Ms. Lingxiao Qu - kernel method - Best Researcher Award

The University of Aizu - China

Author Profile

🎓 Early academic pursuits

Lingxiao Qu began her academic journey with a strong foundation in computer science and technology, earning her bachelor’s degree from north china electric power university in china between october 2013 and september 2017. during this time, she developed a deep interest in embedded systems and power electronics, which laid the groundwork for her future academic and research pursuits. her academic dedication and performance paved the way for graduate-level opportunities and advanced research training.

👩‍💻 Professional endeavors

Following her undergraduate studies, lingxiao pursued a master’s degree in software engineering at guangxi normal university, china, from october 2018 to september 2021 under the guidance of professor jiang jing. currently, she is completing her ph.d. at the university of aizu, japan, in the graduate school of computer science and engineering, where she has been working under the supervision of professor pei yan since october 2021. throughout her academic trajectory, she has actively contributed to software development projects and collaborative research in power electronics and intelligent systems.

🔬 Contributions and research focus

Lingxiao’s research primarily centers on integrating software engineering with power electronics applications, aiming to enhance the intelligence and efficiency of electronic systems. she has explored machine learning algorithms, optimization techniques, and real-time control strategies to advance the design and deployment of smart power electronic devices. her work demonstrates a profound understanding of cross-disciplinary systems, particularly in how computational methods can elevate power electronics design and operation.

🌍 Impact and influence

Lingxiao Qu’s research contributions have had a growing influence in the field of embedded systems and intelligent control, particularly in applying advanced software engineering approaches to power electronics. her innovative thinking has inspired her peers and collaborators, fostering academic discussions and new explorations within her research group and beyond. her ability to merge theoretical knowledge with practical implementation makes her a valuable contributor to modern electronic system advancements.

📚 Academic cites

Although in the early stages of her research career, lingxiao qu’s scholarly work is gaining academic recognition, especially within the circles of computer science and power electronics. she has been actively engaged in publishing her research findings in international journals and conferences. her work has contributed to evolving academic conversations and citations in areas intersecting computer engineering and smart electrical systems.

🌱 Legacy and future contributions

Lingxiao Qu is poised to become a prominent researcher at the intersection of software engineering and power electronics. her future endeavors are expected to explore green energy applications, smart grids, and ai-powered control systems. with a robust academic foundation and a commitment to innovation, her ongoing and future contributions will likely shape the next generation of intelligent electronic systems. she aims to mentor future researchers and collaborate globally to advance sustainable and efficient electronic technologies.

Notable Publications

Title: A Comprehensive Review on Discriminant Analysis for Addressing Challenges of Class-Level Limitations, Small Sample Size, and Robustness
Author(s): Lingxiao Qu, Yan Pei
Journal: Processes
Title: A Data Analysis Method Using Orthogonal Transformation in a Reproducing Kernel Hilbert Space
Author(s): Lingxiao Qu, Yan Pei, Jianqiang Li
Conference: 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
Title: Coded Distributed Computing Schemes via Grouping Method
Author(s): Jing Jiang, Lingling Zhou, Lingxiao Qu
Conference: Proceedings of the 8th International Conference on Computing and Artificial Intelligence
Title: An Approach to Improve Distributed Computing
Author(s): Jing Jiang, Yiyun Zhong, Lingxiao Qu
Conference: 2021 2nd International Conference on Electronics, Communications and Information Technology (CECIT)
Title: Cascaded Coded Distributed Computing Schemes Based on Placement Delivery Arrays
Author(s): Jing Jiang, Lingxiao Qu
Journal: IEEE Access

Early academic pursuits 🎓

Guanghui Lu embarked on his academic journey with a strong passion for mathematics, laying a solid foundation in advanced mathematical theories and applications. His early education cultivated an interest in harmonic analysis, integral operators, and variable exponent spaces, which later became the cornerstone of his research endeavors. Equipped with rigorous training, he pursued higher education that set the stage for his remarkable contributions to mathematical sciences.

Professional endeavors 🏢

currently affiliated with northwest normal university in china, guanghui lu has established himself as a prominent figure in the mathematical community. his professional trajectory includes extensive collaboration with leading mathematicians and contributions to esteemed journals. his work spans a wide array of topics in pure and applied mathematics, particularly focused on operator theory and non-homogeneous spaces.

Contributions and research focus 🔬

Guanghui’s research is centered around bilinear operators, fractional integrals, and their commutators in various function spaces. his work on the bilinear calderón-zygmund operator, bilinear θ-type generalized fractional integral operator, and fractional type marcinkiewicz integrals has significantly advanced the understanding of Harmonic Analysis these mathematical constructs. his innovative approaches to weighted and endpoint estimates for pseudo-differential operators exemplify his mastery of the field.

Accolades and recognition 🏅

his contributions have been widely recognized, with his works featured in top-tier journals such as the nagoya mathematical journal, bulletin des sciences Harmonic Analysis mathématiques, and hacettepe journal of mathematics and statistics. his meticulous research and collaboration with experts like tao s. and yang y. have further solidified his standing as a distinguished mathematician.

Impact and influence 🌍

Guanghui’s work has profound implications for theoretical and applied mathematics, particularly in solving complex problems involving non-homogeneous and Harmonic Analysis variable exponent spaces. his models and theories are instrumental for researchers working in harmonic analysis and operator theory, fostering advancements across multiple domains of mathematics.

Legacy and future contributions 🔮

Guanghui lu’s legacy lies in his innovative approaches to classical and contemporary mathematical challenges. he continues to inspire through his groundbreaking work, with aspirations to further explore the intersections of harmonic analysis and real-world applications. his dedication ensures a lasting impact on the mathematical sciences, paving the way for future generations of researchers.

Notable Publications

Title: Bilinear Calderón-Zygmund operator and its commutator on some variable exponent spaces of homogeneous type
Author: Guanghui Lu
Journal: Hacettepe Journal of Mathematics and Statistics
Title: Bilinear θ-type generalized fractional integral operator and its commutator on some non-homogeneous spaces
Authors: Guanghui Lu, S. Tao
Journal: Bulletin des Sciences Mathématiques
Title: Weighted and endpoint estimates for commutators of bilinear pseudo-differential operators
Authors: Y. Yang, S. Tao, Guanghui Lu
Journal: AIMS Mathematics
Title: Fractional type Marcinkiewicz integral and its commutator on nonhomogeneous spaces
Author: Guanghui Lu
Journal: Nagoya Mathematical Journal
Title: Bilinear θ-type Calderón–Zygmund operator and its commutator on non-homogeneous weighted Morrey spaces
Author: Guanghui Lu
Journal: Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales - Serie A: Matemáticas