首页/数据集/Towards physics-based deep learning in OpenFOAM: Combining OpenFOAM with the ...

Towards physics-based deep learning in OpenFOAM: Combining OpenFOAM with the ...

B2FIND2026-04-28 收录

物理信息深度学习

流体动力学仿真

数据链接：

https://b2find.eudat.eu/dataset/830cec3c-dd55-5668-93b6-d72fac651a29 数据链接链接失效反馈

官方服务：

资源简介：

Slides from the Training "Towards physics-based deep learning in OpenFOAM: Combining OpenFOAM with the PyTorch C++ API" given at the 17th OpenFOAM Workshop

应用场景：

相关数据集

小型化油箱迷宫流道设计与优化数据集

流体动力学仿真

流道设计优化

本数据主要面向项目任务书中课题三研究内容 “复杂壁面约束下多相流动特性及污染物集聚规律”的迷宫型流道设计准则，其中数据来源于ANSYS Fluent软件小型化液压油箱迷宫流道流场多组仿真结果。将此数据通过Python编程等方式应用于迷宫流道结构参数的优化。数据集大小为1M。

国家基础学科公共科学数据中心90

Numerically-generated interfaces of Newtonian jets in CIJ regime

流体动力学仿真

连续喷墨打印优化

The so-called Rayleigh-Plateau instability of fluid jets has been widely studied and is extensively used in the Continuous InkJet (CIJ) printing process. The present dataset contains the numerically g

NIAID Data Ecosystem50

Six working conditions employed in this CFD study.

流体动力学仿真

工程分析

Six working conditions employed in this CFD study.

Figshare2025-08-08 更新30

Flow preoperational test and simulation analysis of the core makeup water tank dataset

反应堆冷却系统

流体动力学仿真

By conducting flow path tests on the core makeup tank (CMT) outlet piping, the flow resistance from the CMT to the direct vessel injection (DVI) piping of the reactor vessel (RV) was measured. Orifice

科学数据银行2025-12-26 更新60

Supplementary Media for: Edge Effects on the Pressure Drop Through Triply Periodic Minimal Surface Heat Exchangers

流体动力学仿真

热交换器结构优化

This dataset contains supplementary visual media for the manuscript "Edge Effects on the Pressure Drop Through Triply Periodic Minimal Surface Heat Exchangers." It provides computational fluid dynamic

DataCite Commons2026-04-27 更新30