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9 papers in the last four weeks, up 125% on the four weeks before. 0.1% of all new papers.

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  1. Epistemic Uncertainty-Aware Defect Detection for Quality Control in Medical Device Manufacturing

    Oct 6, 2026Raham A. Butt, Marco Romanelli, Roche C. de GuzmanSelective PredictionEpistemic Uncertainty

    Department of Engineering, Hofstra University, Hempstead, NY 11549 USA · Department of Computer Science, Hofstra University, Hempstead, NY 11549 USA

  2. LLM-Driven Multi-Agent Control for Skill-Based Smart Manufacturing

    Oct 1, 2026Kay Köhle, Darko Anicic, Thomas A. Runkler +1ManufacturingMulti-Agent LLM Systems

    Technical University of Munich, Munich, Germany · Siemens AG, Foundational Technologies, Munich/Garching, Germany · Siemens AG, Digital Industries, Fürth, Germany

  3. CNCGEN: A Dataset and Framework for Machining Process Planning and Toolpath Generation from B-rep Models

    Sep 30, 2026Xiaolei Zhou, Boyi Lin, Yuchao Feng +1ManufacturingGenerative Modeling

  4. Neuro-symbolic AI for Industrial Configuration

    Sep 24, 2026Danilo Valerio, Philipp Kogler, Stefan Bischof +2ManufacturingNeuro-Symbolic Reasoning

    Siemens AG Österreich · Siemens AG

  5. LLMs as Master Forgers: Generating Synthetic Time Series Data for Manufacturing

    Sep 14, 2026Mantek Singh, Jeshwanth Challagundla, Prateek Karnal +3ManufacturingSynthetic Data Generation

    Liverpool John Moores University Liverpool, England · University of Texas at Arlington Texas, USA · IIT Patna Patna, India +3

  6. Predicting build orientation for SLM dental parts: a comparison of rotation representations and direct vector regression

    Sep 14, 2026Felix Schmalzel, Reimar Waitz, Moritz Kronberger +1ManufacturingAdditive Manufacturing

    Technical University of Applied Sciences Augsburg, Augsburg, 86161, Germany · R. Waitz Data & Science, Kaufering, 86916, Germany

  7. World Models for Cross-Machine CNC Transfer under Partial Sensor Overlap

    Sep 13, 2026Ayoub Louaye Bouaziz, Matthieu Ostertag, Anton DemaslesManufacturingWorld Model Learning

    Université de Bretagne Occidentale, Brest, France · Mines Nancy, Université de Lorraine, Nancy, France

  8. Distributed Optimization of Modular Production Systems using Model-based Reinforcement Learning with Inverse Models

    Sep 12, 2026Andreas Schwung, Steve Yuwono, Sofiene Lassoued +1ManufacturingRL Control

    South Westphalia University of Applied Sciences, Soest 59494, Germany · Hochschule Düsseldorf University of Applied Sciences, Düsseldorf 40476, Germany

  9. Agentic AI-enabled Semantic Commissioning of a Cognitive Digital Twin for Reconfigurable Manufacturing

    Sep 8, 2026Yangyang Liu, Xun Xu, Jan PolzerManufacturingDigital Twins

  10. Explainable Temporal Attention-based Defect Detection For Fillet Joints in Real-Time Gas Metal Arc Welding Based on Multi-modal Data

    Sep 7, 2026Mobina Mobaraki, Mahyar Asadi, Klaske Van Heusden +1ManufacturingIndustrial Inspection

    University of British Columbia- Vancouver campus, 2329 West Mall, Vancouver, V6T 1Z4, British Columbia, Canada · Novarc Technologies Inc., 1225 E Keith Rd, North Vancouver, V7J 1J3, British Columbia, Canada · University of British Columbia, Kelowna campus, 3333 University Way, Kelowna, V1V 1V7, British Columbia, Canada

  11. Manufacturing Complex Airtight Soft Pneumatic Actuators for Soft Robotics: Process Evaluation and Optimization

    Aug 13, 2026Mohammed AbboodiManufacturingAdditive Manufacturing

  12. A Conceptual Framework for Enhancing Workforce Readiness for Smart Manufacturing in the AI Era

    Aug 12, 2026Dalton Ross Smith, Wilburn Whittington, Alejandro Martinez +2Manufacturing

    Michael W. Hall School of Mechanical Engineering, Mississippi State University, Starkville, MS, USA · Innovation, Design, and Engineering Education Laboratory, Mississippi State University, Starkville, MS, USA

  13. Federated Learning for Distributed CNC Tool Wear Prediction

    Aug 11, 2026Afsana Khan, Morris Stallmann, Marcin Pietrasik +2ManufacturingPredictive Maintenance

    Maastricht University, Maastricht, Netherlands

  14. Reinforcement Learning-Based Laser Cutting Machine Parameter Optimization

    Aug 11, 2026Khanh Quan Pham, Majid Kundroo, Geunwoo Ban +2ManufacturingReinforcement Learning

    School of Information and Communication Engineering, Chungbuk National University, Cheongju, 28644, Korea. · NPS CO., LTD., Cheongju, 28371, Korea.

