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A Comparative Study of Physics Based Grey Box and Neural Network Trained Black Box Dynamic Models in an RCCI Engine Control Parameter Prediction

Publication code
Author(main)
Chinmaya Mishra (Indian Institute of Technology Delhi)
Paper/Info type
SAE Paper
Date of publication
Apr 2021

No.2021-01-0178

A Hybrid Method for Automotive Entity Recognition

Publication code
Author(main)
Navya K Sivaraman (Tata Elxsi, Ltd.)
Paper/Info type
SAE Paper
Date of publication
Apr 2021

No.2021-01-0179

Reward Function Design via Human Knowledge Graph and Inverse Reinforcement Learning for Intelligent Driving

Publication code
Author(main)
Rong Guo (Tongji University)
Paper/Info type
SAE Paper
Date of publication
Apr 2021

No.2021-01-0180

High-Fidelity Modeling of Light-Duty Vehicle Emission and Fuel Economy Using Deep Neural Networks

Publication code
Author(main)
Farhang Motallebiaraghi (Western Michigan University)
Paper/Info type
SAE Paper
Date of publication
Apr 2021

No.2021-01-0181

Predictive Gearbox Oil Temperature Using Machine Learning

Publication code
Author(main)
Varaprasad Gandi (Tata Elxsi, Ltd.)
Paper/Info type
SAE Paper
Date of publication
Apr 2021

No.2021-01-0182

Deep Learning Based Real Time Vulnerability Fixes Verification Mechanism for Automotive Firmware/Software

Publication code
Author(main)
Asadullah Ansari (SRM University)
Paper/Info type
SAE Paper
Date of publication
Apr 2021

No.2021-01-0183

A Framework for Benchmarking Feedback-Based Dynamic Data Collection Methods in Connected Vehicle Networks

Publication code
Author(main)
Alp Sahin (Worcester Polytechnic Institute)
Paper/Info type
SAE Paper
Date of publication
Apr 2021

No.2021-01-0184

Driver Identification Using Driving Behavior, Habits and Driver Characteristics

Publication code
Author(main)
Milad Jalaliyazdi (General Motors of Canada, Ltd.)
Paper/Info type
SAE Paper
Date of publication
Apr 2021

No.2021-01-0185

Using Deep Learning to Predict the Engine Operating Point in Real-Time

Publication code
Author(main)
Srikanth Kolachalama (General Motors LLC)
Paper/Info type
SAE Paper
Date of publication
Apr 2021

No.2021-01-0186

Decision Tree Regression to Identify Representative Road Sections for Evaluating Performance of Connected and Automated Class 8 Tractors

Publication code
Author(main)
Chen Zhang (National Renewable Energy Laboratory)
Paper/Info type
SAE Paper
Date of publication
Apr 2021

No.2021-01-0187

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