activity
20182026
most citedDeep Learning in the Automotive Industry: Recent Advances and Application Examples

5 citations · 8 across the 5 of their papers we have counts for

collaborators

6 papers

cs.IR2026

TechRAG: Evidence-Gated Multimodal Agentic RAG for Technical Literature Reasoning

Kanwar Bharat Singh

This paper presents an agentic multimodal retrieval-augmented generation (RAG) framework for domain-specific literature reasoning, instantiated on a curated corpus of several thous…

cs.LG2026

Binary Road Surface Classification Using Machine Learning on Production Vehicle Signals During Cruising

Vishal Hariharan, Salar Basiri, Kanwar Bharat Singh

Knowledge of real-time road slipperiness, or even better, a refined estimate of peak grip potential, is a critical input for vehicle warning and intervention control systems. Typic…

eess.SY2023★ 3 cited

Extended Pacejka Tire Model for Enhanced Vehicle Stability Control

Kanwar Bharat Singh, Srikanth Sivaramakrishnan

Despite their widespread use, current tire models have demonstrated a certain level of inaccuracy, primarily due to uncertainties related to unaccounted nonlinearity and disturbanc…

cs.LG2019★ 5 cited

Deep Learning in the Automotive Industry: Recent Advances and Application Examples

Kanwar Bharat Singh, Mustafa Ali Arat

One of the most exciting technology breakthroughs in the last few years has been the rise of deep learning. State-of-the-art deep learning models are being widely deployed in acade…

eess.SP2019

Accelerometer Based Method for Tire Load and Slip Angle Estimation

Kanwar Bharat Singh, Saied Taheri

Tire mounted sensors are emerging as a promising technology, capable of providing information about important tire states. This paper presents a survey of the state-of-the-art in t…

eess.SP2018

Virtual Sensor for Vehicle Sideslip Angle Based on Tire Model Adaptation

Kanwar Bharat Singh

Information about the vehicle sideslip angle is crucial for the successful implementation of advanced stability control systems. In production vehicles, sideslip angle is difficult…