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宮本研究室
Showing the original Japanese · View translation
機械学習で地震の被害をつかみ、豪雨を予測する、防災工学の研究室。
AboutAbout the lab
人工知能で、災害の被害をすばやく知る。
宮本研究室は、
大地震の
豪雨に
構造物の
Key terms
- 深層学習
- 層を
いくつも 重ねた ニューラルネットワークで、 大量の データから 特徴を つかむ機械学習の 方法 - 設計地
震動 - 構造物の
安全性を 確かめる ために、 その 場所で 想定される 揺れを 代表させて 決めた 仮想の 地震動 - 有限要素法
- 地盤や
構造物を 細かな 要素に 分け、 変形や 揺れを コンピュータで 計算する 方法
ResearchResearch themes
データ
*Illustrative image衛星画像からの地震被害検知
大地震の
*Illustrative imageデータから短期の降雨予測
豪雨災害が
*Illustrative image代表的な設計地震動の設定
社会基盤構造物の
*Illustrative image甲府盆地の地盤震動解析
どの
MembersFaculty
宮本研究室の
- Associate Professor宮本 崇Publications ↗
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Tokyo L7 lrg” Image courtesy Ron Beck, USGS Eros Data Center Satellite Systems Branch / Public domain (cropped)
- 衛星画像からの
地震被害検知: “US Navy 110322-N-SB672-673 An aerial view of Baba Utatsu Minamisanriku, Motoyoshi, Japan, 11 days after a 9.0 magnitude earthquake and subsequent tsunami” U.S. Navy photo by Mass Communication Specialist 3rd Class Dylan McCord / Public domain (cropped) - データから
短期の 降雨予測: “Typhoon Ampil Brushes Japan (CIRA )” Himawari imagery: CSU/CIRA & JMA/JAXA / Public domain (cropped) - 代表的な
設計地 震動の 設定: “A seismogram of 2011 Tōhoku earthquake and tsunami” Z22 / CC BY-SA 3.0 (cropped) - 甲府盆地の
地盤 震動解析: “Kofu-Basin from Mt.Daibosatsurei 02” Σ64 / CC BY-SA 3.0 (cropped) - Related lab (高橋研究室): “Full breach at levee L-575 near Hamburg” US Army Corps of Engineers from USA / CC BY 2.0 (cropped)
- Related lab (松﨑研究室): “022srUSGSCyprusVia” H.G. Wilshire, U.S. Geological Survey / Public domain (cropped)
- Related lab (小口研究室): “Ffionphort cracked granite boulder” 作者不詳 / Public domain (cropped)
- Related lab (盛川研究室): “Đorđićeva Street damaged building in 2021” Milan Kušnjačić / CC0 (cropped)
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