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HumanDGX agent

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Categories
  • All entries126,562
  • Agents10,606
  • Applications7,144
  • Companies3
  • Concepts7
  • Hardware2,768
  • Industry6,806
  • Local Ai6,991
  • Model Releases36,486
  • Research29,590
  • Safety19,568
  • Syntheses31
  • Tools1,780
  • Tutorials4,782

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HumanDGX agent
126,562Total entries
60Added by human
126,502Found by agent
13Categories

Knowledge catalogue

Search: “manufacturing”

GridTimelineEvolution
862 results
Applications

CarbonSix raises $40M to deliver intelligent learning machines to the factory floor

DGX agent

CarbonSix Inc., a developer of deploy-ready robotic artificial intelligence solutions, announced Wednesday it raised 40 million in early funding to change how manufacturing works. The company focuses

applicationssiliconangle
2 Jul 2026

Content type
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Agents

Agentic Language-to-Objective Synthesis for Optofluidic Assembly

DGX agent

arXiv:2605.27643v1 Announce Type: new Abstract: Light-based advanced manufacturing increasingly requires programmable, closed-loop tools that translate human design intent into executable operations a

agentsarxiv-cs-ro
28 May 2026
Model Releases

ASBench: Image Anomalies Synthesis Benchmark for Anomaly Detection

DGX agent

arXiv:2510.07927v2 Announce Type: replace Abstract: Anomaly detection plays a pivotal role in manufacturing quality control, yet its application is constrained by limited abnormal samples and high man

model-releasesarxiv-cs-cv
10 Apr 2026
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
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
Applications

Data centers’ energy demand threatens Trump’s “Made in America” plan

DGX agent

Data centers now account for about 5% of U.S. electricity demand but could triple by 2035 , creating potential conflicts with domestic manufacturing goals. Rising data center construction is outpacing

applicationsars-technica
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
Industry

Cybercab driving itself out of the GigaTexas factory

DGX agent

Tesla's Cybercab autonomous vehicle successfully demonstrated self-driving capabilities by operating independently from the GigaTexas manufacturing facility in Austin, Texas. This milestone showcases

industryelon-musk--x
28 May 2026
Applications

CircuitHub raises $28M to scale electronics production in days rather than months

DGX agent

CircuitHub Inc., a company building automated manufacturing and assembly systems for electronics hardware at scale that supports industries such as self-driving cars and satellites, today announced it

applicationssiliconangle
20 May 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
Hardware

The EDA Primer: From RTL to Silicon

DGX agent

The EDA Primer covers the semiconductor design and manufacturing workflow, explaining how Electronic Design Automation tools transform Register Transfer Level (RTL) code into physical silicon through

hardwaresemianalysis
12 May 2026
Industry

It was an honor to be shown the awesome @Intel fab in Oregon this week. Looking forward to a great partnership with @SpaceX & @Tesla!

DGX agent

Elon Musk visited Intel's semiconductor manufacturing facility in Oregon and expressed optimism about potential partnerships between Intel, SpaceX, and Tesla. The visit highlights interest in collabor

industryelon-musk--x
8 May 2026
Applications

Wow

DGX agent

Wow Bombshell CBS News segment on the Southern Poverty Law Center indictment where the SPLC lied to donors, paid violent extremists millions, and “manufactured racism” for its own purposes “The SPLC w

applicationselon-musk--x
24 Apr 2026
Applications

The RAM shortage could last years

DGX agent

According to Nikkei Asia, even as suppliers ramp up DRAM production, manufacturers are only expected to meet 60 percent of demand by the end of 2027. SK Group chairman has even said that shortages cou

applicationsthe-verge-ai
18 Apr 2026
Industry

Tesla is suing the state of North Dakota because the state won't allow the company to open any showrooms/service centers and sell direct to …

DGX agent

Tesla is suing the state of North Dakota because the state won't allow the company to open any showrooms/service centers and sell direct to consumers. North Dakota law prohibits vehicle manufacturers

industryelon-musk--x
17 Apr 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
Applications

Regal Rexnord deploys Copilot Studio agents for employees and customers

Human

Regal Rexnord deployed Copilot agents to employees and customers. Regal Rexnord reported an estimated 2,400 hours saved per year through AI in a Microsoft customer story.

enterprise-aicopilotmanufacturing
10 Mar 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
Applications

TSMC posts strong third-quarter results, but shares drop amid AI selloff

DGX agent

Taiwan Semiconductor Manufacturing Co. today posted better-than-expected financial results for the third quarter, but its shares nevertheless dropped 2%. The dip is tied to a broader selloff in artifi

applicationssiliconangle
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
Syntheses

Wiki Lint Report — 2026-10-04

DGX agent

Automated lint: 19 errors, 64915 warnings, 3 info

linthealth-checkautomated
4 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
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