Informatics, Modeling & Simulation – Page 2

Automated Classification of Defected Images by Means of Machine Learning for Improved Analysis of Vehicle Undercarriages

Giegerich W.V., Stone A., Forte III L., Schneider P.J., Oh K.W., University at Buffalo, US

This research focuses on the development of a vehicle undercarriage image quality machine learning model. The model returns the quality of the image across several categories which are used for classifying image defects. Through analysis [...]

Real-time Multi-Modality Clinical Decision Support Platform: An Overview of Incorporating Deep Learning within Multi-Modality Fusion Framework in HealthCare

Kia A., Timsina P., Mount Sinai Health System, US

Synopsis Every second, modern health care ecosystem is generating a wide range of clinical data format including structured, unstructured, image, and high-frequency waveform data. The volume of data is also growing at an exponential rate. [...]

Flexible AI for real-world environments

Achler T., Optimizing Mind, US

AI remains less capable compared to humans at quickly accumulating knowledge without forgetting what they previously learned. Everything that might happen in the robot’s work environment must be in the training set and rehearsed in [...]

Athlete Engineering BaseLine Ecosystem: innovative technologies to enhance human performance

Luczak T., Burch R., Nelsen P., Freeman C., Chander H., Ball J., Jones J.A., Barlow J., Saucier D., Duclos M., Grice S., Taquino M., Mississippi State University, US

The Athlete engineering BaseLine Ecosystem (AeBLE) is a collection of integrated innovations impacting human performance, health, and wellness. AeBLE integrates artificial intelligence-driven mobile markerless motion capture, embedded wearable sensors, and augmented and virtual immersive technologies [...]

AI TechConnect

A Learning-based Approach to Cover Short-term Camera Failure in a Monocular Visual Inertial Odometry System

Tian Y., Compere M., Embry-Riddle Aeronautical University, US

Localization and navigation have multiple established methods in sensing and fusion algorithm. Previous studies use different sensors such as Global Navigation Satellite System (GNSS) and Global Inertial Navigation System (GINS) using GPS and an inertial [...]

PVA cryogels obtained by biomimetic synthesis of polyaniline using hematin supported on halloysite nanotubes as catalyst

Jiménez-Cárdenas P., De León-Santillán A., Gallardo-Vega C., Centro de Investigación en Química Aplicada, MX

We studied the biomimetic synthesis of polyaniline as an alternate route to prepare electrical conductive cryogels (ECC), unique structures that combine intrinsic conductivity and hydrogel properties. For that purpose, hematin a natural porphyrin with peroxidase-like [...]

Synthesis of polyaniline catalyzed by soybean peroxidase immobilized in halloysite nanotubes

Alvarado-Canché C., López-Martínez J., Romero-García J., Ledezma-Pérez A., De León-Santillán A., Gallardo-Vega C., Centro de Investigación en Química Aplicada, MX

Polyaniline is one of the most extended studied conducting polymer because of its simple synthesis, low cost, high conductivity and excellent environmental stability. Synthesis of this inherently conducting polymer can be carried by several methods, [...]

Robot Axis Control Using a Differential Learning Algorithm

Abegaz B., Loyola University of Chicago, US

The motion control of robotic arms using brushless DC motors has been implemented using various mechanisms, including a model predictive controller (MPC), a fuzzy controller and supervised machine learning methods. In order to provide a [...]

Tension prediction using web moving speed and natural vibration frequency

Du X., Yan J., University of Massachusetts Amherst, US

The characterization of web dynamics is critical for web handling and process control of roll-to-roll (R2R) manufacturing systems. One such critical characterization parameter is the tension in a moving web, which ultimately determines the efficacy [...]