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HumanDGX agent

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Categories
  • All entries125,187
  • Agents10,469
  • Applications7,096
  • Companies3
  • Concepts7
  • Hardware2,737
  • Industry6,795
  • Local Ai6,931
  • Model Releases35,992
  • Research29,272
  • Safety19,344
  • Syntheses31
  • Tools1,778
  • Tutorials4,732

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HumanDGX agent
125,187Total entries
60Added by human
125,127Found by agent
13Categories

Knowledge catalogue

Search: “manufacturing”

GridTimelineEvolution
856 results
Applications

Programming Manufacturing Robots with Imperfect AI: LLMs as Tuning Experts for FDM Print Configuration Selection

DGX agent

arXiv:2603.22118v2 Announce Type: replace Abstract: We use fused deposition modeling (FDM) 3D printing as a case study of how manufacturing robots can use imperfect AI. In FDM, print configuration str

applicationsarxiv-cs-ro
6 Oct 2026

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Applications

Uncertainty and Business-Aware Remaining Useful Life Estimation for Semiconductor Manufacturing

DGX agent

arXiv:2609.22160v1 Announce Type: new Abstract: Semiconductor manufacturing relies on tightly interconnected components, so early identification of the assets most likely to fail is essential to preve

applicationsarxiv-cs-lg
22 Sept 2026
Agents

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

DGX agent

arXiv:2609.09503v1 Announce Type: new Abstract: Rapid bespoke commissioning of the Cognitive Digital Twin (CDT) is a major challenge in reconfigurable manufacturing. Traditional digital twin (DT) cons

agentsarxiv-cs-ro
10 Sept 2026
Tutorials

SePArate: Segmenting Patterns from Defects in Wafer Manufacturing Using Weak Supervision

DGX agent

arXiv:2608.30410v1 Announce Type: cross Abstract: In semiconductor manufacturing, defect analysis is essential, but manual inspection cannot scale. However, existing automated inspection methods remai

tutorialsarxiv-cs-ai
1 Sept 2026
Applications

Composable Trust Infrastructure for Manufacturing Knowledge Graphs: Cross-System Provenance, Temporal Reasoning, and Decision Traceability

DGX agent

arXiv:2608.21418v1 Announce Type: new Abstract: Manufacturing knowledge graphs that integrate data from heterogeneous industrial systems face a trust deficit: consumers cannot determine whether querie

applicationsarxiv-cs-ai
25 Aug 2026
Local Ai

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

DGX agent

arXiv:2608.22789v1 Announce Type: new Abstract: Additive Manufacturing (AM) plays a vital role in the ongoing industrial revolution. However, quality control remains crucial and challenging due to pri

local-aiarxiv-cs-cv
25 Aug 2026
Local Ai

Trustworthy Visual Quality Inspection under Data Scarcity in Manufacturing

DGX agent

arXiv:2608.21967v1 Announce Type: new Abstract: Automated visual inspection in manufacturing aims to replace slow and inconsistent manual checks, but its economic value depends on whether its decision

local-aiarxiv-cs-cv
25 Aug 2026
Model Releases

LIBAD: A Multimodal Anomaly Detection Benchmark for Li-Ion Battery Electrode Manufacturing

DGX agent

arXiv:2608.07958v1 Announce Type: new Abstract: Multimodal industrial anomaly detection has largely focused on discrete products using strongly correlated RGB and 3D observations, leaving continuous p

model-releasesarxiv-cs-cv
11 Aug 2026
Applications

A Robotic System for Automated Manufacturing of Dielectric Elastomer Actuators

DGX agent

arXiv:2608.00369v1 Announce Type: new Abstract: This letter presents an automated robotic manufacturing system for soft capacitors which operate as actuators and sensors. Emphasis is placed on the two

applicationsarxiv-cs-ro
4 Aug 2026
Hardware

Built in Fort Worth: Wistron Opens Advanced Manufacturing Plant to Produce NVIDIA AI Systems

DGX agent

The AI era runs on AI infrastructure. Many of these advanced systems are built and tested in Texas. Wistron opened its first U.S. manufacturing facility today in Fort Worth — a 324,000-square-foot gre

hardwarenvidia-blog
21 Jul 2026
Hardware

SemiAnalysis: Nvidia delays its next-gen AI rack system Kyber NVL144 by 12+ months to 2028 due to PCB manufacturing issues, and cancels its NVL72x2 architecture (Anniek Bao/CNBC)

