IWATE PREFECTURAL UNIVERSITY · SOCIAL SYSTEMS DESIGN

Nakasho Laboratory 中正研究室

Solving social challenges with AI and mathematics.

Our laboratory applies AI, IoT, robotics, and mathematical methods to real-world challenges in energy, agriculture, healthcare, and welfare. We also study mathematical knowledge management and discovery.

01 CURRENT RESEARCH

Research projects

Energy · AIOngoing

AI-assisted biomass plant operations

Monitoring, early detection of anomalies, moisture forecasting, and fuel-blend optimization.

Agriculture · RoboticsOngoing

Agricultural harvesting robotics

Safe route planning and efficient micro-batch harvesting.

Healthcare · CryptographyOngoing

Privacy-preserving medical record linkage

Private Set Intersection protocols for secure cross-institution record matching.

Welfare · IoTOngoing

RFID-based bed-exit prediction

Estimating patient posture and anticipating bed exits from RFID signals.

Education · VROngoing

VR motion learning assistance

Real-time feedback comparing learner and instructor movements.

Formal MethodsOngoing

Mizar Evolution

Modernizing a formal mathematics environment, alongside Mizar tools and MML extensions.

GitHub

Mathematical AIOngoing

IntSeqBERT

Investigating integer-sequence prediction and mathematical pattern discovery.

GitHub

02 PREVIOUS RESEARCH

Previous research

MIZAR · DEVELOPMENT

Mizar VS Code extension

Development support for Mizar, including syntax highlighting, definition navigation, and verification commands.

VS Code extension

MIZAR · FORMALIZATION

MML extensions and formalization

Formalization of mathematical topics including inverse function theorems and higher-order partial differentiability.

Formalized Mathematics

HEALTHCARE · IoT

Healthcare sensing

Older-adult monitoring and heart-rate and respiration estimation using sensor signals.

INFRASTRUCTURE · SENSING

Disaster and infrastructure monitoring

Landslide and avalanche alerts, structural health monitoring, and infrared image analysis.

EDUCATION · VR

VR and MR physics learning materials

Interactive learning materials for projectile motion and gas laws.

ROBOTICS · VISION

Computer vision and assistive robotics

A robot-arm-based automatic cleaning system for existing cat litter boxes.

03 EDUCATION & SEMINARS

Students & seminars

Students supervised in 2026
7 students

Third-year undergraduates: 6 · Fourth-year: 1 · Graduate students: 0

Third-year seminar

Hands-on fundamentals of machine learning and web application development, together with reading papers and discussions.

Fourth-year and graduate seminars

Research planning, design, implementation, experiments, evaluation, and progress presentations.

Shared seminar activities

Reading papers, discussing research progress, and developing ideas for solving social challenges.

04 CONTACT

Contact

For inquiries about our research and collaboration, please contact the laboratory.

LABORATORY
Nakasho Laboratory
Faculty of Software and Information Science, Iwate Prefectural University
LOCATION
152-52 Sugo, Takizawa, Iwate 020-0693, Japan
E-MAIL
nakasho_k [at] iwate-pu.ac.jp
RESEARCHER
Kazuhisa Nakasho (Associate Professor) · Personal website · researchmap · University researcher profile · Google Scholar · DBLP
OFFICIAL INFORMATION
Faculty of Software and Information Science · Iwate Prefectural University