Joint distribution domain adaptation: a novel meta-learning framework for cross-domain few-shot fault diagnosis Yong ZhangMengfan ZhangWenzhe Liu OriginalPaper 08 November 2025
Modern trends and industrial use cases of digital twin technology with 3D behavioral representation Zdenek MachacekRadim HercikJiri Koziorek ReviewPaper Open access 08 November 2025
Adaptive learning strategies for addressing chamber variations in real-time endpoint detection of semiconductor plasma etching Chae Sun KimHae Rang RohJong Min Lee OriginalPaper Open access 06 November 2025
Collaborative automation in factories of the future: review and survey Praditya AjidarmaShimon Y. Nof ReviewPaper 06 November 2025
AI agent-driven process automation for dynamic production efficiency and intelligent equipment integration Chung-Yang ChenShih-Chang Lin OriginalPaper 06 November 2025
Toward human-centric Industry 5.0: a framework for cognitive workload assessment in maintenance and assembly Micaela VittiAngelica CotruvoFrancesco Facchini OriginalPaper 06 November 2025
A data screening framework before engaging machine learning in manufacturing Tiancheng JiangTansu AlpcanKevin Otto OriginalPaper 31 October 2025
Augmentor: a cognitive-inspired approach for context-aware adaptive learning with human guidance Hoa Thi NguyenØystein HaugenEinar Broch Johnsen OriginalPaper Open access 31 October 2025
A method for reconstructing large-scale part models based on feature point cloud data Jinfeng LiuZhilong ChengXiaojun Liu OriginalPaper 31 October 2025
Semi-supervised techniques to address the scarcity of experimental data: a case study of single point incremental forming Jose Alberto Maestro-PrietoPablo E. RomeroAndres Bustillo OriginalPaper Open access 31 October 2025
Self-supervised cross-domain open-set fault diagnosis method based on graph learning under time-varying speed conditions Sichao SunXinyu XiaHua Zhou OriginalPaper 31 October 2025
Automated neural network generation for industrial datasets, application to laser powder bed fusion Sasan Salmani Pour AvvalTitouan AbadieVahid Yaghoubi OriginalPaper 31 October 2025
Multimodal deep learning-based on and off-axis melt pool monitoring for layer height and surface metrology predictions in directed energy deposition Reza AsadiAapo Ylä-AutioIñigo Flores Ituarte OriginalPaper Open access 31 October 2025
Density-aware multi-modal feature fusion for wafer map defect classification in semiconductor manufacturing Wei ZhaoYongkang LiuXiupeng Shi OriginalPaper 30 October 2025
Assembly task planning framework based on knowledge graph Zhaobo XuChaoran ZhangPingfa Feng OriginalPaper 30 October 2025
ZSCIAD: a preliminary exploration of zero-shot class incremental anomaly detection method Yaohua GuoGuoai XuJianping Yin OriginalPaper 23 October 2025
Prediction of spindle power during cutting using Gaussian process regression Kengo KawaiShota SuginouchiHajime Mizuyama OriginalPaper 18 October 2025
Automated detection and classification of soldering defects in printed circuit boards using deep learning and optical and thermal imaging Tiago DiogoAntónio RamosAntónio Lopes OriginalPaper 18 October 2025
A spatio-temporal hybrid method with multi-scale BiTCN and modified informer for remaining useful life prediction Jie WangZhong LuKai-Uwe Schröder OriginalPaper 18 October 2025
Rapid digital twin modeling method and system for equipment Liang ChenMoshi ZhouYu Zheng OriginalPaper 18 October 2025
Towards health monitoring of laser powder bed fusion using acoustic emissions: identify manufacturing parameters Yinghong YuZeshi YangWentao Yan OriginalPaper 18 October 2025
MeltpoolINR: predicting temperature field, melt pool geometry and their rate of change in laser powder bed fusion Manav ManavNathanaël PerraudinLaura De Lorenzis OriginalPaper Open access 18 October 2025
Improving safety in human–robot collaboration towards sustainable production in Industry 5.0 Justyna Patalas-MaliszewskaHanna ŁosykAdam Dudek OriginalPaper Open access 18 October 2025
Quality improvement in sand casting process: a hybrid approach based on machine learning and metaheuristic optimization methods Yusuf Ziya ÇiçekFeyza Gürbüz OriginalPaper 13 October 2025
DeepMachining: online prediction of machining errors of lathe machines Xiang-Li LuHwai-Jung HsuSheng-Mao Cheng OriginalPaper 13 October 2025
Spatiotemporal deep learning using infrared thermography for real-time monitoring and process parameter adjustment in material extrusion Asef Ishraq SadafHossain Ahmed OriginalPaper 13 October 2025
