The AIMS Center is able to assist with:
- System health management and prognosis.
- Multiscale modeling.
- Molecular dynamics and continuum mechanics.
- Material characterization and testing for composite, metallic, hybrid, and superalloy materials.
- Intelligent design and multidisciplinary optimization.
- Surface and interface mechanics.
- Multifunctional materials and adaptive systems.
- Information management and signal processing.
- Data fusion, mining and informatics.
Popular applications
- Multiscale material characterization to calibrate microstructural features to global mechanical properties and damage behavior.
- Multiscale thermomechanical material modeling to capture nonlinear material behavior including inelasticity and damage.
- Sensor array optimization for structural health monitoring, prognosis and nondestructive evaluation.
- Anomaly and fault detection using neural networks and machine learning.