University of Birmingham experts have created open-source computer software that helps scientists understand how fast-moving particles behave when they interact with electromagnetic waves in space.

ABSTRACT: This paper studies the nonlocal suspension bridge equation with state-dependent delay in 2D space and the existence of attractors. First, by using Banach fixed point theorem and operator ...

This project implements a quadratic nonlinear regression model to estimate the real-world distance between a hand and a camera based on the relative positions of hand landmarks in 2D images. The ...

Collaborate with cross-functional teams to identify and understand business challenges that can be addressed with AI. Perform data analysis and preprocessing to prepare datasets for model training and ...

This project models user activity data for a music streaming app called Sparkify to optimize queries for understanding what songs users are listening to by using Apache Cassandra. Build up ETL to ...

data science encompasses many disciplines including machine learning, artificial intelligence (AI), data analysis, and statistical analysis. If you want to get a job in data science but you’re ...

Abstract: This paper introduces and evaluates a freely available cellular nonlinear network simulator optimized for the effective use of GPUs, to achieve fast modelling and simulations. Its relevance ...

Abstract: This work presents a nonlinear control strategy for a magnetically coupled multiport dc-dc converter aimed at automotive applications. First, a behavioural dynamic model, based on averaging ...

With the rapid growth of complexity and functionality of modern electronic systems, creating precise behavioral models of nonlinear circuits has become an attractive topic. Deep neural networks (DNNs) ...

One of the hallmarks of cancer growth and metastatic spread is the process of local invasion of the surrounding tissue. Cancer cells achieve protease-dependent invasion by the secretion of enzymes ...