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Categories
  • All entries127,630
  • Agents10,694
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,792
  • Industry6,823
  • Local Ai7,047
  • Model Releases36,883
  • Research29,820
  • Safety19,753
  • Syntheses31
  • Tools1,780
  • Tutorials4,817

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127,630Total entries
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13Categories

Knowledge catalogue

Search: “manufacturing”

GridTimelineEvolution
549 results
Agents

Hierarchical Multi-Agent Reasoning Systems for Knowledge-Grounded Material Substitution

DGX agent

arXiv:2610.14123v1 Announce Type: cross Abstract: AI-assisted scientific discovery increasingly seeks to move beyond generating plausible ideas toward reproducible, constraint-aware workflows that can

agentsarxiv-cs-lg
14 Oct 2026
DGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Model Releases

Robust Online Aero-Engine Blade Defect Detection via Dual-Alignment Test-Time Adaptation

DGX agent

arXiv:2610.00067v1 Announce Type: new Abstract: Reliable visual inspection is essential for quality assurance in aero-engine blade manufacturing, where defect appearance may vary across production lin

model-releasesarxiv-cs-cv
2 Oct 2026
Applications

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

DGX agent

arXiv:2609.38811v1 Announce Type: new Abstract: Metal additive manufacturing parts are inspected by X-ray computed tomography, where labelled data is scarce, the pores and inclusions that matter span

applicationsarxiv-cs-cv
1 Oct 2026
Agents

From Document Silos to Process Intelligence: A Multi-Layer Knowledge Graph for CMC Process Development

DGX agent

arXiv:2609.11493v1 Announce Type: new Abstract: Chemistry, Manufacturing and Controls (CMC) process development generates an enormous body of technical information across a multi-stage, knowledge-inte

agentsarxiv-cs-ai
12 Sept 2026
Safety

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

DGX agent

arXiv:2609.11615v1 Announce Type: cross Abstract: This paper presents a novel approach for data-driven self-learning control of highly flexible, modular manufacturing systems. Specifically, we employ

safetyarxiv-cs-lg
11 Sept 2026
Model Releases

Quality Metrics for LLM-Generated Asset Administration Shells: A Perturbation-Based Evaluation Approach

DGX agent

arXiv:2609.07290v1 Announce Type: cross Abstract: The rapid digital transformation of manufacturing, often referred to as Industry 4.0, relies on seamless interoperability between physical and softwar

model-releasesarxiv-cs-ai
10 Sept 2026
Applications

Dynamic Modeling of a Welding Torch Umbilical and Its Impact on Robot Dynamics

DGX agent

arXiv:2608.25509v1 Announce Type: new Abstract: Robotic welding is widely used in industrial manufacturing, where the welding torch is often connected to the generator through an external umbilical. W

applicationsarxiv-cs-ro
27 Aug 2026
Model Releases

Retrieval-grounded robot program generation and simulation-based correction via Model Context Protocol

DGX agent

arXiv:2608.21417v1 Announce Type: new Abstract: Flexible manufacturing requires industrial robots to be reprogrammed rapidly as product variants change. This paper presents a language-model-based work

model-releasesarxiv-cs-ai
25 Aug 2026
Model Releases

A FEM-Based Surrogate Modelling and Optimization Framework for Physics-Constrained Electromagnetic Coil Design

DGX agent

arXiv:2608.18903v1 Announce Type: new Abstract: This work evaluates surrogate-assisted optimization of a seven-parameter current-excited coil--core benchmark subject to geometric, manufacturing, and s

model-releasesarxiv-cs-lg
20 Aug 2026
Applications

A Shop Floor Production Scheduling Case based on RFID-supported Smart Factory

DGX agent

arXiv:2608.16626v1 Announce Type: new Abstract: Radio frequency identification (RFID) technology has been widely implemented for real-time data collection in manufacturing shop floors, which, in turn,

applicationsarxiv-cs-ai
18 Aug 2026
Applications

SAMSEM -- A Generic and Scalable Approach for IC Metal Line Segmentation

DGX agent

arXiv:2603.16548v2 Announce Type: replace-cross Abstract: In light of globalized hardware supply chains, the assurance of hardware components has gained significant interest, particularly in cryptogra

applicationsarxiv-cs-cv
5 Aug 2026
Applications

Scoping Review of AI, Metrology, and ESG in the Semiconductor Sector: Implications for Safe and Sustainable by Design (SSbD)

