Harnessing LSTM Neural Networks and Hyperparameter Optimization for Precise Sales Forecasting in Retail. - Mainak Mitra; Soumit Roy; Sourav De; Siddhartha Bhattacharyya; Jan Platos; Václav Snásel (AISI (2), 2024)

Harnessing AI and Machine Learning for Improved Cash Flow Forecasting. - Soumit Roy; Sayantan Polley; Saurav De; Chetan Gangwal; Chittresh Mitra (DoSIER, 2024)

Secure and efficient quantum signature scheme based on the controlled unitary operations encryption. - Debnath Ghosh; Soumit Roy; Prithwi Bagchi; Indranil Chakrabarty; Ashok Kumar Das (Quantum Inf. Process., 2025)