Yong Huang
3 papers · Latest:
Statistical Machine Learning
Probabilistic data quality assessment for structural monitoring data via outlier-resistant conditional diffusion model
This paper introduces an outlier-resistant conditional diffusion model for probabilistic data quality assessment in structural health monitoring.
2604.26366
Adaptive Meta-Learning Stochastic Gradient Hamiltonian Monte Carlo Simulation for Bayesian Updating of Structural Dynamic Models
Introduces AM-SGHMC, an adaptive meta-learning SGHMC algorithm for efficient Bayesian updating of structural dynamic models without retraining.
2604.25710
General EconomicsPersistent geographical biases in global scientific collaboration and citations
Global scientific collaboration shows intensifying geographic biases, while citations are less distance-sensitive, with the US dominant and China undercited.
2604.01602
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