Prof. Akiko Kumada — Research Profile
The University of Tokyo · Department of Electrical Engineering and Information Systems
About
Prof. Akiko Kumada at The University of Tokyo Department of Electrical Engineering and Information Systems lists high voltage technology, high current technology, power engineering, renewable energy as their registered research area.
Research keywords
Recent papers
- State-Constrained SHAP Distills Polymer Property Models into Transferable Structural Rules for Fixed-Interval ScreeningJournal of Chemical Information and Modeling · Oct 8
- Interpretable substructure-based screening of multi-property polymer dielectrics with prompt-ready rules for rational designnpj Computational Materials · Sep 28
- Prediction of mass spectra using large chemical language models and verification of adaptability in data-scarce domainsApplied Physics Letters · Aug 3
From OpenAlex · papers whose author affiliation matches this university
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Machine Learning in Materials Science
Takayuki Yamada 교수 연구실
The University of Tokyo · Department of Mechanical Engineering
AI-driven X-ray CT image characterization for accelerating polymer composite designMaterials & Design · Oct 10Masahito Ohue 교수 연구실
Institute of Science Tokyo · Department of Computer Science
PairMap2: A Web Application for Intermediate‐Molecule Insertion in Relative Binding Free Energy CalculationsMolecular Informatics · Aug 1Takahiro Shimada 교수 연구실
Kyoto University · Department of Mechanical Engineering and Science
Active learning-enabled first principles mapping of full-strain electromechanical responses in PbTiO 3Modelling and Simulation in Materials Science and Engineering · Aug 21
Other labs in this department
- Akira Hirose 교수 연구실
neural networks, wireless networks, AI, 5G/6G, imaging
- Atsutake Kosuge 교수 연구실
energy-efficient VLSI, AI, deep learning, semiconductors
- Daishi Kondo 교수 연구실
network security infrastructure, cybersecurity, protocols
- Daisuke Kobayashi 교수 연구실
radiation effects on semiconductors, aerospace, reliability
- Daisuke Saito 교수 연구실
speech information processing, audio analysis, deep learning
- Hiroshi Fujimoto 교수 연구실
control theory, electric vehicles, robotics, drones