3 papers
cs.LG2026
Optimal sequential decision-making for error propagation mitigation in digital twins
Annice Najafi, Shokoufeh Mirzaei
Here, we explore the problem of error propagation mitigation in modular digital twins as a sequential decision process. Building on a companion study that used a Hidden Markov Mode…
eess.AS2025
Enhancing Aviation Communication Transcription: Fine-Tuning Distil-Whisper with LoRA
Shokoufeh Mirzaei, Jesse Arzate, Yukti Vijay
Transcription of aviation communications has several applications, from assisting air traffic controllers in identifying the accuracy of read-back errors to search and rescue opera…
cs.MS2025
RMCDA: The comprehensive R library for applying multi-criteria decision analysis methods
Annice Najafi, Shokoufeh Mirzaei
Multi-Criteria Decision Making (MCDM) is a branch of operations research used in a variety of domains from health care to engineering to facilitate decision-making among multiple o…