Active Learning with Multifidelity Modeling for Efficient Rare Event
Simulation

Active Learning with Multifidelity Modeling for Efficient Rare Event Simulation

25 June 2021

Somayajulu L. N. Dhulipala

Michael D. Shields

Papers citing "Active Learning with Multifidelity Modeling for Efficient Rare Event Simulation"

11 / 11 papers shown

Title
Reliability Analysis of Complex Systems using Subset Simulations with Hamiltonian Neural Networks Denny Thaler Somayajulu L. N. Dhulipala F. Bamer Bernd Markert Michael D. Shields 21 7 0 10 Jan 2024
A physics and data co-driven surrogate modeling method for high-dimensional rare event simulation Jianhua Xian Ziqi Wang AI4CE 20 9 0 30 Sep 2023
A Comprehensive Survey on Rare Event Prediction Chathurangi Shyalika Ruwan Wickramarachchi A. Sheth AI4TS 29 15 0 20 Sep 2023
UQpy v4.1: Uncertainty Quantification with Python Dimitrios Tsapetis Michael D. Shields Dimitris G. Giovanis Audrey Olivier Lukás Novák ... Mohit Chauhan Katiana Kontolati Lohit Vandanapu Dimitrios Loukrezis Michael Gardner GP 24 11 0 16 May 2023
Relaxation-based importance sampling for structural reliability analysis Jianhua Xian Ziqi Wang 24 13 0 23 Mar 2023
General multi-fidelity surrogate models: Framework and active learning strategies for efficient rare event simulation Promiti Chakroborty Somayajulu L. N. Dhulipala Yifeng Che Wen Jiang B. Spencer J. Hales Michael D. Shields AI4CE 19 3 0 07 Dec 2022
Physics-Informed Machine Learning of Dynamical Systems for Efficient Bayesian Inference Somayajulu L. N. Dhulipala Yifeng Che Michael D. Shields 20 0 0 19 Sep 2022
Bayesian Inference with Latent Hamiltonian Neural Networks Somayajulu L. N. Dhulipala Yifeng Che Michael D. Shields BDL 21 3 0 12 Aug 2022
Cost-effective Framework for Gradual Domain Adaptation with Multifidelity Shogo Sagawa H. Hino CLL 27 6 0 09 Feb 2022
Reliability Estimation of an Advanced Nuclear Fuel using Coupled Active Learning, Multifidelity Modeling, and Subset Simulation Somayajulu L. N. Dhulipala Michael D. Shields Promiti Chakroborty Wen Jiang B. Spencer J. Hales V. Labouré Zachary M. Prince C. Bolisetti Yifeng Che 19 19 0 06 Jan 2022
Ensemble approximate control variate estimators: Applications to multi-fidelity importance sampling Trung T. Pham Alex A. Gorodetsky 24 13 0 07 Jan 2021