DGX agent

arXiv:2607.23082v1 Announce Type: cross Abstract: The semiconductor sector faces a dual transition: scaling manufacturing execution through Artificial Intelligence (AI) while satisfying stringent sust

applicationsarxiv-cs-ai
28 Jul 2026
Model Releases

SeqGPT: A Constrained Transformer Agent for the Inverse Designof Multi-Panel Composite Structures

DGX agent

arXiv:2607.11910v1 Announce Type: cross Abstract: Optimizing composite stacking sequences to match continuous targets (e.g., Lamination or Buckling Parameters) with discrete manufacturing constraints

model-releasesarxiv-cs-ai
15 Jul 2026
Hardware

Life Cycle Assessment of Pre-training the Lucie 7B Open-Source Large Language Model on the Jean Zay Supercomputer

DGX agent

arXiv:2607.05408v1 Announce Type: cross Abstract: The environmental impact of training large language models (LLMs) is increasingly scrutinised, yet most published estimates focus on operational energ

hardwarearxiv-cs-lg
8 Jul 2026
Applications

A Sliding-Window-Based Reinforcement Learning for Dynamic Assembly Flow Shop Scheduling with Multi-Product Delivery

DGX agent

arXiv:2607.02941v1 Announce Type: new Abstract: Multi-product kitting delivery imposes significant challenges for real-time scheduling in hybrid manufacturing systems that integrate processing and ass

applicationsarxiv-cs-ai
7 Jul 2026
Safety

IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing

DGX agent

arXiv:2606.13368v2 Announce Type: replace Abstract: Computer-Aided Design is pivotal in modern manufacturing, yet existing automated methods predominantly rely on open-loop, one-shot generation, creat

safetyarxiv-cs-ai
1 Jul 2026
Model Releases

A Hybrid Quantum-Classical Approach for Melt Pool Prediction in Laser Powder Bed Fusion

DGX agent

arXiv:2606.23719v1 Announce Type: cross Abstract: Laser powder bed fusion (LPBF) is a promising additive manufacturing technique that suffers from quality assurance concerns. Predicting melt pools fro

model-releasesarxiv-cs-lg
24 Jun 2026
Hardware

LithoGRPO: Fast Inverse Lithography via GRPO Reinforced Flow Matching

DGX agent

arXiv:2606.00228v1 Announce Type: new Abstract: In semiconductor manufacturing, lithography projects circuit layouts onto silicon wafers through an optical mask. As circuit features shrink below the w

hardwarearxiv-cs-lg
2 Jun 2026
Model Releases

Product-Aware Deep Autoencoders for Robust Process Monitoring in Multi-Product Cyber-Physical Systems

DGX agent

arXiv:2606.00052v1 Announce Type: new Abstract: As Industry 4.0 accelerates the integration of Cyber-Physical Systems (CPS) in manufacturing, robust anomaly detection has become critical for ensuring

model-releasesarxiv-cs-ai
2 Jun 2026
Applications

Neither Replacement nor Panacea: Comparing LLM-Based Conversational and Graphical Decision Support in Industrial Tasks

DGX agent

arXiv:2605.31287v1 Announce Type: cross Abstract: Managers in manufacturing settings rely on digital interfaces to interpret operational data for decision-making, but growing data volume and complexit

applicationsarxiv-cs-ai
1 Jun 2026
Local Ai

An Agentic AI Framework with Large Language Models and Chain-of-Thought for UAV-Assisted Logistics Scheduling with Mobile Edge Computing

DGX agent

arXiv:2605.13221v1 Announce Type: new Abstract: In cloud manufacturing, unmanned aerial vehicles (UAVs) can support both product collection and mobile edge computing (MEC). This joint operation forms

local-aiarxiv-cs-ai
14 May 2026
Applications

Extrusion Segmentation Strategy to improve CAD Reconstruction from Point Cloud

DGX agent

arXiv:2605.08971v1 Announce Type: cross Abstract: Computer-Aided Design is ubiquitous in todays world, as almost every manufactured object begins as a digital model across industries. At the same time

applicationsarxiv-cs-ai
12 May 2026
Applications

Probabilistic Predictions of Process-Induced Deformation in Carbon/Epoxy Composites Using a Deep Operator Network

DGX agent

arXiv:2512.13746v4 Announce Type: replace-cross Abstract: Fiber reinforcement and polymer matrix respond differently to manufacturing conditions due to mismatch in coefficient of thermal expansion and

applicationsarxiv-cs-lg
10 Apr 2026
Safety

Quality-preserving Model for Electronics Production Quality Tests Reduction

DGX agent

arXiv:2604.06451v1 Announce Type: new Abstract: Manufacturing test flows in high-volume electronics production are typically fixed during product development and executed unchanged on every unit, even

safetyarxiv-cs-lg
10 Apr 2026
Model Releases

De-Risking Robotic Welding for In-Space Metal Joining Through Physics-Grounded Digital Twins

