Yifeng Che

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Bayesian Inference

Top Venues

J. Comput. Phys.

Reliab. Eng. Syst. Saf.

Publications

Somayajulu L. N. Dhulipala, Yifeng Che, Michael D. Shields
Efficient Bayesian inference with latent Hamiltonian neural networks in No-U-Turn Sampling. J. Comput. Phys. 492 (2023)
Somayajulu L. N. Dhulipala, Yifeng Che, Michael D. Shields
Bayesian Inference with Latent Hamiltonian Neural Networks. CoRR (2022)
Promit Chakroborty, Somayajulu L. N. Dhulipala, Yifeng Che, Wen Jiang, Benjamin W. Spencer, Jason D. Hales, Michael D. Shields
General multi-fidelity surrogate models: Framework and active learning strategies for efficient rare event simulation. CoRR (2022)
Somayajulu L. N. Dhulipala, Michael D. Shields, Promit Chakroborty, Wen Jiang, Benjamin W. Spencer, Jason D. Hales, Vincent M. Laboure, Zachary M. Prince, Chandrakanth Bolisetti, Yifeng Che
Reliability estimation of an advanced nuclear fuel using coupled active learning, multifidelity modeling, and subset simulation. Reliab. Eng. Syst. Saf. 226 (2022)
Somayajulu L. N. Dhulipala, Yifeng Che, Michael D. Shields
Physics-Informed Machine Learning of Dynamical Systems for Efficient Bayesian Inference. CoRR (2022)
Yifeng Che, Joseph Yurko, Koroush Shirvan
Machine learning-assisted surrogate construction for full-core fuel performance analysis. CoRR (2021)