Latest Articles for Manufacturing

Machine Learning Predicting Surface Roughness in Milling Using Explainable Machine Learning

This article highlights a study on ML predicting surface roughness in milling processes.

Dennis Gross, Helge Spieker, Arnaud Gotlieb

2025-06-11T06:11:54+00:00 ― 5 min read

Computer Vision and Pattern Recognition Leveraging Transfer Learning for Quality Control in CFRP Tape Laying

This study explores using Transfer Learning for effective quality control in CFRP tape laying.

Thomas Fraunholz, Dennis Rall, Tim Köhler

2025-06-11T03:49:42+00:00 ― 5 min read

Machine Learning Improving Anomaly Detection with Synthetic Data

A new method enhances anomaly detection by using synthetic examples.

Hyuntae Kim, Changhee Lee

2025-06-11T03:02:18+00:00 ― 6 min read

Robotics Advancing Robot Precision in Assembly Tasks

New method enhances robot performance in high-precision assembly tasks.

Yansong Wu, Zongxie Chen, Fan Wu

2025-06-10T12:01:42+00:00 ― 5 min read

Computation and Language Making Robot Programming Easier with Language Models

This research investigates using language models for simpler robot programming through natural language.

Chalamalasetti Kranti, Sherzod Hakimov, David Schlangen

2025-06-10T11:53:48+00:00 ― 7 min read

Artificial Intelligence Efficient Solutions for Column Permutation Problems

Learn how new methods improve column arrangement in binary matrices.

Júnior R. Lima, Viníicius Gandra M. Santos, Marco Antonio M. Carvalho

2025-06-10T10:08:05+00:00 ― 5 min read

Robotics New Approach for Tracking Soft Robots

Fast and accurate shape estimation for soft continuum robots using neural networks.

Tixian Wang, Heng-Sheng Chang, Seung Hyun Kim

2025-06-10T07:33:06+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancements in Metal 3D Printing Quality Control

Study reveals new methods to enhance metal 3D printing outcomes.

Cyril Blanc, Ayyoub Ahar, Kurt De Grave

2025-06-09T05:28:54+00:00 ― 5 min read

Applications Understanding CUSUM Charts in Quality Control

CUSUM charts are crucial for monitoring process quality in various industries.

Sandeep, Arup Ranjan Mukhopadhyay

2025-06-09T05:26:44+00:00 ― 5 min read

Artificial Intelligence Advancements in Multi-Material Metamaterials Using AI

New method combines AI and diffusion models for innovative material designs.

Jaewan Park, Shashank Kushwaha, Junyan He

2025-06-09T02:27:12+00:00 ― 6 min read

Robotics Advancements in Tactile Sensing with RainbowSight

RainbowSight sensors enhance robotic touch through innovative lighting and design.

Megha H. Tippur, Edward H. Adelson

2025-06-08T22:46:00+00:00 ― 6 min read

Robotics Optimizing Robot Trajectories in Manufacturing

A new method improves robot movements and product quality in manufacturing.

Yongxue Chen, Tianyu Zhang, Yuming Huang

2025-06-08T19:04:48+00:00 ― 7 min read

Systems and Control Automating Optical System Alignment: Methods and Challenges

A look at automating the alignment of optical systems using three methods.

David A. Robb, Donald Risbridger, Ben Mills

2025-06-08T11:54:15+00:00 ― 7 min read

Artificial Intelligence Optimizing Production Scheduling in Furniture Manufacturing

Learn how deep reinforcement learning enhances scheduling in the furniture industry.

Malte Schneevogt, Karsten Binninger, Noah Klarmann

2025-06-07T09:59:35+00:00 ― 5 min read

Machine Learning Real-Time Anomaly Detection in Industry 4.0

A new approach improves detection of irregularities in industrial data using edge computing.

Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio

2025-06-07T07:23:54+00:00 ― 5 min read

Optics Advancements in Holography with HoloTile RGB

HoloTile RGB offers faster and clearer holographic imaging technology.

Andreas Erik Gejl Madsen, Jesper Glückstad

2025-06-07T03:37:00+00:00 ― 5 min read

Signal Processing The Role of 5G in Indoor Positioning for Industry

Examining the impact of 5G on indoor positioning accuracy in industrial settings.

Karthik Muthineni, Alexander Artemenko

2025-06-07T02:42:20+00:00 ― 6 min read

Robotics Improving Robotic Assembly with Hierarchical Hybrid Learning

A new method enhances robots' ability in complex assembly tasks.

Jiankai Sun, Aidan Curtis, Yang You

2025-06-07T00:25:12+00:00 ― 4 min read

Image and Video Processing Improving LPBF Quality with Deep Learning Techniques

A new method enhances metal part monitoring during LPBF using deep learning for image improvement.

Francis Ogoke, Sumesh Kalambettu Suresh, Jesse Adamczyk

2025-06-06T22:39:25+00:00 ― 7 min read

Computer Vision and Pattern Recognition Affordable Solutions for Visual Anomaly Detection in Manufacturing

This article discusses cost-effective systems for detecting product defects.

Yunbo Long, Zhengyang Ling, Sam Brook

2025-06-06T16:15:24+00:00 ― 6 min read

Robotics Advancements in Generative Design for Robot Assembly

New system enhances robot assembly through generative design techniques.

