Lohit Vandanapu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

High Dimensional Problems

Development Environment

Unsupervised Learning

Top Venues

J. Comput. Phys.

J. Comput. Sci.

Publications

Lohit Vandanapu, Michael D. Shields
Simulation of non-Gaussian wind field as a 3rd-order stochastic wave. Reliab. Eng. Syst. Saf. 245 (2024)
Dimitrios Tsapetis, Michael D. Shields, Dimitris G. Giovanis, Audrey Olivier, Lukás Novák, Promit Chakroborty, Himanshu Sharma, Mohit Chauhan, Katiana Kontolati, Lohit Vandanapu, Dimitrios Loukrezis, Michael Gardner
UQpy v4.1: Uncertainty Quantification with Python. CoRR (2023)
Dimitrios Tsapetis, Michael D. Shields, Dimitris G. Giovanis, Audrey Olivier, Lukás Novák, Promit Chakroborty, Himanshu Sharma, Mohit Chauhan, Katiana Kontolati, Lohit Vandanapu, Dimitrios Loukrezis, Michael Gardner
UQpy v4.1: Uncertainty quantification with Python. SoftwareX 24 (2023)
Katiana Kontolati, Dimitrios Loukrezis, Dimitrios G. Giovanis, Lohit Vandanapu, Michael D. Shields
A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems. CoRR (2022)
Katiana Kontolati, Dimitrios Loukrezis, Dimitrios G. Giovanis, Lohit Vandanapu, Michael D. Shields
A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems. J. Comput. Phys. 464 (2022)
Audrey Olivier, Dimitris G. Giovanis, B. S. Aakash, Mohit Chauhan, Lohit Vandanapu, Michael D. Shields
UQpy: A general purpose Python package and development environment for uncertainty quantification. J. Comput. Sci. 47 (2020)