A digital twin-based neutrosophic multi-objective optimization model for smart supply chains in the food industry Hamed NozariHossein AbdiMaryam Rahmaty OriginalPaper Open access 11 October 2025
Remb: regularized embedding memory book to extend metric learning in fault diagnosis David Solís-MartínMartina Fuentes-MoronoJoaquín Borrego-Díaz OriginalPaper Open access 11 October 2025
Cross-scene object relationship-driven object detection for flexible printed circuit production Jiu DaiGuangzhu ChenLinmao Xu OriginalPaper 11 October 2025
Harnessing computational modelling to drive progress in additive manufacturing: a state-of-the-art review Sachin KumarSong GaoAditya Sharma ReviewPaper 11 October 2025
Geometry-informed multimodal variational autoencoder for real-time prediction of properties for Ti–6Al–4V fabricated using PBF-LB Qixiang LuoNancy HuangAllison M. Beese OriginalPaper Open access 11 October 2025
Fluorescent penetrant inspection system for minor defects in jet-engine blade surface Dongbo WuDingshan DengBing Zhao OriginalPaper 04 October 2025
Systematic review and future directions in dynamic flexible job shop scheduling: a decade of research Candice DestouetHouda TlahigBélahcène Mazari ReviewPaper 04 October 2025
Multi-source feature augmentation adversarial domain generalization method for tool wear condition monitoring on unseen machine tools Jiajie ShaoDianjun FangJianmin Zhu OriginalPaper 30 September 2025
S2GA-VM: self-supervised and global-aware virtual metrology for accurate film thickness prediction in semiconductor manufacturing Weiping XieJiangchen WuYining Chen OriginalPaper 30 September 2025
Deep reinforcement learning based approach for the search and engagement phase of the robotic screw unfastening process Anwar Al AssadiYandong WangMarco F. Huber OriginalPaper Open access 30 September 2025
Intelligent digital twin process for the end-milling simulation combined with a multi-physical model Sang Min YangJoon-Hyeok ChoeHyung Wook Park OriginalPaper 30 September 2025
Data-driven based intelligent grinding process system: construction strategies and applications Changsheng LiLishu LvRongjin Zhuo OriginalPaper 23 September 2025
No label left behind: a unified surface defect detection model for all supervision regimes Blaž RolihMatic FučkaDanijel Skočaj OriginalPaper Open access 23 September 2025
One-shot learning for rapid generation of structured robotic manipulation tasks from 3D video demonstrations Jaime Duque-DomingoRiccardo CaccavaleJaime Gómez-García-Bermejo OriginalPaper Open access 19 September 2025
Lightweight re-imaging quality assessment for detecting small defects on steel plate surfaces in the context of the internet of things Jingzhao ChenBin LiuHaowen Zuo OriginalPaper 17 September 2025
Anomaly image detection method based on one-step denoising diffusion model with high- and low-frequency information enhanced Zhiqiang FengCe LiRuilong Jiang OriginalPaper 13 September 2025
Mitigating manufacturing defects in laser-powder bed fusion: a design-led compensation framework for truss-based metallic lattices S. MurchioM. BenedettiD. Pasini OriginalPaper 13 September 2025
Benchmarking deep learning models for surface defect detection: a reproducible and statistically-rigorous approach Darío G. LemaLidia Sánchez-GonzálezF. J. delaCalle OriginalPaper Open access 06 September 2025
A robust optimization model for the supplier portfolio selection problem using a combination of artificial fish swarm algorithm and simulated annealing A. M. AzadiS. M. T. Fatemi GhomiAmir M. Fathollahi-Fard OriginalPaper 06 September 2025
Topology-aware and highly generalizable deep reinforcement learning for efficient retrieval in multi-deep storage systems Funing LiYuan TianRobert Schulz OriginalPaper Open access 06 September 2025
Detection and localization system for surface defects of automotive forgings based on machine vision Qi GaoQiang WuLin Hua OriginalPaper 06 September 2025
Deep learning based computer vision for predicting electrospinning stability via Taylor cone analysis Imtiaz QaviGeorge Z. Tan OriginalPaper 06 September 2025
A scientometric review of digital twin in 3G to 6G networks: industry applications and trends Munish BhatiaVinika Malik ReviewPaper 06 September 2025
A novel data augmentation method for few-shot industrial surface defect detection based on segment anything model adapter Fan HuangLiming ZhengZhisheng Zhang OriginalPaper 30 August 2025
