2 citations · 2 across the 3 of their papers we have counts for
3 papers
stat.AP2023
Advancing inverse scattering with surrogate modeling and Bayesian inference for functional inputs
Chih-Li Sung, Yao Song, Ying Hung
Inverse scattering aims to infer information about a hidden object by using the received scattered waves and training data collected from forward mathematical models. Recent advanc…
cs.RO2022
Data-Efficient Characterization of the Global Dynamics of Robot Controllers with Confidence Guarantees
Ewerton R. Vieira, Aravind Sivaramakrishnan, Yao Song +5
This paper proposes an integration of surrogate modeling and topology to significantly reduce the amount of data required to describe the underlying global dynamics of robot contro…
stat.ML2020★ 2 cited
CLAIMED: A CLAssification-Incorporated Minimum Energy Design to explore a multivariate response surface with feasibility constraints
Mert Y. Sengul, Yao Song, Linglin He +3
Motivated by the problem of optimization of force-field systems in physics using large-scale computer simulations, we consider exploration of a deterministic complex multivariate r…