JP-DAP: An Intelligent Data Analytics Platform for Metro Rail Transport Systems. - Jaison Paul Mulerikkal; Sajanraj Thandassery; Deepa Merlin Dixon Kunnamkody; Vinith Rejathalal; Binu Ayyappan (IEEE Trans. Intell. Transp. Syst., 2022)

Kathakali Mudras: An AI-Enhanced Predictive Approach. - Jaison Paul Mulerikkal; K. Janani; P. S. Sreelakshmi; Divya James; K. S. Lakshmi; Sajanraj Thandassery; Binu Ayyappan (ISCMI, 2024)

GEMM-ArchProfiler: A simulation framework for hardware-level profiling and performance analysis of General Matrix Multiplication in real CNN workloads on heterogeneous CPU architectures. - Binu Ayyappan; G. Santhosh Kumar (SoftwareX, 2025)

NeuroProbe: A Performance Profiling Feed Forward Neural Network Simulator for Hardware Interaction Analysis. - Binu Ayyappan; G. Santhosh Kumar (SN Comput. Sci., 2025)

A comprehensive survey of machine learning and deep learning approaches for anomaly detection in high-performance computing systems. - Cibin Ki; Ramah Sivakumar; Jaison Paul Mulerikkal; Binu Ayyappan; Manish Gupta; Tony Jan (J. Supercomput., 2025)