Solutions in Smart Cities: The case of Covid-19.
WWW (Companion Volume)
Nenad Petrovic, Vlado Dimovski, Judita Peterlin, Maja Mesko, Vasja Roblek
2021 Misc conf
Determination of LCR for Multi-branch SC Receiver under the Effects of α-κ-µ Fading and Weibull Co-Channel Interference.
SoftCOM
Suad Suljovic, Dragana Krstic, Nenad Petrovic, Zoran Popovic
2021 — conf
Level Crossing Rate of Next Generation Wireless Systems with Selection Combining in the Presence of k-µ Fading and Interference: Derivation and Simulation.
ConTEL
Dragana Krstic, Suad Suljovic, Nenad Petrovic, Zoran Popovic, Mihajlo C. Stefanovic
2020 J jnl
SMADA-Fog: Semantic model driven approach to deployment and adaptivity in fog computing.
Simul. Model. Pract. Theory
Nenad Petrovic, Milorad Tosic
2020 J jnl
Semantic approach to RIoT autonomous robots mission coordination.
Robotics Auton. Syst.
Valentina Nejkovic, Nenad Petrovic, Milorad Tosic, Nenad Milosevic
2019 — ch.
Big Data in 5G Distributed Applications.
High-Performance Modelling and Simulation for Big Data Applications
Valentina Nejkovic, Ari Visa, Milorad Tosic, Nenad Petrovic, Mikko Valkama, Mike Koivisto, Jukka Talvitie, Svetozar R. Rancic, Daniel Grzonka, Jacek Tchórzewski, Pierre Kuonen, Francisco Gortázar