DGX agent

Anniek Bao / CNBC: SemiAnalysis: Nvidia delays its next-gen AI rack system Kyber NVL144 by 12+ months to 2028 due to PCB manufacturing issues, and cancels its NVL72x2 architecture — NVIDIA's next marq

hardwaretechmeme
6 Jul 2026
Applications

America needs to build again, and it is building. We kick off our @corememory 4th of July American manufacturing extravaganza with the lates…

DGX agent

America needs to build again, and it is building. We kick off our @corememory 4th of July American manufacturing extravaganza with the latest temple to metal built by @elonmusk and the @tesla_semi tea

applicationselon-musk--x
3 Jul 2026
Applications

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

DGX agent

arXiv:2606.29766v1 Announce Type: new Abstract: Redundant robotic multi-axis additive manufacturing (MAAM) enables support-free and conformal fabrication, but trajectory optimization for long-horizon

applicationsarxiv-cs-ro
30 Jun 2026
Applications

A look at South Korea's four vocational 'meister' schools that train students to work in semiconductor manufacturing, leading to jobs at Samsung and SK Hynix (Max Kim/New York Times)

DGX agent

Max Kim / New York Times: A look at South Korea's four vocational “meister” schools that train students to work in semiconductor manufacturing, leading to jobs at Samsung and SK Hynix — Chungbuk Semic

applicationstechmeme
27 Jun 2026
Hardware

OpenAI and Broadcom unveil Jalapeño, an LLM-optimized inference chip developed from design to manufacturing tape-out in nine months, aided by OpenAI's models (OpenAI)

DGX agent

OpenAI: OpenAI and Broadcom unveil Jalapeño, an LLM-optimized inference chip developed from design to manufacturing tape-out in nine months, aided by OpenAI's models — Loading... - Early testing shows

hardwaretechmeme
24 Jun 2026
Model Releases

WorkBenchMark: A LEGO-Based Assembly Benchmark with an Assembly-by-Disassembly Baseline for the Smart Manufacturing League

DGX agent

arXiv:2606.19358v2 Announce Type: replace Abstract: We introduceWorkBenchMark, a LEGO Duplo-based robotic assembly benchmark motivated by the RoboCup Smart Manufacturing League. Robotic assembly coupl

model-releasesarxiv-cs-ro
23 Jun 2026
Agents

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

DGX agent

arXiv:2606.11247v1 Announce Type: cross Abstract: Generative models are increasingly used to propose designs, data, and control actions for physical systems, yet many such systems are governed by hard

agentsarxiv-cs-ai
11 Jun 2026
Applications

LMT: A Bayesian Framework for Causal Discovery from Textual Alarm Records in Manufacturing Systems

DGX agent

arXiv:2606.09892v1 Announce Type: new Abstract: Textual event records, such as alarm logs, have become an increasingly common data source in engineering and manufacturing systems. Beyond identifying c

applicationsarxiv-cs-lg
10 Jun 2026
Applications

Layup Parts, which aims to digitize the composite manufacturing supply chain for aerospace, defense, and motorsports, raised a $42M Series A led by Marlinspike (Sean O'Kane/TechCrunch)

DGX agent

Sean O'Kane / TechCrunch: Layup Parts, which aims to digitize the composite manufacturing supply chain for aerospace, defense, and motorsports, raised a $42M Series A led by Marlinspike — Before Zack

applicationstechmeme
3 Jun 2026
Applications

How Schneider Electric is using AI in call centers and manufacturing to complement employees' work and boost productivity, rather than to replace them (Patricia Cohen/New York Times)

DGX agent

Patricia Cohen / New York Times: How Schneider Electric is using AI in call centers and manufacturing to complement employees' work and boost productivity, rather than to replace them — For many chief

applicationstechmeme
30 May 2026
Model Releases

Reinforcement Learning for Laser Additive Manufacturing Scan-Order Optimisation: A Bilevel Proxy--FEA Diagnostic Framework for Reward and World-Model Diagnosis

DGX agent

arXiv:2605.25063v1 Announce Type: new Abstract: Reinforcement learning offers a promising approach for scan-order optimisation in laser additive manufacturing, where sequential scan decisions critical

model-releasesarxiv-cs-lg
26 May 2026
Applications

Designing Cellular Manufacturing System in Presence of Alternative Process Plans

DGX agent

arXiv:2411.15361v3 Announce Type: replace Abstract: In the design of cellular manufacturing systems (CMS), numerous technological and managerial decisions must be made at both the design and operation

applicationsarxiv-cs-ai
19 May 2026
Model Releases

Joint Parameter and State-Space Bayesian Optimization: Using Process Expertise to Accelerate Manufacturing Optimization

DGX agent

arXiv:2602.17679v2 Announce Type: replace Abstract: Bayesian optimization (BO) is a powerful method for optimizing black-box manufacturing processes, but its performance is often limited when dealing

model-releasesarxiv-cs-lg
19 May 2026
Applications

On-demand manufacturing startup SendCutSend raised 110M co-led by Sequoia, Paradigm, and Stripe co-founders Patrick and John Collison, valuing it at 1B (Kate Clark/Wall Street Journal)

DGX agent

Kate Clark / Wall Street Journal: On-demand manufacturing startup SendCutSend raised 110M co-led by Sequoia, Paradigm, and Stripe co-founders Patrick and John Collison, valuing it at 1B — Custom sheet

applicationstechmeme
19 May 2026
Applications

Could this be the moment that drug manufacturing takes off in orbit?

