Dr.-Ing. Xiang Xie

Curriculum Vitae

• Bachelor degree in mechatronics from Tongji University, Shanghai
  • Bachelor thesis: Design and implementation of a stand-alone software for automated analysis and display of measurement data at VW AG in Wolfsburg, Germany
• Master studies in electrical engineering and information technology at KIT
  • Master thesis: Evaluation and optimization of the filter approach for feature selection based on evaluation data sets
• Research associate at ITIV since July 2019
• PhD finished in January 2023: "Artificial Intelligence for Spectral Analysis: a Comprehensive Framework"

Supervised completed student theses (selection)

• MA: "Conception and Optimization of an X-Ray Flouresence based Thickness and Concentration Measurement Method of Coating using Neural Networks and Meta Learning Techniques"
• MA: "Implementation, Optimization and Evaluation of a Feature Selection Method with Evolutionary Algorithm".
• MA: "Application of Reinforcement Learning Algorithms in Spectral Analysis".
• MA: "Implementation and Evaluation of Deep Reinforcement Learning Algorithms and their Ability to Generalize in a Virtual Environment".
• MA: "Implementation and Evaluation of a Recommender System based on Multi-Label Classication Algorithms for the Identication of Composition of Unknown Alloys"
• MA: "Feature-Selection-Based Iterative Pruning for Neural Network Compression".
• MA: "Automatic Calibration of Neural-Network-Based X-Ray fluorescence Analysis Using Meta-Learning Techniques"
• MA: "Adaptation and Extension of Deep Reinforcement Learning Algorithms for Applicability to a TurtleBot3"