Additive Manufacturing

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6 papers in the last four weeks, down 40% on the four weeks before. 0.0% of all new papers.

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  1. Domain-informed Adaptive Sampling for Generalizable PINNs in Metal Additive Manufacturing via Conditional Flow Matching

    Oct 6, 2026Hyeonsu Lee, Jihoon JeongAdaptive SamplingPhysics-Informed ML

    Wm Michael Barnes ’64 Department of Industrial and Systems Engineering Texas A&M University College Station, TX 77843, USA

  2. Generative World Models Enable Predictive Control of Laser Melt Pool Dynamics

    Oct 5, 2026Yiyang Yan, Markus Bambach, Mohamadreza AfrasiabiWorld Model LearningModel Predictive Control

    Advanced Manufacturing Lab, ETH Zürich, Leonhardstrasse 21, Zürich 8092, Switzerland

  3. Event Cameras for Melt-Pool Monitoring in Additive Manufacturing: A Benchmark and a Cross-Machine Transfer Analysis

    Oct 3, 2026Mohamad Yazan Sadoun, Sarah Sharif, Yingtao Liu +2Additive ManufacturingEvent-Based Vision

    School of Electrical & Computer Engineering, University of Oklahoma, Norman, OK, USA. · INQUIRE Lab, University of Oklahoma, Norman, OK, USA. · School of Aerospace & Mechanical Engineering, University of Oklahoma, Norman, OK, USA.

  4. DCM-SAM: Defect-Conditioned Mixture of LoRA Experts for NPU-Deployed AM Defect Segmentation

    Sep 30, 2026Md Mushfiqur Rahaman, Md Mahedi Hasan, Imtiaz Ahmed +1Mixture of ExpertsVision Foundation Model Adaptation

    Department of Industrial and Management Systems Engineering West Virginia University, Morgantown, WV · School of Mathematical and Data Sciences West Virginia University, Morgantown, WV · Lane Department of Computer Science & Electrical Engineering West Virginia University, Morgantown, WV

  5. Kinematics-Grounded Agentic AI for Robotic Additive Manufacturing Process Planning

    Sep 16, 2026Jingzhan Ge, Ruimin Chen, Azadeh Haghighi +2Large Language Model-Based Robot PlanningRobotics

    School of Mechanical, Aerospace, and Manufacturing Engineering, University of Connecticut, Storrs, Connecticut, USA · Department of Mechanical and Industrial Engineering, University of Illinois Chicago, Chicago, IL 60608, USA

  6. Toward 3D Printable Non-Planar Electroadhesive Structures for Active Anchoring

    Sep 16, 2026Mostafa A. Atalla, Carol R. Derla, Pep Canyelles Pericàs +1Additive Manufacturing

    Robotics and Mechatronics Group, Faculty of EEMCS, University of Twente, 7522 Enschede, The Netherlands

  7. 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

  8. An Automated Thickness Evaluation Procedure Using an Integrated Structured Light 3D Camera in a Robotic Bioprinting Framework

    Sep 10, 2026Ehsan Zobeidi, Omid Rezayof, Farshid AlambeigiAdditive Manufacturing

    Walker Department of Mechanical Engineering and Texas Robotics, University of Texas at Austin, TX, USA

  9. Robot Aware Computational Design of Object Specific Passive Grippers for Additive Manufacturing

    Sep 3, 2026Abdullah Yahya Abdullah Omaisan, Ibrahim Sheikh MohamedRobotic GraspingAdditive Manufacturing

    1Independent Researchers, Riyadh, Saudi Arabia. · 2QSS AI and Robotics Lab, Riyadh, Saudi Arabia.

  10. WildFab: Multi-Axis 3D Printing from Models in the Wild

    Sep 2, 2026Jiasheng Qu, Zhikai Shen, Chenyu Xu +6Additive ManufacturingMotion Planning

    The Chinese University of Hong Kong, Hong Kong, China · Centre for Perceptual and Interactive Intelligence, Hong Kong SAR, China · Carnegie Mellon University, Pittsburgh, USA +2

  11. AI Agentic Selective Laser Sintering Process Optimization

    Aug 26, 2026Peter Pak, Victor Alvarado, Amir Barati FarimaniAdditive ManufacturingAgentic Workflows

    Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA · Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA, USA

  12. Electrospun Fields: 3D Nano-Fiber Material Computation as Design Method

    Aug 24, 2026Wai Lok Wan, Ayah Mahmoud, Sergio Mutis +3Additive ManufacturingMaterials Science

    MIT, Cambridge, MA, USA · Harvard University, Cambridge, MA, USA · MIT Media Lab, Cambridge, MA, USA

  13. GuidedFlow: An Attention-Guided Framework for Anomaly Detection in Additive Manufacturing

    Aug 24, 2026Sosmita Paul, Krishna RoyAnomaly LocalizationVideo Anomaly Detection

    New Mexico Institute of Mining and Technology Socorro, NM 87801

  14. Task-Driven 3D Printability Assistance via Geometry- and Knowledge-Grounded LLM Reasoning

    Aug 22, 2026Zhaoda Du, Qiaojie Zheng, Xiaoli ZhangAdditive ManufacturingLLM Reasoning