Andrew Goldberg, Kavish Kondap, Tianshuang Qiu

2025-06-06T00:03:42+00:00 ― 6 min read

Robotics Efficient Motion Planning for Continuum Robots

A new method enhances obstacle avoidance for flexible robots in complex environments.

Yulin Li, Tetsuro Miyazaki, Yoshiki Yamamoto

2025-06-04T11:35:24+00:00 ― 5 min read

Disordered Systems and Neural Networks Creep Behavior in Disordered Materials

Investigating how materials deform gradually under stress over time.

Daniel J. Korchinski, Dor Shohat, Yoav Lahini

2025-06-03T20:35:36+00:00 ― 5 min read

Soft Condensed Matter Investigating Fatigue Failure in Glass: New Insights

This study examines how glass fails under repeated stress and its predictive signs.

Swarnendu Maity, Himangsu Bhaumik, Shivakumar Athani

2025-06-03T20:12:03+00:00 ― 8 min read

Materials Science Understanding Dislocation Thermomechanics in Materials Science

An overview of how dislocations affect material behavior under temperature and stress.

Gabriel Dante Lima-Chaves, Amit Acharya, Manas Vijay Upadhyay

2025-06-03T16:55:48+00:00 ― 6 min read

Probability Controlling Conditional Processes: Open vs Closed Loop

A look into managing processes influenced by conditions and their control methods.

Philipp Jettkant

2025-06-03T10:20:53+00:00 ― 6 min read

Computational Engineering, Finance, and Science Examining Material Stiffness and Behavior

A look into how materials respond to stress and the role of randomness.

Sharana Kumar Shivanand, Bojana Rosić, Hermann G. Matthies

2025-06-03T06:43:30+00:00 ― 7 min read

Human-Computer Interaction The Impact of Cognitive Assistants in Manufacturing

An overview of how AI tools improve knowledge sharing in factories.

Samuel Kernan Freire, Tianhao He, Chaofan Wang

2025-06-03T02:08:48+00:00 ― 10 min read

Computer Vision and Pattern Recognition Advancements in Anomaly Detection with VMAD

VMAD enhances anomaly detection using multimodal data for improved industrial quality control.

Huilin Deng, Hongchen Luo, Wei Zhai

2025-06-03T00:41:54+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Glass Bottle Print Quality with Machine Learning

Machine learning methods enhance quality control for glass bottle printing defects.

Maximilian Bundscherer, Thomas H. Schmitt, Tobias Bocklet

2025-06-03T00:02:24+00:00 ― 6 min read

Numerical Analysis Advancements in 3D Frictional Contact Analysis

New methods improve modeling of frictional contact in engineering and physics.

Vishal Agrawal

2025-06-02T23:51:41+00:00 ― 4 min read

Computational Engineering, Finance, and Science Improving Multiscale Structures with Set-Based Queries

A new method enhances efficiency in multiscale designs using set-based queries.

Oleg Igouchkine, Xingchen Liu

2025-06-02T16:24:12+00:00 ― 8 min read

Robotics The Rise of Soft Robots in Modern Applications

Soft robots are changing how we interact with technology in various fields.

Ricardo Valadas, Maximilian Stölzle, Jingyue Liu

2025-06-02T03:37:54+00:00 ― 5 min read

Optimization and Control Improving Machine Learning with Shape Knowledge

A new approach integrating expert knowledge in regression models.

Miltiadis Poursanidis, Patrick Link, Jochen Schmid

2025-06-02T00:15:59+00:00 ― 6 min read

Machine Learning Understanding the Importance of Applicability Domain in Predictive Models

Learn how the applicability domain affects predictive model accuracy in various fields.

Shakir Khurshid, Bharath Kumar Loganathan, Matthieu Duvinage

2025-06-01T22:29:48+00:00 ― 9 min read

Machine Learning Using Language Models for Predictive Maintenance

Leveraging language models to enhance predictive maintenance in manufacturing.

Alicia Russell-Gilbert, Alexander Sommers, Andrew Thompson

2025-06-01T22:06:06+00:00 ― 6 min read

Multiagent Systems Streamlining AIV Scheduling in Smart Manufacturing

Discover how MADQN improves efficiency in scheduling autonomous vehicles in factories.

Mohammad Feizabadi, Arman Hosseini, Zakaria Yahouni

2025-06-01T21:26:36+00:00 ― 6 min read

Numerical Analysis Understanding Elasticity and Material Behavior

Learn how materials respond to forces through elasticity and finite element analysis.

Francis R. A. Aznaran, Kaibo Hu, Charles Parker

2025-06-01T19:27:36+00:00 ― 6 min read

Machine Learning Revisiting Deep Learning with Component-Based Sketching

A new method optimizes deep learning training for better performance on unseen data.

Di Wang, Shao-Bo Lin, Deyu Meng

2025-06-01T14:42:08+00:00 ― 5 min read

Materials Science The Impact of Jogs on Material Strength

Explore how jogs in dislocations influence material behavior under stress.

Yifan Wang, Wu-Rong Jian, Wei Cai

2025-05-31T23:15:06+00:00 ― 5 min read