Development and Assessment of SPM: A Sigmoid-Based Model for Probability Estimation in Non-Repetitive Unit Selection With Replacement. - Samarth Godara; G. Avinash; Rajender Parsad; Sudeep Marwaha; Mukhtar Ahmad Faiz; Ram Swaroop Bana (IEEE Access, 2024)

Hidden Markov guided Deep Learning models for forecasting highly volatile agricultural commodity prices. - G. Avinash; V. Ramasubramanian; Mrinmoy Ray; Ranjit Kumar Paul; Samarth Godara; G. H. Harish Nayak; Rajeev Ranjan Kumar; B. Manjunatha; Shashi Dahiya; Mir Asif Iquebal (Appl. Soft Comput., 2024)

Transformer-based deep learning architecture for time series forecasting. - G. H. Harish Nayak; Md Wasi Alam; G. Avinash; Rajeev Ranjan Kumar; Mrinmoy Ray; Samir Barman; K. N. Singh; B. Samuel Naik; Nurnabi Meherul Alam; Prasenjit Pal; Santosha Rathod; Jaiprakash Bisen (Softw. Impacts, 2024)

Meta-transformer: leveraging metaheuristic algorithms for agricultural commodity price forecasting. - G. H. Harish Nayak; Md Wasi Alam; B. Samuel Naik; B. S. Varshini; G. Avinash; Rajeev Ranjan Kumar; Mrinmoy Ray; K. N. Singh (J. Big Data, 2025)