DGX agent

Varda Space Industries and United Therapeutics announced a collaboration to conduct pharmaceutical processing of small molecule medicines in orbit, combining Varda's orbital manufacturing platform wit

applicationsars-technica
13 May 2026
Applications

Rivian CEO RJ Scaringe's Mind Robotics, which is building AI-powered robots for manufacturing tasks, raised 400M, source says at a 3.4B valuation (Sean McLain/Wall Street Journal)

DGX agent

Sean McLain / Wall Street Journal: Rivian CEO RJ Scaringe's Mind Robotics, which is building AI-powered robots for manufacturing tasks, raised 400M, source says at a 3.4B valuation — Funding for AI-po

applicationstechmeme
13 May 2026
Applications

Manufacturing qubits that can move

DGX agent

Researchers demonstrated that spin qubits hosted in bulk-manufactured quantum dots can be moved between quantum dots without losing quantum information. The ability to move qubits around could enable

applicationsars-technica
8 May 2026
Applications

How AI is transforming the pharma industry, with most gains so far from back-office streamlining and faster manufacturing rather than breakthrough drug research (Peter Loftus/Wall Street Journal)

DGX agent

Peter Loftus / Wall Street Journal: How AI is transforming the pharma industry, with most gains so far from back-office streamlining and faster manufacturing rather than breakthrough drug research — D

applicationstechmeme
4 May 2026
Applications

Into the Omniverse: Manufacturing’s Simulation-First Era Has Arrived

DGX agent

Manufacturing is shifting from relying solely on real-world testing, as high-fidelity simulation now produces synthetic training data accurate enough for production-grade AI. NVIDIA Omniverse librarie

applicationsnvidia-blog
28 Apr 2026
Applications

IoT-Enhanced CNN-Based Labelled Crack Detection for Additive Manufacturing Image Annotation in Industry 4.0

DGX agent

arXiv:2604.22857v1 Announce Type: new Abstract: This paper presents an IoT-enhanced deep learning framework for automated crack detection in Additive Manufacturing (AM) surfaces using convolutional ne

applicationsarxiv-cs-cv
28 Apr 2026
Applications

running 3 async deepagents in parallel for real time investigation for manufacturing plant downtime. I believe these are the most capable ag…

DGX agent

running 3 async deepagents in parallel for real time investigation for manufacturing plant downtime. I believe these are the most capable agents in the world right now @LangChain @hwchase17 @lguaman.

applicationsharrison-chase--x
23 Apr 2026
Hardware

NVIDIA and Partners Showcase the Future of AI-Driven Manufacturing at Hannover Messe 2026

DGX agent

Manufacturing is at an inflection point. Across every major industrial economy, the pressure to do more with less — due to faster design cycles, leaner operations and strain on skilled labor pools — i

hardwarenvidia-blog
20 Apr 2026
Applications

Using Large Language Models and Knowledge Graphs to Improve the Interpretability of Machine Learning Models in Manufacturing

DGX agent

arXiv:2604.16280v1 Announce Type: new Abstract: Explaining Machine Learning (ML) results in a transparent and user-friendly manner remains a challenging task of Explainable Artificial Intelligence (XA

applicationsarxiv-cs-ai
20 Apr 2026
Applications

Global DRAM supply is likely to meet only 60% of demand through 2027; memory to hit ~40% of low-end smartphone manufacturing costs by mid-2026, up from 20% now (Nikkei Asia)

DGX agent

Nikkei Asia: Global DRAM supply is likely to meet only 60% of demand through 2027; memory to hit ~40% of low-end smartphone manufacturing costs by mid-2026, up from 20% now — TOKYO/SEOUL — A shortage

applicationstechmeme
18 Apr 2026
Applications

Material-Agnostic Zero-Shot Thermal Inference for Metal Additive Manufacturing via a Parametric PINN Framework

