research
∙
07/31/2023
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration
Deep learning has achieved remarkable success in the field of bearing fa...
share
research
∙
05/07/2023
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial
On top of machine learning models, uncertainty quantification (UQ) funct...
research
∙
12/01/2021
A generic physics-informed neural network-based framework for reliability assessment of multi-state systems
In this paper, we leverage the recent advances in physics-informed neura...
research
∙
06/09/2014
A bio-inspired algorithm for fuzzy user equilibrium problem by aid of Physarum Polycephalum
The user equilibrium in traffic assignment problem is based on the fact ...
research
∙
03/21/2014
A Physarum-Inspired Approach to Optimal Supply Chain Network Design at Minimum Total Cost with Demand Satisfaction
A supply chain is a system which moves products from a supplier to custo...
research
∙
11/03/2013