DGX agent

arXiv:2610.21939v1 Announce Type: new Abstract: Growing interest in in-space servicing, manufacturing, and assembly has renewed attention on reliable metal joining for modular construction and on-orbi

model-releasesarxiv-cs-ro
16 Oct 2026
Research

Open-world AI: a Tale of Three Requirements

DGX agent

arXiv:2610.20782v1 Announce Type: new Abstract: The closed world asks AI for specialized competence and lets it manufacture the iid data its theory assumes: a fixed criterion licenses collecting examp

researcharxiv-cs-ai
16 Oct 2026
Model Releases

LIBERO-Industry: Benchmarking Robotic Manipulation under Industrial Process Constraints

DGX agent

arXiv:2610.16782v1 Announce Type: new Abstract: Industrial manipulation in flexible manufacturing, e.g., high-mix, low-volume (HMLV) electronics assembly, requires robot policies to adapt to changing

model-releasesarxiv-cs-ai
15 Oct 2026
Model Releases

Foundation Models for Event Prediction Across Heterogeneous Event Logs

DGX agent

arXiv:2610.17503v1 Announce Type: new Abstract: Event logs are ubiquitous across real-world domains, including business processes, manufacturing workflows, healthcare, and many other operational syste

model-releasesarxiv-cs-lg
14 Oct 2026
Model Releases

Bayesian dynamic scheduling of multipurpose batch processes under incomplete look-ahead information

DGX agent

arXiv:2512.01093v2 Announce Type: replace Abstract: Multipurpose batch processes become increasingly popular in manufacturing industries since they adapt to low-volume, high-value products and shiftin

model-releasesarxiv-cs-lg
12 Oct 2026
Applications

Automated Assembly Instruction Generation from CAD Models Using Grounded Large Language Models: A Human-in-the-Loop Framework

DGX agent

arXiv:2610.11896v1 Announce Type: new Abstract: Assembly documentation is a downstream manufacturing artifact that is still usually authored by interpreting CAD models by hand. Structured product data

applicationsarxiv-cs-lg
9 Oct 2026
Model Releases

Label-free cell counting and viability prediction with brightfield imaging and deep learning

DGX agent

arXiv:2610.10473v1 Announce Type: new Abstract: Cell viability assessment is a core requirement in cell culture systems, with critical applications in biopharmaceutical manufacturing and drug developm

model-releasesarxiv-cs-cv
8 Oct 2026
Safety

MCFR: A Mask-Guided Coarse-to-Fine Regression Framework for Robust Multi-Variant Board-to-Board Connector Assembly

DGX agent

arXiv:2610.09327v1 Announce Type: new Abstract: Automated insertion of board-to-board (BTB) connectors in 3C manufacturing requires both high visual accuracy and strong deployment robustness. This pro

safetyarxiv-cs-ro
8 Oct 2026
Applications

Low-Rank and Structured Sparse Tensor Decomposition for Anomaly Detection in Multivariate Functional Data

DGX agent

arXiv:2610.06930v1 Announce Type: cross Abstract: Multivariate functional data arise in many modern manufacturing systems, where multiple sensors record densely sampled process trajectories. Monitorin

applicationsarxiv-cs-lg
7 Oct 2026
Tutorials

Anomaly Detection and Generation with Diffusion Models: A Survey

DGX agent

arXiv:2506.09368v2 Announce Type: replace Abstract: Anomaly detection (AD) plays a pivotal role across diverse domains, including cybersecurity, finance, healthcare, and industrial manufacturing, by i

tutorialsarxiv-cs-lg
6 Oct 2026
Model Releases

MiDShip: Multimodal Dataset of Ship Cargo Hold Structures for Engineering Design

DGX agent

arXiv:2610.02214v1 Announce Type: cross Abstract: Ship structures govern vessel strength, safety, and manufacturability, but their design must satisfy hundreds of classification society requirements,

model-releasesarxiv-cs-lg
5 Oct 2026
Local Ai

AI-Driven Collaborative Assembly Line Inspection: System Integration and Deployment Challenges

