PhD in Civil Engineering
University of Notre Dame, 2019
Article
Article
Conference paper
Article
Accelerating the rate of discovery: Toward high-repetition-rate HED science
Article
Leveraging Uncertainty from Deep Learning for Trustworthy Material Discovery Workflows
Article
MR-GAN: Manifold Regularized Generative Adversarial Networks for Scientific Data
Article
A Winning Hand: Compressing Deep Networks can Improve Out-Of-Distribution Robustness
Conference paper
Conference paper
Adaptive design of experiments for global Kriging metamodeling through cross-validation information
Article
Article
Article
Article
A statistical mechanics framework for task-agnostic sample design in machine learning
Conference paper
Applications of reduced order and surrogate modeling in structural dynamics
Conference paper
Developments in storm surge estimation using surrogate modeling techniques
Conference paper
Conference paper
Mix-n-match: Ensemble and compositional methods for uncertainty calibration in deep learning
Conference paper
Accelerating MCMC via Kriging-based adaptive independent proposals and delayed rejection
Article
Bayesian model averaging for Kriging regression structure selection
Article
Article
Accelerated MCMC combining metamodel-based independent proposals and delayed rejection
Conference paper
Multi-objective design under uncertainty using a Kriging-based evolutionary optimizer
Conference paper
Article
Article
Bayesian posterior sampling using a metamodel-based sequential approach
Conference paper
Article
Duplicate report detection in urban crowdsensing applications for smart city
Conference paper
Adaptive design of experiments for global Kriging metamodeling through cross-validation information
A statistical mechanics framework for task-agnostic sample design in machine learning
Applications of reduced order and surrogate modeling in structural dynamics
Developments in storm surge estimation using surrogate modeling techniques
Mix-n-match: Ensemble and compositional methods for uncertainty calibration in deep learning
Bayesian posterior sampling using a metamodel-based sequential approach
Duplicate report detection in urban crowdsensing applications for smart city
CIVL2160 | Modeling Systems with Uncertainties |
CIVL3910 | Smart Infrastructure Sensing and Data Analytics |
CIVL4100R | Practical Machine Learning for Smart Infrastructure Systems |
CIVL6100Q | Scientific Machine Learning for Civil Infrastructure Systems |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
BHATTACHARYA, Saheli
Civil Engineering
JIANG, Wenjun
Civil Engineering
PENG, Han
Civil Engineering
VERDUZCO MARTINEZ, Luis Fernando
Civil Engineering
ZHANG, Tianyu
Civil Engineering
ZHONG, Xi
Civil Engineering
ZHANG, Chen
Civil Engineering
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