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災害数理研究室
Showing the original Japanese · View translation
数値解析と機械学習で、災害の被害を事前に予測する研究室。

AboutAbout the lab
数理という学問の刃で、災害に立ち向かう。
災害数理研究室は、
自然
粒子法と
仮想
Key terms
- 粒子法
- 水や
地盤、 固体を 粒子の 集合と して 扱い、 大きな 変形や 流動を 表す数値解析の 手法 - PINN
- 物理の
知識を 取り入れた 機械学習。 Physics-Informed Neural Networkの 略 - 高性能計算
- 大規模で
複雑な シミュレーションを 短時間で 実行できるように する 計算技術。 HPCとも 呼ぶ - フォトグラメトリー
- 写真だけから
3次元の 立体像を 再構築する 機械学習技術
NewsLab news
博士課程の
学生が、 JSCES夏季学生講演会で 学生主導セッション優秀講演賞などを 受賞 博士課程の
学生が、 第31回計算工学講演会で グラフィックアワー ド動画賞などを 受賞 修士課程の
学生が、 APCOM-ACCM 2025 で Student Presentation Awards を 受賞 学生が、
令和7年度土木学会西部支部研究発表会で 講演優秀賞を 受賞 研究員と
卒業生の 論文が、 Computer Methods in Applied Mechanics and Engineering に 掲載
ResearchResearch themes
災害が
*Illustrative image粒子法による災害シミュレーション
津波や
*Illustrative image物理を取り入れた機械学習
災害予測の
*Illustrative imageスパコン・GPUによる高性能計算
大規模で
*Illustrative imageVRで災害を事前に体験する
都市全体の
MembersFaculty
災害数理研究室の
- Professor浅井 光輝
- Project Assistant Professor凌 国明
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沿岸海洋工学研究室工学部 土木工学科沿岸域はThe information on this page is compiled by the LabLog team from the lab's public information and interviews. For corrections or removal requests, please contact LabLog, not the lab.
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: “Tsunami simulations Ofunato City” Ōfunato City, Prefecture Iwate, Japan / CC BY 3.0 igo (cropped)
- 粒子法に
よる 災害シミュレーション: “August 2007, disaster simulation in central Kyoto 2” Syced / CC0 (cropped) - 物理を
取り入れた 機械学習: “Multilayer Neural Network” John Salatas / CC BY-SA 3.0 (cropped) - スパコン・GPUに
よる 高性能計算: “Columbia Supercomputer - NASA Advanced Supercomputing Facility” Trower, NASA / Public domain (cropped) - VRで
災害を 事前に 体験する : “Virtual reality headset” FloppaIngénieur / CC BY 4.0 (cropped) - Related lab (防災地盤工学研究室): “Road failure from slope instability in Shasta-Trinity National Forest” Shopstone / CC0 (cropped)
- Related lab (構造解析学研究室): “Static Structural Analysis of a Gripper Arm” SimScale GmbH / CC BY-SA 4.0 (cropped)
- Related lab (地震工学研究室): “View of the Five-storied Pagoda from the Lotus Pond, Tō-ji Temple, Kyoto” Jakub Hałun / CC BY 4.0 (cropped)
- Related lab (沿岸海洋工学研究室): “Seawall-large(USGS)” USGS / Public domain (cropped)
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