Research

Research Interests:

Artificial Intelligence

Evolutionary Computing

Surrogate-Assisted Optimization

Collaborative Machine Learning and Deep Learning

Industry 4.0

Digital Twin

I am actively seeking PhD or PG students who is looking to do cutting-edge research in the above areas.

Research Scholars:

Mr. Kamal Paul (PhD Scholar), Adamas University, Topic: Optimal Prompt Engineering

Mr. Nilay Nag, (PhD Scholar), Adamas University, Topic: Object localisation and ML application

Mr. Arpan Maity, (M.Tech Scholar), Adamas University, Topic: Object Detection using Modified CNN

in-pipeline Papers:

D Bhattacharjee; T Ghosh; PK DAN. Time Utilization Patter Based Cellular Manufacturing Strategy for Small Manufacturing Unit, OPSEARCH Journal.

T Ghosh; D Bhattacharjee. A Digital Twin-driven Near-Zero-Error Healthcare System for Enhanced Patient Safety and Services, Journal of Intelligent Systems in Current Computer Engineering, Benthem Science.

A Maity; T Ghosh. Hybrid AI Model Combining K-Means++ and YOLOv5 for Surface Anomaly Detection. IAENG International Journal of Computer Science.

T Ghosh. Data-Driven Optical Quality Inspection and Optimization within Automated Manufacturing Processes, iMECH Part B: Journal of Engineering Manufacture.

A Maity, T Ghosh, PK Dan. Interpretable Hybrid Feature Fusion with PSO-XGBoost for Metal Defect Classification, International Journal of Knowledge-Based and Intelligent Engineering Systems.

K Paul; A Basu; T Ghosh; S Saha. Improved Prompt Generation Framework using Gemma-3-based Context-Aware Language Models, SIGNASS2026, NIT JIS.

A Maity, T Ghosh. Attention-Enhanced VAE for Unified Reconstruction and Classification on Small and Imbalanced Medical Datasets, Neural Computing and Applications , springer.

A Maity, J Hore, P Das, J Pal, T Ghosh. Palm Line Segmentation Using SAGMS-UNet, ICDMAI 2026, Kolkata.