  15. Uncovering expert objectives in production planning via inverse optimization: An industrial case study

    Aug 7, 2026Shivi Dixit, Rishabh Gupta, Adam Kelloway +2ManufacturingLearning to Optimize

    Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA · The Dow Chemical Company, Midland, MI 48642, USA · Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA

  16. A MARL Centered Reference Architecture for Large Language Model Augmentation in Smart Manufacturing

    Aug 7, 2026Fouad Bahrpeyma, Dirk ReicheltManufacturingDecentralized MARL

    Smart Production Systems, HTW Dresden, Saxony, Germany

  17. OmniMech: All-in-one Multimodal Mechanical Benchmark for 3D Reconstruction

    Aug 6, 2026Taiting Lu, Runze Liu, Ziwei Dong +18Manufacturing3D Reconstruction

    Pennsylvania State University · Independent Researcher · Shanghai Jiao Tong University +2

  18. Virtual Process Dossier: A Process-Aware Data Catalogue

    Jul 30, 2026Lukas Kubelka, Alexander Bott, Frank Döhner +6ManufacturingData Provenance

    Institute of Applied Informatics and Formal Description Methods, Karlsruhe Institute of Technology, Karlsruhe, Germany · Institute of Production Sciences, Karlsruhe Institute of Technology, Karlsruhe, Germany · Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Karlsruhe, Germany +4

  19. Integrating Factual and Normative Industrial Knowledge via Constraint-Aware Graph Attention for Process Plan Recommendation

    Jul 27, 2026Yuntong Chen, Yingqi Li, Yingying Xiao +5ManufacturingGraph Attention Networks

    School of Mechanical Engineering, Northwestern Polytechnical University, Xi’an, Shaanxi, 710072, China · State Key Laboratory of Complex Product Intelligent Manufacturing System Technology, Beijing Institute of Electronic System Engineering, Beijing, 100854, China

  20. Dynamic Multi-Criteria Bottleneck Severity Index (DMBSI) for Semiconductor Wafer Manufacturing: A Genetically Optimised Framework for Reentrant Production Systems

    Jul 17, 2026Mohammad Sharifur Rahman, Karl McCreadie, Saugat Bhattacharyya +5ManufacturingSemiconductor Manufacturing

    Intelligent Systems Research Centre, Ulster University, Londonderry BT48 7JL, U.K. · Seagate Technology, Londonderry BT48 0BF, Northern Ireland, U.K. · Seagate Technology, One Disc Drive, Shakopee, MN 55379, USA

  21. Time-Lag-Aware Deep Reinforcement Learning for Flexible Job-Shop Scheduling in PPVC Module Factories

    Jul 13, 2026Ziheng Zhang, Wei ZhangManufacturingReinforcement Learning

    Singapore Institute of Technology, Singapore

  22. Trajectory Optimization for Collision-Aware Redundant Robotic Multi-Axis Additive Manufacturing by Constrained Gradient Projection

    Jun 29, 2026Zhikai Shen, Jiasheng Qu, Chenyu Xu +4ManufacturingConstrained Motion Planning

  23. FacProcessTwin: An LLM-Based System for Process Twin Development

    Jun 16, 2026Yash Pulse, Yong-Bin Kang, Abhik Banerjee +1ManufacturingHuman-in-the-Loop AI

    Swinburne University of Technology Melbourne, Australia

  24. Skill-Constrained Model Predictive Control for Resilient Manufacturing Supply Chains

    Jun 15, 2026Carlos Eduardo SanojaManufacturingModel Predictive Control

    Quanta Labs, LLC · Professor, FCEA, Universidad Monte´avila · Edificio Lomas del Sol, Calle Humboldt, Lomas del Sol, Caracas, Venezuela

  25. FactoryLLM: A Safe and Open-Source AI Playground for Evaluating LLMs in Smart Factories

    Jun 12, 2026Yash Pulse, Yong-Bin Kang, Abhik Banerjee +2ManufacturingLLM Evaluation

    Swinburne University of Technology, Melbourne, Australia

  26. Physics-informed generative AI for semiconductor manufacturing: Enforcing hard physical constraints in generative models by construction

    Jun 8, 2026Yaser Mike Banad, Sarah SharifManufacturingConstrained Generative Modeling

    School of Electrical and Computer Engineering, University of Oklahoma · 3Intelligent Neuromorphic and Quantum Understanding for Innovative Research and Engineering (INQUIRE) Laboratory · 4Material Science and Engineering Program, University of Oklahoma, Norman, OK 73019 USA +1

  27. GPT-Micro: A large language paradigm for accelerated, inexpensive, and thermodynamics-consistent discovery of constitutive models in manufacturing

    Jun 6, 2026Soumik Dutta, Kiarash Naghavi Khanghah, Sania Shree +4ManufacturingMaterials Property Prediction

    Department of Mechanical and Aerospace Engineering, Rutgers University, USA · Department of Mechanical, Aerospace & Manufacturing Engineering, University of Connecticut, USA · Edison Welding Institute, USA +2

  28. Have I Solved This Before? Retrieving Similar Segmentation Problems for Evolutionary Learning

    Jun 6, 2026Andreas Margraf, Henning Cui, Jörg HähnerManufacturingImage Segmentation

    Institute of Computer Science, University of Augsburg, Germany

  29. From Capability Models to Automated Planning: An AAS-Native Approach for Automatic PDDL Generation

    Jun 1, 2026Hamied Nabizada, Thomas Wirt, Luis Miguel Vieira da Silva +2ManufacturingDigital Twins

    Institute of Automation Technology, Helmut Schmidt University Hamburg, Hamburg, Germany. · Chair of Automation Technology, Ruhr University Bochum, Bochum, Germany.

  30. Agent Manufacturing: Foundation-Model Agents as First-Class Industrial Entities

    May 24, 2026Yilei ZhangManufacturingTool-Using Agents

    Department of Mechanical Engineering University of Canterbury Christchurch, New Zealand