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Biography

Research assistant in the area of Machine Learning in Mechatronics systems

Activities

Employment (2)

University of Augsburg: Augsburg, Bayern, DE

2021-04-01 to present | Research Assistant (Chair of Mechatronics, Faculty of Applied Computer Science)
Employment
Source: Self-asserted source
Yi Zhang

Tongji University: Shanghai, CN

2013-09-01 to 2017-07-31 | B. Sc (Mechatronics, CDHAW)
Employment
Source: Self-asserted source
Yi Zhang

Education and qualifications (1)

Universität Stuttgart: Stuttgart, Baden-Württemberg, DE

2017-10-01 to 2020-09-30 | M. Sc (Electrical Engineering and Information Technology)
Education
Source: Self-asserted source
Yi Zhang

Works (4)

Solving Stochastic Inverse Problems with Stochastic BayesFlow

2023 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
2023-06-28 | Conference paper
Contributors: Yi Zhang; Lars Mikelsons
Source: Self-asserted source
Yi Zhang

Sensitivity-guided iterative parameter identification and data generation with BayesFlow and PELS-VAE for model calibration

Advanced Modeling and Simulation in Engineering Sciences
2023-06-24 | Journal article
Contributors: Yi Zhang; Lars Mikelsons
Source: check_circle
Crossref

Sensitivity-Guided Iterative Parameter Identification and Data Generation with BayesFlow and PELS-VAE for Model Calibration

2022-08-17 | Preprint
Contributors: Yi Zhang; Lars Mikelsons
Source: check_circle
Crossref

Towards Reliable Parameter Extraction in MEMS Final Module Testing Using Bayesian Inference

Sensors
2022-07-20 | Journal article
Part of ISSN: 1424-8220
Source: Self-asserted source
Yi Zhang
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