    Colorado School of Mines, 1500 Illinois St., Golden, 80401, CO, USA

  15. Process Optimization Under Uncertainty for Improving the Bond Quality of Polymer Filaments in Fused Filament Fabrication

    Aug 19, 2026Berkcan Kapusuzoglu, Matthew Sato, Sankaran Mahadevan +1Additive ManufacturingRobust Optimization

  16. Multi-Objective Optimization Under Uncertainty of Part Quality in Fused Filament Fabrication

    Aug 19, 2026Berkcan Kapusuzoglu, Paromita Nath, Matthew Sato +2Multi-Objective OptimizationAdditive Manufacturing

  17. Physics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication

    Aug 18, 2026Berkcan Kapusuzoglu, Sankaran MahadevanPhysics-Informed MLAdditive Manufacturing

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

    Aug 13, 2026Mohammed AbboodiManufacturingAdditive Manufacturing

  19. Neuro-Symbolic Closed-Loop Control of Laser Powder Bed Fusion with an In-Loop Ontology

    Aug 6, 2026Gisuk Hong, Jaebong Cho, Hyunbo ChoNeuro-Symbolic ReasoningAdditive Manufacturing

    aDepartment of Industrial and Management Engineering, Pohang University of Science and Technology, 77 Cheongam-ro, Nam-gu, Pohang, 37673, South Korea

  20. Toward Geometry-Scalable Whole-Body Touch for Humanoids: A 3D-Printed Conformal EIT Skin

    Aug 3, 2026Haofeng Chen, Carson Kohlbrenner, Jiri Kubik +6Tactile SensingAdditive Manufacturing

    Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague · Human Interaction and Robotics group at CU Boulder · Eindhoven University of Technology

  21. XCT-SAM: Sequential Parameter-Efficient Domain Adaptation of SAM for Industrial XCT Defect Segmentation

    Jul 15, 2026Md Mahedi Hasan, Md Mushfiqur Rahaman, Alan Pachkovskiy +3Domain AdaptationVision Foundation Model Adaptation

    Lane Department of Computer Science & Electrical Engineering West Virginia University, Morgantown, WV · Department of Industrial and Management Engineering West Virginia University, Morgantown, WV · School of Mathematical and Data Sciences West Virginia University, Morgantown, WV

  22. AgentsCAD: Automated Design for Manufacturing of FDM Parts via Multi-Agent LLM Reasoning and Geometric Feature Recognition

    Jul 2, 2026Emmanuel George, Christopher Keefe, Peter Pak +1Multi-Agent LLM SystemsAdditive Manufacturing

    Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA

  23. 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

  24. Multi-Head Attention-Based Feature Extractor Integration with Soft Actor-Critic for Porosity Prediction and Process Parameter Optimization in Additive Manufacturing

    Jun 18, 2026Kianoush Aqabakee, Leonardo StellaMaterials Property PredictionSoft Actor-Critic

    Department of Electrical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran, and Department of Mechanical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran · School of Computer Science, University of Birmingham, Birmingham B15 2TT, United Kingdom

  25. Side-Channel Attacks Bypass Protection in 3D Printers

    Jun 11, 2026Eric Yocam, Varghese Vaidyan, Micah Flack +2CybersecurityAdditive Manufacturing

    Department of Computer Science California Polytechnic State University San Luis Obispo, CA 93407, USA · Beacom College of Computer and Cyber Sciences Dakota State University Madison, SD 57042 USA · Idaho National Laboratory +2

  26. Spatiotemporal Graph Transformer for 3D Neighborhood Interaction and Quality Prediction in Metal Additive Manufacturing

    Jun 8, 2026Joyce Karen Pelaez, Siqi Zhang, Hoo Sang KoAdditive ManufacturingMultimodal Graph Learning

    Department of Industrial Engineering, Southern Illinois University Edwardsville, Box 1805, Edwardsville, 62026, IL, USA.

  27. Learning and Adaptation in Wire Arc Additive Manufacturing Bead Geometry Control

    May 27, 2026Chen-Lung Lu, John WenAdditive ManufacturingAdaptive Control

    Rensselaer Polytechnic Institute, Troy, NY

  28. RocketSmith: Agentic Additive Manufacturing of High-Powered Rockets

    May 25, 2026Peter Pak, Jesse Barkley, Rumi Loghmani +3Agentic WorkflowsAdditive Manufacturing

    Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA · Tripoli Rocketry Association, Pittsburgh, PA, USA · Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA, USA

  29. FrameTwin: Curve-Anchored Gaussian Alignment from Sparse Views for Adaptive Wireframe 3D Printing

    May 10, 2026Wenting Wang, Zhuo Huang, Kun Qian +53D Gaussian SplattingAdditive Manufacturing

    Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong SAR · Centre of Perceptual and Interactive Intelligence, Hong Kong · Department of Mechanical and Aerospace Engineering, The University of Manchester, United Kingdom

  30. LLM-ADAM: A Generalizable LLM Agent Framework for Pre-Print Anomaly Detection in Additive Manufacturing

    May 5, 2026Ahmadreza Eslaminia, Chuhan Cai, Cameron Smith +5Multi-Agent LLM SystemsIndustrial Anomaly Detection

    Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA · Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA · Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI 48109, USA +1