Explainable AI for reinforcement learning based dynamic scheduling solutions in semiconductor manufacturing Alessandro ImmordinoPatrick StöckermannGeorg Seidel OriginalPaper Open access 16 June 2025
Trade-offs in Bayesian active learning for feasible region identification Ioana NikovaSebastian Rojas GonzalezIvo Couckuyt OriginalPaper 13 June 2025
Improving rotating machinery fault diagnosis across heterogeneous machines with domain adversarial perturbation in semi-supervised domain adaptation scenario Yujun YangJun KataokaHyunsoo Yoon OriginalPaper 13 June 2025
COGNIMAN Digital Twin Architecture for Flexible Manufacturing Assia BelbachirAntonio M. OrtizMartin Hemmer OriginalPaper Open access 12 June 2025
Tool Wear State Recognition in CNC Milling using Reliable Labels, Robust Domain Features, and Lightweight AI Models Deep PatelSreekumar Muthuswamy OriginalPaper 11 June 2025
Employing natural language processing to build a knowledge graph in the realm of additive manufacturing Auwal HarunaKhandaker NomanAhmad Bala Alhassan OriginalPaper 10 June 2025
Hybrid knowledge-based deep learning method for tool wear state monitoring Dezhi YuanKunpeng ZhuShuo Wang OriginalPaper 10 June 2025
Integrating digital twin models into continuous carbon fiber-reinforced nylon additive manufacturing for process parameters verification and anomaly detection Xiao WeiYujun WangGang Liu OriginalPaper 02 June 2025
Reinforcement learning approach for decision making in disassembly processes Felix PaschkoAbderrahim KriniSteffi Knorn OriginalPaper Open access 02 June 2025
Focus to generalize (F2G): physics-guided attention for sample efficient and generalizable deep learning defect detection Mohamed Abubakr HassanMahmoud HassanChi-Guhn Lee OriginalPaper 28 May 2025
A Time-Frequency Domain Feature Fusion Model Based on Unimodal Binomial Distribution for Fault Severity Classification Zhenglei JinQifa XuXiangxiang Wang OriginalPaper 27 May 2025
Nest smarter, not harder: a hybrid vision-based deep reinforcement learning agent for packing 2D irregular geometries by rotational placement Kirolos AbdouAmgad Fakhry IbrahimMarco F. Huber OriginalPaper Open access 25 May 2025
Reinforcement learning-based laser cutting machine parameter optimization Khanh Quan PhamMajid KundrooTaehong Kim OriginalPaper 21 May 2025
Multi-task learning with state propagation for quality forecasts in polymer extrusion lines Raphael HartnerMartin KozekStefan Jakubek OriginalPaper Open access 19 May 2025
Machine learning-driven multi-objective parameter optimization for sustainable, efficient, and high-quality ultrasonic wire bonding Christoph BuchnerBenjamin RiedleFranz Schlicht OriginalPaper Open access 19 May 2025
Blockchain-based intelligent equipment assessment in manufacturing industry Tariq Ahamed AhangerMunish BhatiaAbdullah Albanyan OriginalPaper 16 May 2025
A proposed adaptive navigation architecture to improve safety of self-guided vehicles in dynamic manufacturing environments Massinissa GrabaSousso KelouwaniMohammad Mohammadpour OriginalPaper 09 May 2025
Deep meta-learning-based multi-signal data fusion approach for fault diagnosis Özgür GültekinEyup Cinar OriginalPaper 29 April 2025
AMFNet: aggregated multi-level feature interaction fusion network for defect detection on steel surfaces Changyun WeiYuhang BaoZe Ji OriginalPaper Open access 28 April 2025
Enabling production re-configurability through Digital Twins: a case study approach S. PlitsosK. GiannakosG. Vivo OriginalPaper 26 April 2025
Gen-JEMA: enhanced explainability using generative joint embedding multimodal alignment for monitoring directed energy deposition José FerreiraRoya DarabiJoão Sousa OriginalPaper Open access 26 April 2025
A deep learning based visual inspection of small-batch electronic assembly using few-shot-driven synthetic data Mingxing JiangTingyu LiuZhonghua Ni OriginalPaper 26 April 2025
Knowledge representation and reasoning in the context of automated production planning Harkiran SahotaAdam Kłodowski OriginalPaper Open access 23 April 2025
Streamlining digital twin development and operation with DTOps Ronghua MiaoShimin LiuJinsong Bao OriginalPaper 23 April 2025
Intelligent real-time tool life prediction for a digital twin framework Javier Dominguez-CaballeroSabino Ayvar-SoberanisDavid Curtis OriginalPaper Open access 21 April 2025
A method to benchmark high-dimensional process drift detection Edgar WolfTobias Windisch OriginalPaper Open access 21 April 2025
