Multi-omics subtyping pipeline for chronic obstructive pulmonary disease

LA Gillenwater, S Helmi, E Stene, KA Pratte, Y Zhuang… - PloS one, 2021 - journals.plos.org
Chronic Obstructive Pulmonary Disease (COPD) is the third leading cause of mortality in the
United States; however, COPD has heterogeneous clinical phenotypes. This is the first large …

Neural network-driven framework for efficient microstructural modeling of particle-enriched composites

S Barai, F Liu, M Kumar, C Peco - Materials Today Communications, 2024 - Elsevier
Simulating materials with complex, variable microstructures like nanoparticle-enriched
matrices presents significant challenges for FEM, particularly in defining constitutive …

Standard Latent Space Dimension for Network Intrusion Detection Systems Datasets

RF Moyano, A Duque, D Riofrío, N Pérez… - IEEE …, 2023 - ieeexplore.ieee.org
Machine learning is a branch of artificial intelligence that provides computers the ability to
create or improve algorithms without being explicitly programmed by directly learning from …

Sketch-based mechanism simulation using machine learning

A Nurizada, A Purwar - … Technical Conferences and …, 2021 - asmedigitalcollection.asme.org
This paper presents a machine learning approach for building an object detector for
interactive simulation of planar linkages from handmade sketches and drawings found in …

Development of synthetic power distribution networks and datasets with industrial validation

M Ali - 2022 - unsworks.unsw.edu.au
This thesis addresses a key challenge for creating synthetic distribution networks and open-
source datasets by combining the public databases and data synthesis algorithms. Novel …

Machine learning-based characterization of SNR in digital satellite communication links

B Dhuyvetters, D Delaruelle, H Rogier… - 2021 15th European …, 2021 - ieeexplore.ieee.org
Signals traveling through a Satellite Communication (SatCom) channel are subject to noise
and interference effects, impacting their Signal-to-Noise ratio (SNR). Furthermore, non-linear …