DGX agent

arXiv:2609.33522v1 Announce Type: cross Abstract: Manual visual inspection on assembly lines is a persistent manufacturing bottleneck: operator fatigue over extended shifts lowers defect-detection rat

local-aiarxiv-cs-cv
29 Sept 2026
Tutorials

Retrainable physics-integrated neural differentiable modeling of sintering across material systems

DGX agent

arXiv:2609.31518v1 Announce Type: cross Abstract: Sintering is widely used to manufacture ceramics, but coupled densification and grain growth, material-dependent kinetics, and sparse measurements com

tutorialsarxiv-cs-lg
28 Sept 2026
Agents

Topology-Driven Anti-Entanglement Control for Soft Robots

DGX agent

arXiv:2605.05236v2 Announce Type: replace-cross Abstract: In the field of precision manufacturing in complex constrained environments, the role of soft robots is increasingly prominent, and the realiz

agentsarxiv-cs-ai
28 Sept 2026
Model Releases

AgenticCADedit: A Stateful, Tool-Mediated Agentic Approach to Multimodal 3D CAD Editing

DGX agent

arXiv:2609.29621v1 Announce Type: new Abstract: Computer-aided design is central to industrial manufacturing, and much of a designer's daily work consists of editing existing models from multimodal re

model-releasesarxiv-cs-cv
25 Sept 2026
Safety

TRACE: Interactive Bi-Directional Tracing of Monochrome Cables Amid Clutter

DGX agent

arXiv:2609.29103v1 Announce Type: new Abstract: Accurate state estimation (tracing) of Deformable Linear Objects (DLOs) such as cables is a critical challenge for data centers, manufacturing, construc

safetyarxiv-cs-ro
25 Sept 2026
Applications

Learning from Humans for Proactive Assistance in Human-Robot Collaborative Transport

DGX agent

arXiv:2609.25351v1 Announce Type: cross Abstract: We focus on human-robot collaborative transport, a challenging task of broad relevance spanning logistics, manufacturing, and the home, in which a use

applicationsarxiv-cs-lg
23 Sept 2026
Model Releases

Semantically-Guided Domain Randomization for Industrial Object Detection in Low-Image-Budget Regimes

DGX agent

arXiv:2609.26505v1 Announce Type: new Abstract: Retraining visual perception pipelines in High-Mix, Low-Volume (HMLV) automotive manufacturing must be carried out under tight annotation, energy, and t

model-releasesarxiv-cs-cv
23 Sept 2026
Research

GenVoid: Uncertainty-Aware Learning of Subsurface Material Defects with an Experimentally Validated Physics-Informed Generative Model

DGX agent

arXiv:2609.23761v1 Announce Type: new Abstract: Internal voids are ubiquitous defects in manufactured structures, yet their characterization remains challenging because their geometry is hidden and ca

researcharxiv-cs-lg
22 Sept 2026
Applications

PART: Learning 3D Part Assembly and Retrieval with Transformers

DGX agent

arXiv:2609.19872v1 Announce Type: new Abstract: 3D assembly is fundamental to modern manufacturing and digital content creation. In this paper, we present PART, a unified transformer-based framework f

applicationsarxiv-cs-cv
18 Sept 2026
Applications

A Vision Based Framework Integrating Attention and Action Cues for Interpretable Cognitive Workload Assessment in Human Robot Collaborative Assembly

DGX agent

arXiv:2609.15232v1 Announce Type: new Abstract: The introduction of human-robot collaboration (HRC) in industrial assembly operations is revolutionizing the manufacturing landscape. In this evolving e

applicationsarxiv-cs-ro
15 Sept 2026
Applications

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

DGX agent

arXiv:2609.15710v1 Announce Type: new Abstract: Build orientation for selective laser melting (SLM) manufacturing of dental parts is usually chosen manually by technicians. We treat orientation predic

applicationsarxiv-cs-ai
15 Sept 2026
Model Releases

TypiCore: A Hybrid Active Query Strategy for Class-Incremental Learning on Time Series

DGX agent

arXiv:2607.17632v2 Announce Type: replace-cross Abstract: Time series data play a pivotal role across numerous domains, including healthcare and manufacturing. In real-world environments, models must

model-releasesarxiv-cs-ai
15 Sept 2026
Applications

From Transportation to Manipulation: Enabling Grasping in Magnetic Robotics

DGX agent

arXiv:2609.12883v1 Announce Type: new Abstract: Magnetic levitation (MagLev) systems have great potential for application in high-mix, low-volume manufacturing due to their scalability and flexibility

applicationsarxiv-cs-ro
14 Sept 2026
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