ymlasu

para-atm-collection

PARA-ATM Research Collection

para-atm

Information fusion for real-time national air transportation system prognostics under uncertainty.

PeSBL_PDE_Learning

PSI-PDE

A robust method of learning PDEs from dynamical systems.

Reliability-Based-Topology-Optimization

The code is for two phase demonstration as example 1 shown in the paper - Gao, Yi, and Yongming Liu. "Reliability-based topology optimization with stochastic heterogeneous microstructure properties." Materials & Design 205 (2021): 109713. A unformatted paper draft can be found at https://www.researchgate.net/publication/350763409_Reliability-based_Topology_Optimization_with_Stochastic_Heterogeneous_Microstructure_Properties

Multiaxial-high-cycle-fatigue-life-prediction-model

NASA_ULI_InfoFusion

Information fusion for real-time national air transportation system prognostics under uncertainty.

PPgNN

A-Bio-marker-using-Topological-Machine-Learning-of-rs-fMRI

An-energy-based-model-under-multiaxial-biaxial-loading

EC-PDE

Energy-based-time-derivative-damage-accumulation-model-under-uniaxial-and-multiaxial-random-loadings

FEA-Net

LPM-C

An implementation of a nonlocal lattice particle method (LPM) using an iterative solution procedure

Neural-Optimization-Machine-NOM

2D_3D_Microstructure

AI-Enabled-ILI-System-Integration

Code for hardware-software integration for the In-Line Inspection Prototype

Bayesian-Boundary-Aware-Convolutional-Network

CAMEL

CAMEL is a dimension reduction and data visualization model for arbitrary high dimensional data. CAMEL supports unsupervised learning, supervised learning, semi-supervised learning, metric learning, and inverse learning.

MFEA-Net

Semi-Supervised-Semantic-Segmentation-Activation-Map-Interpolation

Simplicial-Complex-Enhanced-Manifold-Embedding-of-Spatiotemporal-Data-for-Structure-Health-Monitorin

STFCG

Small time-scale fatigue crack growth (STFCG) package with GUI

strain-based-model