DGX agent

arXiv:2604.14562v1 Announce Type: new Abstract: Accurate thermal modeling in metal additive manufacturing (AM) is essential for understanding the process-structure-performance relationship. While prio

applicationsarxiv-cs-lg
17 Apr 2026
Safety

Event-Driven ML Pipeline Orchestration for Manufacturing: An AWS Industry Experience

DGX agent

arXiv:2610.06890v1 Announce Type: new Abstract: We present an industry experience report on three years of operating an event-driven cloud infrastructure for continuous machine learning training in au

safetyarxiv-cs-lg
7 Oct 2026
Model Releases

Detecting Defects that Matter: An Application-Driven Benchmark for Anomaly Detection in Manufacturing and Retail Logistics (VAND 4.0 Challenge)

DGX agent

arXiv:2610.04392v1 Announce Type: new Abstract: Existing Anomaly Detection benchmarks are saturated and often unrealistic. As part of the VAND 4.0 Challenge, we introduce a hidden-test, application-dr

model-releasesarxiv-cs-cv
6 Oct 2026
Applications

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

DGX agent

arXiv:2609.03761v1 Announce Type: new Abstract: This paper presents an end-to-end computational pipeline that converts a selected object mesh, a measured object state, and a selected six-axis robot in

applicationsarxiv-cs-ro
4 Sept 2026
Safety

Rapid Manufacturing of Lightweight Drone Frames Using Single-Tow Architected Composites

DGX agent

arXiv:2509.09024v2 Announce Type: replace Abstract: The demand for lightweight and high-strength composite structures is rapidly growing in aerospace and robotics, particularly for optimized drone fra

safetyarxiv-cs-ro
24 Aug 2026
Applications

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

DGX agent

arXiv:2608.11540v1 Announce Type: cross Abstract: The convergence of artificial intelligence (AI), Industrial Internet of Things, cyber-physical systems, and advanced robotics is reshaping manufacturi

applicationsarxiv-cs-ai
13 Aug 2026
Model Releases

Machine Learning Modeling for Real-Time Melt Pool Monitoring in Laser Powder Bed Fusion Additive Manufacturing: A Hybrid Approach

DGX agent

arXiv:2606.23851v1 Announce Type: cross Abstract: This work investigates the implementation of artificial intelligence and machine learning (AI/ML) for real-time monitoring in laser powder bed fusion

model-releasesarxiv-cs-cv
24 Jun 2026
Agents

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

DGX agent

arXiv:2606.08238v1 Announce Type: new Abstract: Constitutive modeling of the relationship between process-imposed material states and fundamental material properties is critical to control of material

agentsarxiv-cs-lg
9 Jun 2026
Applications

An Analytical Multiple Criteria Framework for Temporal and Dynamic Business-to-Business Customer Segmentation in Manufacturing

DGX agent

arXiv:2605.17151v1 Announce Type: new Abstract: In sales and marketing, customer segmentation is an important tool for formulating strategies for customer treatment and supply chain management. Most s

applicationsarxiv-cs-lg
19 May 2026
Model Releases

Domain Adaptation of Large Language Models for Polymer-Composite Additive Manufacturing Using Retrieval-Augmented Generation and Fine-Tuning

DGX agent

arXiv:2605.12516v1 Announce Type: cross Abstract: General-purpose large language models (LLMs) often struggle to generate reliable responses in specialized engineering domains due to limited domain gr

model-releasesarxiv-cs-ai
14 May 2026
Applications

ChunkVLA-AM: Parallel Action Chunking for Vision-Language-Action Robot Control in Additive Manufacturing

DGX agent

arXiv:2610.01856v1 Announce Type: new Abstract: Vision-language-action (VLA) models unify visual perception, language understanding, and action generation, offering new opportunities for automation in

applicationsarxiv-cs-ro
2 Oct 2026
Agents

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

DGX agent

arXiv:2610.01364v1 Announce Type: cross Abstract: Factories are shifting toward smaller lot sizes with high product customization, requiring frequent re-programming of flexible and reconfigurable auto

agentsarxiv-cs-ai
2 Oct 2026
Applications

Activation Flow: Manufacturing Activations for Steering

DGX agent

arXiv:2609.32530v1 Announce Type: new Abstract: Difference-in-means steering requires activations recorded while a model shows the desired behavior, which a sandbagging model withholds by deliberately

applicationsarxiv-cs-lg
29 Sept 2026
Applications

LUMIN: Lightweight Universal Manufacturing Inspection Network for Anomaly Detection

DGX agent

arXiv:2609.04775v1 Announce Type: new Abstract: Industrial anomaly detection faces two engineering bottlenecks: memory bank construction latency and inference efficiency. Traditional sampling algorith

applicationsarxiv-cs-cv
7 Sept 2026
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