Scholarly record

Status before spectacle.

Each manuscript carries its current editorial status beside the intended journal or venue. No submitted work is represented as accepted or published.

Papers

01
SubmittedEngineering Applications of Artificial Intelligence (Elsevier)

Variable-Aware Regional Adaptive Control for Physics-Informed Neural Networks

Arawal Shukla · supervised by Prof. Gopal Chandra Shit

A guarded feedback controller that diagnoses where and which physical channel is failing before making a bounded intervention around ordinary PINN training.

Project evidence ↗Code ↗
Last updated 31 July 2026
02
SubmittedIEEE I4C 2026 · Computing & Intelligent Systems

Trust-Weighted and Runtime-Shielded CACC for Cyber-Resilient Vehicle Platooning

Arawal Shukla, Krushna Das, Revathi A. R.

A four-layer cyber-physical architecture that treats each V2V message as a directed claim, estimates relational trust, uses it inside cooperative control, and supervises the final command with a physical gap/TTC shield.

Project evidence ↗Code ↗
Last updated 31 July 2026