research
∙
06/30/2023
Generalized Time Warping Invariant Dictionary Learning for Time Series Classification and Clustering
Dictionary learning is an effective tool for pattern recognition and cla...
share
research
∙
10/27/2021
Failure-averse Active Learning for Physics-constrained Systems
Active learning is a subfield of machine learning that is devised for de...
research
∙
05/14/2021
Partitioned Active Learning for Heterogeneous Systems
Cost-effective and high-precision surrogate modeling is a cornerstone of...
research
∙
11/21/2020
Neural Network Gaussian Process Considering Input Uncertainty for Composite Structures Assembly
Developing machine learning enabled smart manufacturing is promising for...
research
∙
09/24/2020