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. Abhisek Chakraborty, (PhD Scholar), Adamas University, Topic: Multi-Objective RL Algorithm

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

Working 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, SMART HEALTH Journal.

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, Intelligent Decision Technologies Journal.

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, IEEE SISIMPACT2025.

A Maity, T Ghosh. Hybrid Deep Learning Framework for Enhanced Diabetic Retinopathy Detection: Integrating Traditional Features with AI-driven Insights. Springer SSWC 2025. Kalyani.

A Maity, T Ghosh, T Ghosh. Nail Disease Diagnosis Using a CNN-Transformer Hybrid Architecture, ICCTE-NBU 2025, Springer.