Deep learning-based real-time monitoring of electron beam powder bed fusion (EB-PBF) via electron emission Temilola Gbadamosi-AdeniyiScott FergusonTim Horn OriginalPaper Open access 17 April 2025
Blockchained on-device federated learning-based delivery capacity prediction in a social manufacturing paradigm Fuqiang ZhangHaojie WangJiewu Leng OriginalPaper 16 April 2025
Predictive quality analytics for the viscosity of water-based architectural paint manufacturing by using improved supervised machine learning and maximum dissimilarity algorithm Robinson BarrionuevoDiego Vallejo-HuangaNoha A. Mostafa OriginalPaper 14 April 2025
Generative AI in industrial machine vision: a review Hans Aoyang ZhouDominik WolfschlägerRobert H. Schmitt ReviewPaper Open access 11 April 2025
Development of a dynamic beam stabilization system for a six-axis ultrashort pulsed laser robot Yongting YangDaniel FranzRalf Hellmann OriginalPaper Open access 10 April 2025
Real-time forging process control: integrating billet-related surrogate and machine behavior models David UribeCamille DurandRégis Bigot OriginalPaper Open access 09 April 2025
Collaborative robots for quality control: an overview of recent studies and emerging trends Stefano PutteroElisa VernaMaurizio Galetto ReviewPaper Open access 08 April 2025
Use of optical sensors and artificial neural networks for precision measurement and fault detection in metallurgical environments Zdenek MachacekJakub SamajJiri Koziorek OriginalPaper Open access 04 April 2025
Machine learning approach for laser-drilled Ni-alloy plates fabrication technology G. S. SafronovM. V. AnanyevM. A. Usova OriginalPaper 04 April 2025
A dynamic surface roughness prediction system based on machine learning for the 3D-printed carbon-fiber-reinforced-polymer (CFRP) turning Anastasios TzotzisPaul MaropoulosPanagiotis Kyratsis OriginalPaper Open access 03 April 2025
Motion stage precision prediction for photonic integrated circuit assembly Lorenzo MandelliColin DankwartChristian Napoli OriginalPaper Open access 03 April 2025
Towards label-free defect detection in additive manufacturing via dual-classifier semi-supervised learning for vision-language models Kang WangLanqing LiuJingchao Jiang OriginalPaper 02 April 2025
Structured sampling strategies in Bayesian optimization: evaluation in mathematical and real-world scenarios Lucas GreifNiklas HübschleJivka Ovtcharova OriginalPaper Open access 28 March 2025
Explainable neural network for time series-based condition monitoring in sheet metal shearing Marco BeckerPhilipp NiemietzThomas Bergs OriginalPaper Open access 28 March 2025
An intelligent energy management method for the manufacturing systems using the knowledge graph and large language model Pengcheng WuHaobei TuLeihao Gong OriginalPaper 26 March 2025
A novel quality inspection method based on free-form surface digital twin model Tian-Feng QiHai-Rong FangYu-Fan He OriginalPaper 24 March 2025
Correction: Digital twin designs with generative AI: crafting a comprehensive framework for manufacturing systems Omar MataPedro PonceArturo Molina Correction Open access 21 March 2025
Agentic manufacturing system = digital twin + manufacturing Andrew Kusiak Editorial 18 March 2025 Pages: 2221 - 2222
A new characterization method for rapid prediction of recrystallization damage in single crystal superalloys considering plastic deformation Zichen ZhanCongcong HanWenxi Wang OriginalPaper 12 March 2025
An unsupervised domain adaptation method for intelligent fault diagnosis based on target feature enhancement and feature-boundary alignment Ming XieJianxin LiuCai Yi OriginalPaper 09 March 2025
Reinforcement learning in dynamic job shop scheduling: a comprehensive review of AI-driven approaches in modern manufacturing Chinyere NgwuYing LiuRui Wu ReviewPaper Open access 08 March 2025
A planning and execution framework for robotic assembly with deformable objects using a centralized database based on the Rαβγ categorization Ran ShneorGali NavehSigal Berman OriginalPaper Open access 06 March 2025
Optimizing chamber systems for deposition processes in the semiconductor industry with deep learning framework: tackling small simulation datasets Donggeun ParkHanbin ChoSeunghwa Ryu OriginalPaper 27 February 2025
Infill pattern strategy impact on the cross-sectional area at gauge length of material extrusion 3D printed polylactic acid parts J. M. Cañero-NietoR. J. Campo-CampoJ. F. Solano-Martos OriginalPaper Open access 26 February 2025
