Research

Papers & awards.

Publications, research contributions and competitive achievements across machine learning, robotics and computer vision.

Papers

2026Accepted, ZHCON (Zakir Husain College Conference), AMU

Beyond Backpropagation: Biologically Plausible Learning as a Route to Low-Power, Sustainable AI Training

Mohammad Yousuf Raza, Shashwat Singh, Tabish Shah Mohsin

Machine LearningSustainable AI

2026Accepted, ZHCON (Zakir Husain College Conference), AMU

Physics-Informed Neural Radiance Field for Sustainable Underwater Infrastructure Inspection: Integration with 6-DOF AUV

Mohammad Ayan, Mohd. Bilal, Abdullah, Tabish Shah Mohsin

Computer VisionRoboticsNeRF

Awards & recognition

2025The Bengaluru Last Mile Challenge

Second Place Winner

Awarded for developing a multi-modal ETA prediction model for the city of Bengaluru.

2026AMU-ROVc

Second Place Winner

Awarded for developing a robust control stack for an 8-thruster V-config underwater ROV, implementing PID-based stability, thrust allocation, and live telemetry for precise 6 degrees-of-freedom maneuvering.