Institute of Theoretical and Applied Informatics

Recent papers from Institute of Theoretical and Applied Informatics

1. From Text to Simulation: Building EPANET Models from Formalized Network Descriptions with a Local Language ModelWater · 2026
2. Large language models as enablers of industrial information integration in construction: an adoption mechanism studyJournal of Civil Engineering and Management · 2026
3. Artificial Intelligence-Enhanced Remote Monitoring After Cardiac Surgery: A Prospective Single-Centre Feasibility Study with Retrospective Wound Image ClassificationJournal of Clinical Medicine · 2026
4. SpecLLM: LLM-based VNIR spectral interpretationScientific Reports · 2026
5. The Quantum Time Bomb: Understanding the Harvest Now, Decrypt Later Cyber Threat2026
6. Qualitative and Quantitative Fractography of Structural Steel S235Fatigue & Fracture of Engineering Materials & Structures · 2026
7. Single-shot comparison of random quantum channels and measurementsScientific Reports · 2026
8. Unitary operator bases as reduced size universal averaging setsScientific Reports · 2026
9. Self-supervised online learning algorithm for rTPNN to reduce false alarms in fire detectionKnowledge-Based Systems · 2026
10. FRASTA-toolbox: An open source tool for fracture-surface analysisSoftwareX · 2026
11. Single-device on-site inspection system for non-destructive internal defect detection in trees near constructed facilitiesResults in Engineering · 2026
12. Toward quantum scaling advantage in approximate optimizationPhysical Review Applied · 2026
13. A transductive learning-based method for vehicle routing problems using off-policy proximal policy optimization and hyperparameter optimizationInformation Sciences · 2026
14. Federated Intrusion Detection for Smart Vehicles2026
15. ESG, open innovation, and firm performance in construction firms: exploring the mediating role of digital transformationJournal of Civil Engineering and Management · 2026
16. Deployment-Aware Parameter Optimization for IoT Attack Detection2026
17. A Knowledge Distillation Framework for Multi-Signal-to-Noise Ratio Speech Enhancement in Construction EnvironmentsDevelopments in the Built Environment · 2026
18. "Nonlocality-of-a-single-photon" based Quantum Key Distribution and Random Number Generation schemes and their device-independent security analysisQuantum · 2026
19. "Nonlocality-of-a-single-photon" based Quantum Key Distribution and Random Number Generation schemes and their device-independent security analysisQuantum · 2026
20. loT Aided Congestion Avoidance in Emergency Evacuation2026