3 papers
cs.LG2026
LogSyn: A Few-Shot LLM Framework for Structured Insight Extraction from Unstructured General Aviation Maintenance Logs
Devansh Agarwal, Maitreyi Chatterjee, Biplab Chatterjee
Aircraft maintenance logs hold valuable safety data but remain underused due to their unstructured text format. This paper introduces LogSyn, a framework that uses Large Language M…
cs.CE2025
Soft Computing Tools To Predict Varied Weight Components, Material and Tribological Properties of Al2219-B4C-Gr
Maitreyi Chatterjee, Biplab Chatterjee
Soft computing tools emerged as most reliable alternatives of traditional regression and statistical methods. In recent times, these tools can predict the optimum material composit…
cs.LG2025
Reinforcement Learning for Self-Healing Material Systems
Maitreyi Chatterjee, Devansh Agarwal, Biplab Chatterjee
The transition to autonomous material systems necessitates adaptive control methodologies to maximize structural longevity. This study frames the self-healing process as a Reinforc…