Kiran Bacsa - Publications, H-index & Citations

Kiran Bacsa

swiss federal institutes of technology domain

6H指数

25论文数

190被引数

收录论文 7

发表时间

Robotic mobile sensing for robust modal identification across a population of bridges: Uncertainty analysis, algorithm development, hardware realization, and field validation 基于移动机器人传感的桥梁群体鲁棒性模态识别：不确定性分析、算法开发、硬件实现及现场验证

Mechanical Systems and Signal Processing

IF8.9

2025-12-27

OAAI

Xudong Jian; Kiran Bacsa; Matej Varga; Yuguang Fu; Eleni Chatzi

Modal decomposition and identification for a population of structures using physics-informed graph neural networks and transformers 使用物理信息图神经网络和变压器对结构群体进行模态分解和识别

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2025-11-01

OAAI

Jian, Xudong; Bacsa, Kiran; Duthe, Gregory; Chatzi, Eleni

Structural Dynamics Feature Learning Using a Supervised Variational Autoencoder

engineering fracture mechanics

IF3.2

2025-02-01

PREAI

Bacsa, Kiran; Liu, Wei; Abdallah, Imad; Chatzi, Eleni

A Robotic Automated Solution for Operational Modal Analysis of Bridges with High-Resolution Mode Shape Recovery

JOURNAL OF STRUCTURAL ENGINEERING

IF3.9

2024-08-01

PREAI

Jian, Xudong; Lai, Zhilu; Bacsa, Kiran; Fu, Yuguang; Koh, Chan Ghee; Sun, Limin; Wieser, Andreas; Chatzi, Eleni

Neural extended Kalman filters for learning and predicting dynamics of structural systems 用于学习和预测结构系统动力学的神经扩展卡尔曼滤波器

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2023-06-29

OAAI

Liu, Wei; Lai, Zhilu; Bacsa, Kiran; Chatzi, Eleni

Symplectic encoders for physics-constrained variational dynamics inference

SCIENTIFIC REPORTS

IF3.9

2023-02-14

OAAI

Bacsa, Kiran; Lai, Zhilu; Liu, Wei; Todd, Michael; Chatzi, Eleni

Physics-guided Deep Markov Models for learning nonlinear dynamical systems with uncertainty 用于学习具有不确定性的非线性动力系统的物理指导的深度马尔可夫模型

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-10-01

OAAI

Liu, Wei; Lai, Zhilu; Bacsa, Kiran; Chatzi, Eleni

研究方向