Monika Timea Nagy-Huber is currently pursuing a PhD in Computer Science at the University of Basel, specializing in Physics-informed Machine Learning Algorithms under the supervision of Prof. Dr. Volker Roth in the Biomedical Data Analysis research group. She earned her Master of Science in Mathematics from the same university, focusing on Numerics (Partial Differential Equations for Wave Equations) and Algebra-Geometry-Number Theory (Elliptic Curves). Her master’s thesis, titled “The Local Discontinuous Galerkin Method with Local Time Stepping Method for solving the Wave Equation,” received a grade of 5.5. Monika also holds a Bachelor of Science in Mathematics from the University of Basel, completed in 2016.
Zhang Rui is a dedicated researcher currently pursuing a doctoral degree in Computer Software and Theory at the University of Chinese Academy of Sciences. With a solid foundation in Information Management and Systems from Xi’an University of Architecture and Technology, Zhang specializes in Python programming and advanced machine learning frameworks like Pytorch. His research focuses on natural language processing, automatic text intelligence, and innovative applications such as code comment generation and program repair. Zhang has contributed significantly to scientific data management and analysis, with published papers and extensive project leadership experience in constructing digital platforms for data integration and knowledge sharing.
2018.9-Present: Pursuing doctoral studies in Computer Software and Theory at the University of Chinese Academy of Sciences. 2014.9-2018.7: Completed undergraduate studies in Information Management and Information Systems at Xi’an University of Architecture and Technology.
Professional Skills
Proficient in Python, with expertise in machine learning and deep learning frameworks including Pytorch. Specializes in natural language processing, automatic text intelligence, code comment generation, and automatic program repair.
Academic Contributions
Published Papers: Internationally recognized contributions in text summarization, code generation, and data management across various domains of resource science and technology.Intern Experience: Hands-on involvement in image processing interfaces, data management, and analysis for scientific applications.
Awards and Recognitions
Awarded multiple prizes for academic excellence and innovation, including top honors in mathematical modeling competitions and scholarships for outstanding performance.
Self-Evaluation
Demonstrates keen insight, a relentless pursuit of knowledge, innovative spirit, effective communication, and strong teamwork skills.
Publications
Design of an Isolated Circuit Breaker with Robust Interruption Capability for DC Microgrid Protection
Authors: Xu, X., Chen, W., Zhang, S., Li, Z., Zhang, B.
Journal: IEEE Transactions on Industrial Electronics, 2021, 68(12), pp. 12408–12417
Exploring a particle-size-reduction strategy of YAG phosphor via a chemical breakdown method
Authors: Chen, H., Ju, L., Zhang, L., Qiu, K., Yin, L.
Journal: Journal of Rare Earths, 2021, 39(8), pp. 938–945
Short-Circuit Capability Prediction and Failure Mode of Asymmetric and Double Trench SiC MOSFETs