Frontiers in Mechanical Engineering

Original Research

Published on 12 Nov 2026

Machine learning condition monitoring systems for rotating machinery fault detection

in Digital Manufacturing

Muhamad Mursyied Mahazani
Muchamad Oktaviadri
Nafrizuan Mat Yahya
Ahmad Razlan Yusoff

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1979480

530 views

Mini Review

Published on 12 Nov 2026

Beyond governing-equation residuals: verification and validation of physics-informed neural networks for forward structural-dynamic response prediction

in Solid and Structural Mechanics

Borun Das
Abir Nag Bulbul

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1979675

512 views

Original Research

Published on 12 Nov 2026

Thermal–hydraulic performance of transverse ridge geometries in water-cooled microchannel heat sinks

in Heat Transfer Mechanisms and Applications

Joseph Marcello
Sumith Yesudasan

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1965238

366 views

Original Research

Published on 12 Nov 2026

Macroscopic plastic response and atomic-scale dislocation evolution of Ti-6Al-4V alloy during ultrasonic surface rolling

in Digital Manufacturing

Zhenghao Wang
Zeqi Feng
Jiakang Zhou
Xianfu Liu
Yanhou Liu
Jinguo Han

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.2014090

149 views

Original Research

Published on 11 Nov 2026

Industry 4.0 in Bahrain: policy architecture, implementation mechanisms, and manufacturing readiness challenges

in Digital Manufacturing

Muhamed Abdelhamed Bakhet Abdallah

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1897016

268 views

Original Research

Published on 11 Nov 2026

Location and path planning of dorsal acupoints for a robotic massage system

in Mechatronics

Bingqian Zou
Mengxia Luo
Yujin Wang

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1987464

535 views

Original Research

Published on 11 Nov 2026

A comparative analysis of magnetohydrodynamic jeffery-hamel blood flow: solutions from HPM to ANN

in Fluid Mechanics

Nathiya M
Padma R

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1960499

320 views

Original Research

Accepted on 10 Nov 2026

Layered Material Disentanglement and Trustworthy Inverse Cel Shading of Mechanical Assembly Illustrations Guided by Large Multimodal Vision–Language Model Priors

in Mechatronics

Yutong Liu

Frontiers in Mechanical Engineering

Original Research

Accepted on 10 Nov 2026

State-and Session-Bound Interlocking for Neuro-Symbolic Switching Tickets in WAPI-Enabled Substations

in Mechatronics

Xun Wang
Yuzhu Wu
Tingting Li
Yiqin Zheng
Lian Yan

Frontiers in Mechanical Engineering

Perspective

Accepted on 10 Nov 2026

Design-Grade Explainable AI as a Prerequisite for Generative Engineering Design in Manufacturing

in Digital Manufacturing

Muhammad Umar Farooq

Frontiers in Mechanical Engineering

Original Research

Published on 10 Nov 2026

Double-pulse diesel injection strategy on combustion performance and emission characteristics of turbocharged multi-cylinder CRDI dual-fuel diesel engine fueled with gasoline/diesel and ethanol/diesel

in Engine and Automotive Engineering

Naasam Vasukumar
Nataraj Ganesan

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1963728

501 views

Original Research

Accepted on 09 Nov 2026

Digital Twin Mapping Model of CNC Machining Process Based on Sensor Data Stream Sequence and Graph Neural Network

in Mechatronics

Dan Wang

Frontiers in Mechanical Engineering

Mini Review

Accepted on 09 Nov 2026

Film Thickness and Surface Topography Metrology for Atomic-Scale Manufacturing: From Atomic Resolution to Scalable Inspection

in Tribology

Xiaoyang Yi
Xinhui Wang
Chen Xiao
Jinghang Liu
Yinghao Li

Frontiers in Mechanical Engineering

Original Research

Accepted on 09 Nov 2026

Exact Second-Order Moment Realizability of the D2Q9 Lattice: Analytical Bounds, Convex Geometry, and Momentum-Dependent Topology

in Fluid Mechanics

Saleh A. Bawazeer
Mohammad S. Alsoufi

Frontiers in Mechanical Engineering

Original Research

Accepted on 09 Nov 2026

Episode Calibrated Thermal Residual Monitoring for Battery Fast Charging Protection

in Engine and Automotive Engineering

Chunhui Liu
Li Mingtao

Frontiers in Mechanical Engineering

Original Research

Accepted on 09 Nov 2026

Multi-Scale Predictive Control of Boiler Furnace Temperature Field Based on MPC-Seq2seq

in Heat Transfer Mechanisms and Applications

Xiaowei Chen

Frontiers in Mechanical Engineering

Original Research

Published on 09 Nov 2026

Free vibration behavior of bio-inspired helicoidal laminated sandwich skew plates: finite element-assisted higher-order zigzag theory

