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Advanced Manufacturing Researchers
David Huitink
Mechanical Engineering
- Applied Materials for Power Electronic Optimization
- Test development and analysis of interfacial stress induced reliability failures
- Electronic Packaging design and operational enhancement for high temperature reliability
- Thermal dissipation enhancement using nanostructured materials for heat transfer
- Multi-Physical Material Interactions
- Mechanical, thermal, & chemical interactions in novel nanostructured material systems
- Mechanochemical Synthesis techniques for generating novel materials and metastable films with unique electro-optical properties
- Nanocomposites and Nanofluids for enhanced Thermal and Mechanical behaviors
Haitao Liao
Industrial Engineering
- Reliability and maintenance modeling
- Statistical models and data analysis
- Applied operations research
- Probabilistic risk assessment (PRA)
- Reliability prediction for electronic components and circuit assemblies using accelerated tests
- Sensor-based fault diagnostics and prognostics for microelectronics, industrial equipment & machinery
- Reliability analysis of nanodevices
- Data-based/model-based warranty/repair demand prediction
- Highly accelerated life test (HALT) and highly environmental stress screening (HESS)
- Data analytics in additive manufacturing
Xiao Liu
Industrial Engineering
- Physics-based Data-Driven Methodologies
- sensor-based environmental monitoring
- radar/satellite image modeling
- surrogate spatio-temporal models for stress/deformation on surface manifold based on Finite Element Analysis
- Engineering-Knowledge-Based Data-Driven Monitoring for complex
- Condition monitoring for reliability and energy efficiency of data center cooling systems
- Tree-based Ensemble Statistical Learning for Recurrent Event Data
- Intelligent food-borne outbreaks source investigation
- Reliability modeling and predictive maintenance for large-scale heterogeneous field systems
Wenchao Zhou
Mechanical Engineering
- Superfast 3D Printer
- Megahertz Inkjet Printing
- Microheater Array Powder Sintering (MAPS)
- Cooperative 3D Printing
- 4D Printing
- Robotics