Great Bay University

Jinchao Feng

2023/07/14 Resource: Edit:

冯锦超

Jinchao Feng, Ph.D.

Title：Assistant Professor

E-mail：jcfeng@gbu.edu.cn

Links：https://sites.google.com/view/jinchao-feng/home

【Research Interest】

Inverse problem，Gaussian processes，Uncertainty quantification，Probabilistic graphical models

【Education Background】

2009.09-2013.06 University of Science and Technology of China，Mathematics and Applied Mathematics，Bachelor's Degree

2013.09-2019.09 University of Massachusetts Amherst，Ph.D.

【Work Experience】

2019.08-2023.06 Johns Hopkins University，Postdoctoral Fellow

2023.07-present Great Bay University，Assistant Professor

【Publications】

1. Birmpa, Panagiota, Jinchao Feng, Markos A. Katsoulakis, and Luc Rey-Bellet, Model Uncertainty and Correctability for Directed Graphical Models, SIAM/ASA Journal on Uncertainty Qualification 10, no.4 (2022):1461-1512.

2.Feng, Jinchao, Mauro Maggioni, Patrick Martin, and Ming Zhong, Learning Interaction Variables and Kernels from Observations of Agent-Based Systems, IFAC-PaperOnline 55, no.30 (2022): 162-167.

3.Feng, Jinchao, Joshua L. Lansford, Markos A. Katsoulakis, and Dionisios G. Vlachos, Explainable and trustworthy artificial intelligence for correctable modeling in chemical sciences, Science Advances, 6.42 (2020):eabc3204.

4.Feng, Jinchao, Joshua Lansford, Alexander Mironenko, Davood Babaei Pourkargar, Dionisios G. Vlachos, and Markos A. Katsoulakis, Non-parametric correlative uncertainty quantification and sensitivity analysis: Application to a Langmuir bimolecular adsorption model, AIP Advances 8.3 (2018): 035021.