in Solid and Structural Mechanics

Ankit Singh
Aman Garg
Vaishali Sahu

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1817499

1,471 views

Original Research

Published on 06 Nov 2026

Multi-agent path planning and reinforcement learning for wire harness handling

in Mechatronics

Ludwig Streloke
Marco Peyerl
Jörg Franke
Patrick Bründl

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1910151

674 views

Original Research

Published on 06 Nov 2026

BEV-based collaborative distillation and multi-domain transformer fusion for autonomous driving 3D object detection

in Engine and Automotive Engineering

Shujian Zhang
Subing Liu

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1937227

649 views

Original Research

Accepted on 05 Nov 2026

Structural Optimization Design of Sorting Robots Based on Dynamic Modeling and Genghis Khan Shark Algorithm

in Mechatronics

Xiaona Cai

Frontiers in Mechanical Engineering

121 views

Original Research

Accepted on 05 Nov 2026

A Controlled Protocol-Audit Study of Multi-Scale and Occlusion-Aware Modules in Direct 6D Pose Regression

in Mechatronics

Xiaohua Zhong
Longbiao Huang
Lin Li

Frontiers in Mechanical Engineering

134 views

Original Research

Published on 05 Nov 2026

Data-driven digital twin-assisted energy storage scheduling for electric vehicle charging stations under demand uncertainty: explainable forecasting and multi-objective dispatch

in Engine and Automotive Engineering

Zhengyang Fang

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1986327

542 views

Original Research

Published on 05 Nov 2026

Influence of thermal history on microstructural evolution and semi-solid processability of AZ91D magnesium alloy

in Digital Manufacturing

Javier Antonio Navas
Sergi Menargues
D. Gutierrez
E. Rua Ramirez
Isabel Espinosa
Josep A. Picas

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.2006059

368 views

Original Research

Published on 05 Nov 2026

Fatigue life prediction of variable-load industrial robotic arms based on physics-informed graph neural networks

in Solid and Structural Mechanics

Jia Guo

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.2006613

329 views

1,197 articles

articles

Machine learning condition monitoring systems for rotating machinery fault detection

Beyond governing-equation residuals: verification and validation of physics-informed neural networks for forward structural-dynamic response prediction

Thermal–hydraulic performance of transverse ridge geometries in water-cooled microchannel heat sinks

Macroscopic plastic response and atomic-scale dislocation evolution of Ti-6Al-4V alloy during ultrasonic surface rolling

Industry 4.0 in Bahrain: policy architecture, implementation mechanisms, and manufacturing readiness challenges

Location and path planning of dorsal acupoints for a robotic massage system

A comparative analysis of magnetohydrodynamic jeffery-hamel blood flow: solutions from HPM to ANN

Layered Material Disentanglement and Trustworthy Inverse Cel Shading of Mechanical Assembly Illustrations Guided by Large Multimodal Vision–Language Model Priors

State-and Session-Bound Interlocking for Neuro-Symbolic Switching Tickets in WAPI-Enabled Substations

Design-Grade Explainable AI as a Prerequisite for Generative Engineering Design in Manufacturing

Double-pulse diesel injection strategy on combustion performance and emission characteristics of turbocharged multi-cylinder CRDI dual-fuel diesel engine fueled with gasoline/diesel and ethanol/diesel

Digital Twin Mapping Model of CNC Machining Process Based on Sensor Data Stream Sequence and Graph Neural Network

Film Thickness and Surface Topography Metrology for Atomic-Scale Manufacturing: From Atomic Resolution to Scalable Inspection

Exact Second-Order Moment Realizability of the D2Q9 Lattice: Analytical Bounds, Convex Geometry, and Momentum-Dependent Topology

Episode Calibrated Thermal Residual Monitoring for Battery Fast Charging Protection

Multi-Scale Predictive Control of Boiler Furnace Temperature Field Based on MPC-Seq2seq

Free vibration behavior of bio-inspired helicoidal laminated sandwich skew plates: finite element-assisted higher-order zigzag theory

Multi-agent path planning and reinforcement learning for wire harness handling

BEV-based collaborative distillation and multi-domain transformer fusion for autonomous driving 3D object detection

Structural Optimization Design of Sorting Robots Based on Dynamic Modeling and Genghis Khan Shark Algorithm

A Controlled Protocol-Audit Study of Multi-Scale and Occlusion-Aware Modules in Direct 6D Pose Regression

Data-driven digital twin-assisted energy storage scheduling for electric vehicle charging stations under demand uncertainty: explainable forecasting and multi-objective dispatch

Influence of thermal history on microstructural evolution and semi-solid processability of AZ91D magnesium alloy

Fatigue life prediction of variable-load industrial robotic arms based on physics-informed graph neural networks