Customer Stories

Predictive Maintenance

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Korea Institute of Energy Research

Korea Institute of Energy Research Develops AI-Based Predictive Maintenance Models for Offshore Wind Power

Korea Institute of Energy Research
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IMCORP

IMCORP Uses Deep Learning for Predictive Maintenance of Underground Power Cable Systems

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Mondi

Mondi Implements Health Monitoring and Predictive Maintenance for Plastics Manufacturing Processes

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Baker Hughes

Baker Hughes Develops Predictive Maintenance Software for Gas and Oil Extraction Equipment

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Atlas Copco

Atlas Copco Minimizes Cost of Ownership Using Simulation and Digital Twins

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John Thompson

John Thompson Predicts Boiler Trips with Machine Learning

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Daihatsu

Daihatsu Uses AI to Classify Engine Sounds

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Metro de Madrid

Metro de Madrid Adopts Machine Learning for Predictive Maintenance in Tunnels

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Siemens

Siemens Develops Health Monitoring System for Distribution Transformers

Medical Devices

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University of Dayton

Deep Learning for Medical Imaging: COVID-19 Detection

University of Dayton
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UT Austin

UT Austin Researchers Convert Brain Signals to Words and Phrases Using Wavelets and Deep Learning

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Kinesis Health Technologies

Assessing the Risk of Falls in Older Adults with Inertial Sensors and Machine Learning

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Ritsumeikan University

Using Deep Learning to Reduce Radiation Exposure Risk in CT Imaging

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KN

Rapid Prototyping of Medical Image Analytics Used in Clinical Decision Support Systems

Control Systems

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Cummins

A Perspective on Deploying Reinforcement Learning to Augment Classic Control Design

Cummins
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Korea Institute of Energy Research

Korea Institute of Energy Research Develops AI-Based Predictive Maintenance Models for Offshore Wind Power

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BMW

Detecting Oversteering with Machine Learning

Automotive Powertrain

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Mazda

Mazda Speeds Next-Generation Engine Development of SKYACTIV TECHNOLOGY

Mazda
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Bosch

Application of Robust Statistical Analysis and Machine Learning Algorithms to OBD Threshold Determination

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Vitesco

Vitesco Technologies Applies Deep Reinforcement Learning in Powertrain Control

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Honda

Using Fleet Analytics and MATLAB to Build Strategies for BS-VI Development

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MTDB

Development of Machine Learning Model Using Simulink

Automated Driving

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Monarch Tractor

Autonomous Electric Tractor Brings Artificial Intelligence to the Field

Monarch Tractor
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Autoliv (14:05)

Automated LiDAR Point-Cloud Annotation for Sensor Verification

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Metawave

Developing Vehicle Perception Technologies for Autonomous, Self-Driving Cars

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Ford

Using MATLAB on Apache Spark for ADAS Feature Usage Analysis and Scenario Generation

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Continental

Traffic Sign Recognition for Driver Assistance Systems

Manufacturing Analytics

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CAEML

CAEML Research in Hardware Design and Optimization Using Machine Learning

CAEML
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Sterlite

Sterlite Minimizes Optical Fiber Manufacturing Cost Using Machine Learning

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GSK

GSK Uses Historical Data to Improve Manufacturing Processes and Make Better Products

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Stanford University

Sifting Through Multisource Data for Safer Battery Materials with Machine Learning

Power System Analysis and Design

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GE, Stadtwerke Leipzig

AI and IoT for Power Systems Applications

GE, Stadtwerke Leipzig
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RWE Renewables, Hydro Quebec, IMCORP

Utility Asset Condition Monitoring and Predictive Maintenance Using Machine Learning and Artificial Intelligence

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Hydro Quebec

Grid Fault Location Detection Using System Simulation and Machine Learning

Radar

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C-CORE

Analyzing Satellite Radar Imagery with Deep Learning

C-Core
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PathPartner

PathPartner Develops Machine Learning Algorithms for Radar-Based Automotive Applications

Robotics

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USC

On the New Generation of Bio-Inspired Robots

USC

Computer Vision

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Airbus

Airbus Uses Artificial Intelligence and Deep Learning for Automatic Defect Detection

Airbus
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ATLA

Acquisition, Technology & Logistics Agency Applies GAN to Far-Infrared Images and Generates Color Images

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Shell International E&P, Inc.

Content-Based Image Retrieval (CBIR) Using Deep Neural Networks

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University of Massachusetts Amherst

Building Better Engines with AI

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Takato Yasuno, Yachiyo Engineering, Co., Ltd.

Snow Hazard Index Using Conditional GAN and Semantic Segmentation

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Norwegian Defense Research Establishment

Classification of Anti-Submarine Warfare Sonar Targets Using a Deep Neural Network

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SINTEF

Developing an Underwater 3D Camera with Range-Gated Imaging

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University of Twente

Artificial Intelligence and Augmented Reality in Healthcare

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Drass

Smart Maritime Surveillance System

Computational Finance

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Aberdeen Asset Management

Aberdeen Asset Management Implements Machine Learning–Based Portfolio Allocation Models in the Cloud

Aberdeen
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HSBC

CCAR Neural Networks Model

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QuantUniversity.com

Machine Learning and AI in Risk Management

Computational Biology

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MIT

Physics-Informed Machine Learning: Cloud-Based Deep Learning and Acoustic Patterning for Organ Cell Growth Research

MIT
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Stanford University

Physics-Informed Machine Learning: Using the Laws of Nature to Improve Generalized Deep Learning Models

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RIKEN

RIKEN Develops a Method to Apply CNN to Non-Image Data