Kiran Bacsa

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Nonlinear Dynamical Systems

Top Venues

Publications

Xudong Jian, Yutong Xia, Gregory Duthé, Kiran Bacsa, Wei Liu, Eleni N. Chatzi
Using Graph Neural Networks and Frequency Domain Data for Automated Operational Modal Analysis of Populations of Structures. CoRR (2024)
Marcus Haywood-Alexander, Wei Liu, Kiran Bacsa, Zhilu Lai, Eleni N. Chatzi
Discussing the Spectra of Physics-Enhanced Machine Learning via a Survey on Structural Mechanics Applications. CoRR (2023)
Wei Liu, Zhilu Lai, Kiran Bacsa, Eleni Chatzi
Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems. CoRR (2022)
Zhilu Lai, Wei Liu, Xudong Jian, Kiran Bacsa, Limin Sun, Eleni Chatzi
Neural Modal ODEs: Integrating Physics-based Modeling with Neural ODEs for Modeling High Dimensional Monitored Structures. CoRR (2022)
Wei Liu, Zhilu Lai, Kiran Bacsa, Eleni Chatzi
Physics-guided Deep Markov Models for Learning Nonlinear Dynamical Systems with Uncertainty. CoRR (2021)