環境設計情報学領域 福田研究室

Environmental Design and Information Technology Laboratory (Fukuda Laboratory)

Society 5.0、すなわち「超スマート社会」の実現を目指し、人間・人工物・自然といった要素の関係性を総合的に設計する環境デザインの方法論を構築しています。また、AIをはじめとする情報通信技術(ICT)の高度な活用によって、環境デザインシステムの開発を進めるとともに、総合工学的視点から環境情報学の研究と教育にも取り組んでいます。
Aiming to realize Society 5.0—an ultra-smart society—we are developing methodologies for environmental design that comprehensively integrate the relationships among humans, artifacts, and nature. In parallel, we pursue the advancement of environmental design systems through the sophisticated use of information and communication technologies (ICT), including AI, and engage in research and education in environmental informatics from a comprehensive engineering perspective.

「見えない建物被害」も見抜く!? 水害後建物被害評価AIの新たなベンチマークを開発|A novel AI-powered flood damage assessment

International Journal of Disaster Risk Reduction(Elsevier, Highest percentile (Scopus): 95)に掲載された論文が大阪大学より日本国内外でプレスリリースされました。大阪大学のReSOU(Research at UOsaka)にも掲載されています。

日本語:
https://resou.osaka-u.ac.jp/ja/research/2025/20250729_1

Yu, J., Fukuda, T., Yabuki, N. (2025). Benchmarking attention mechanisms and consistency regularization semi-supervised learning for post-flood building damage assessment, International Journal of Disaster Risk Reduction, 128, 105664. https://doi.org/10.1016/j.ijdrr.2025.105664
ご笑覧頂ければ幸いです。


The article published in International Journal of Disaster Risk Reduction (Elsevier, Highest percentile (Scopus): 95) has been released by The University of Osaka in a press release in Japan and abroad. The content is also posted on The University of Osaka’s ReSOU (Research at UOsaka).

English:
https://resou.osaka-u.ac.jp/en/research/2025/20250729_1

Yu, J., Fukuda, T., Yabuki, N. (2025). Benchmarking attention mechanisms and consistency regularization semi-supervised learning for post-flood building damage assessment, International Journal of Disaster Risk Reduction, 128, 105664. https://doi.org/10.1016/j.ijdrr.2025.105664

EurekAlert!
https://www.eurekalert.org/news-releases/1092311

AlphaGalileo
https://www.alphagalileo.org/en-gb/Item-Display/ItemId/261342

Asia Research News
https://www.asiaresearchnews.com/content/novel-ai-powered-flood-damage-assessment

We hope you will enjoy the report.