DESIGN OPTIMIZATION OF METALLIC ALLOY MICROSTRUCTURES UNDER EPISTEMIC UNCERTAINTY
|
2020 |
Acar, Pinar |
HIGH-DIMENSIONAL RELIABILITY ANALYSIS USING DEEP NEURAL NETWORKS
|
2020 |
Li, Mingyang |
A HYBRID MODEL FOR MAIN BEARING FATIGUE PROGNOSIS BASED ON PHYSICS AND MACHINE LEARNING
|
2020 |
Yucesan, Yigit A. |
BAYESIAN NETWORK INFERENCE OF THERMAL PROTECTION SYSTEM FAILURE IN HYPERSONIC VEHICLES
|
2020 |
Schiavazzi, Daniele E. |
RISK-BASED DESIGN OPTIMIZATION VIA PROBABILITY OF FAILURE, CONDITIONAL VALUE-AT-RISK, AND BUFFERED PROBABILITY OF FAILURE
|
2020 |
Chaudhuri, Anirban |
APPLICATIONS OF MULTIFIDELITY REDUCED ORDER MODELING TO SINGLE AND MULTIPHYSICS PROBLEMS
|
2020 |
Song, Pengchao |
GAUSSIAN SURROGATE DIMENSION REDUCTION FOR EFFICIENT RELIABILITY-BASED DESIGN OPTIMIZATION
|
2020 |
Clark, Daniel L. |
WHEN ARE DESIGN ALLOWABLES CONSERVATIVE?
|
2020 |
Rosario, Zachary del |
RISK ALLOCATION FOR DESIGN OPTIMIZATION WITH UNIDENTIFIED STATISTICAL DISTRIBUTIONS
|
2020 |
Jekel, Charles F. |
RELIABILITY-BASED CO-DESIGN OF STATE-CONSTRAINED STOCHASTIC DYNAMIC SYSTEMS
|
2020 |
Cui, Tonghui |
REDUCED ORDER MODEL OF LAMINAR PREMIXED INVERTED CONICAL FLAMES
|
2020 |
Ramos, Louise da Costa |
ADAPTIVE SAMPLING AND CLASSIFICATION DECISION BOUNDARY OPTIMIZATION FOR MODE SHAPE EMULATION
|
2020 |
Boyd, lan |
APPLICATIONS OF INTELLIGENT EXPERIMENTAL DESIGN FOR ADDITIVE MANUFACTURING
|
2020 |
Kumar, Natarajan Chennimalai |
UNCERTAINTY ANALYSIS OF TRAJECTORY TRACKING FOR AUTONOMOUS DYNAMIC SOARING
|
2020 |
He, Kaijun |
ENHANCEMENT OF LOW FIDELITY FLUID SIMULATIONS USING MACHINE LEARNING
|
2020 |
Fuchi, Kazuko |
CORRELATION EFFECTS IN BAYESIAN NEURAL NETWORKS FOR COMPUTATIONAL AEROACOUSTICS ICE DETECTION
|
2020 |
Hauth, Jeremiah |
UNCERTAINTY QUANTIFICA TION ACROSS DESIGN SPACE USING SPATIALLY ACCURATE POLYNOMICAL CHAOS
|
2020 |
Schaefer, John A. |
ADAPTIVE SPARSE GRID APPROXIMATION FOR HIGH DIMENSIONAL INTERVAL FIELD CONSTRUCTION
|
2020 |
Faes, Matthias |
RESILIENCE-ENHANCING OPERATIONS OF AEROSTRUCTURAL SYSTEMS UNDER UNCERTAINTY: A DIGITAL TWIN APPROACH
|
2020 |
Karve, Pranav M. |
NON-INTRUSIVE UNCERTAINTY QUANTIFICATION METHOD FOR FLOWS WITH DISCONTINUITY
|
2020 |
Inoue, Takumi |