Inflow uncertainty

1. New Approaches to Deal with Uncertainty Prof Doostan: Uncertainty Quantification (UQ) Uncertainty-aware design of aerospace systems Inflow uncertainty • From data to model predictions • Uncertainty bars on predictions Airfoil model Uncertainty management in Lithium-ion battery simulations Pressure uncertainty

2. Model Calibration Computational model Prof Doostan: Uncertainty Quantification (UQ) Physical system/ data Pressure sensors Temperature sensors • Inverse Stochastic Problems • Data-driven model calibration Uncertain model parameters

3. Unleashing the Power of 3-D Printing Objet Connex 260 Prof Maute: Multi-Physics Optimization Group max. stiffness s.t. mass constraint

4. Creativity by Computing • Topology Optimization in Fluid Mechanics and Heat Transfer inlet outlet A max. temperature at A subject to surface convection Prof Maute: Multi-Physics Optimization Group

5. Advanced Schemes for Multi-Physics Simulation • Fluid-Structure Interaction • Fluid-Structure-Thermal Interaction with Ablation Prof Maute: Multi-Physics Optimization Group

6. Wave Propagation in Phononic Beams Prof Hussein: Phononics Group Calculated by Transfer Matrix Method Infinite Finite Suspended Aluminum-ABS phononic beam structure – excited by force hammer Sense Excite Schematic of 5-unit cell phononic beam

7. Phonon Spectrum of Graphene Prof Hussein: Phononics Group