Driver Behavior Modeling with Subjective Risk‐Driven Inverse Reinforcement Learning
A subjective risk‐driven inverse reinforcement learning framework is proposed to model driver decision‐making. It infers drivers' risk perception and risk tolerance from driving data. A learnable risk threshold is used to regulate decisions, enabling interpretable and human‐like driving behavior decisions.
Yang Liang +6 more
wiley +1 more source
Array antenna with series-fed configuration providing high radiation performances for automotive radar in IoT applications. [PDF]
Zakeri H +5 more
europepmc +1 more source
Neurorobotics for automotive manufacturing industry in era of embodied intelligence: a mini review. [PDF]
Zhang B, Xia Q.
europepmc +1 more source
Intelligent performance prediction of nanoparticle-enhanced automotive radiator cooling using CFD and machine learning. [PDF]
Satpute JB +6 more
europepmc +1 more source
ABSTRACT This study investigates the flow of a magnetized hybrid nanofluid over a permeable stretching surface. The mass and thermal transport within the system is regulated using the Cattaneo–Christov flux theory. The fluid is additionally subjected to thermophoresis, chemical reaction, Brownian motion, and activation energy effects.
Ebrahem A. Algehyne +6 more
wiley +1 more source
Transforming the automotive industry: Defining, clustering, and efficiency analysis of the next-generation automotive ecosystem. [PDF]
Shon M, Kim J, Kim H.
europepmc +1 more source
ABSTRACT An extensive experimental analysis was conducted to assess the thermal, acoustic, magnetic, and electrical properties of composite materials reinforced with varying ratios of silicon carbide (SiC) and alumina (Al₂O₃) powders, with a focus on enhancing the functionality of robotic arms.
Merdan Özkahraman +2 more
wiley +1 more source
Energy Absorption of Curvilinear Hybrid Auxetic Honeycombs. [PDF]
Li S, Qiu N, Liu W, Yang J, Gao Q.
europepmc +1 more source
Preparation of MOEAMCl and MAAm Based Hydrogels and Effective Use in Anionic Dye Adsorption
ABSTRACT In this study, hydrogels based on [2‐(Methacryloyloxy)ethyl]trimethylammonium chloride (MOEAMCl) and methacrylamide (MAAm) were synthesized for the removal of anionic dyes from aqueous solutions. Following detailed characterization, the use of hydrogels for methyl orange (MO) adsorption was investigated.
Hilal Nur Duykop Demir +3 more
wiley +1 more source
The introduction of a Sound Quality Engineering Process to Jaguar Cars : executive summary [PDF]
The control of the noise and vibration generated by an automobile is referred to as Noise, Vibration and Harshness (NVH) engineering. It involves identifying the design detail required to reduce the noise and vibration inside the passenger compartment ...
Dunne, Gerard T.
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