Prakash Vaithyanathan

[5] ai.viXra.org:2610.0034 submitted on 2026-10-12 14:46:10 , (43 unique-IP downloads)

An Early Warning Layer for Autonomous AI Agents: A Training-Free Signal Based on Lag-1 Autocorrelation

Authors: Prakash Vaithyanathan
Category: Artificial Intelligence

[4] ai.viXra.org:2610.0025 submitted on 2026-10-09 14:55:38 , (33 unique-IP downloads)

Proactive Early Warning for EV Battery Packs: A Concept Note on Reading the Recovery Speed of the BMS Voltage Signal

Authors: Prakash Vaithyanathan
Category: Statistics

[3] ai.viXra.org:2609.0028 submitted on 2026-09-11 20:26:42 , (64 unique-IP downloads)

Arnold's Bifurcation Principle Applied to Radio Link Failure and Beam Failure Early Warning in Cellular Networks (4G/5G/6G)

Authors: Prakash Vaithyanathan
Category: Digital Signal Processing

[2] ai.viXra.org:2609.0023 submitted on 2026-09-10 01:45:10 , (57 unique-IP downloads)

Arnold’s Bifurcation Principle Applied to Optical Network Soft-Failure Early Warning

Authors: Prakash Vaithyanathan
Category: Digital Signal Processing

[1] ai.viXra.org:2609.0005 submitted on 2026-09-03 23:03:35 , (90 unique-IP downloads)

Arnold’s Bifurcation Principle Applied to Large-Scale AI Training: Real-Time Hardware Prediction of Loss Divergence Using Hessian-Free Eigenvalue Tracking

Authors: Prakash Vaithyanathan
Category: Artificial Intelligence