KITAHARA Daichi
キタハラ ダイチ
KITAHARA Daichi
Faculty of Science and Technology Department of Applied Physics and Physico-Informatics/Assistant ProfessorBasic Information
Specialty
Optimization, Signal Processing, Deep Learning, Weather Radar
Related Links
Paper Review Qualification
Thesis Guide Qualification in the Graduate School of Science and Technology : Master/Doctor
Biography
General introduction
My research interests include theories and methods in optimization, signal processing and data science, and their applications including deep learning. Our goal on the theoretical aspect is to “create innovative algorithms that can solve inverse problems in various fields” mainly via convex optimization techniques. On the application aspect, we aim to “apply cutting-edge mathematics to real-world data and introduce it into operational systems,” e.g., in the weather radar field.
Research experience
Osaka University Graduate School of Engineering, Division of Electrical, Electronic and Infocommunications Engineering Visiting Academic Staff
Keio University Faculty of Science and Technology, Department of Applied Physics and Physico-Informatics Senior Assistant Professor
Institute of Physical and Chemical Research (RIKEN) RIKEN Center for Computational Science (R-CCS), Data Assimilation Research Team Visiting Researcher
Research
Reseach overview
My research interests include theories and methods in optimization, signal processing and data science, and their applications including deep learning. Our goal on the theoretical aspect is to “create innovative algorithms that can solve inverse problems in various fieldsℽ mainly via convex optimization techniques. On the application aspect, we aim to “apply cutting-edge mathematics to real-world data and introduce it into operational systems,ℽ e.g., in the weather radar field.
Research Interests
- Optimization
- Signal Processing
- Deep Learning
- Weather Radar
Research areas
Applied mathematics and statistics
Mathematical informatics
Soft computing
Measurement engineering