Code repository of physical object oriented modeling (POOM) paper

Description

POOM is a CFD application framework addressing the solver-centric limitations of traditional workflows (pipeline structure, high threshold, heavy manual work). It repositions discrete physical entities (e.g., furniture, air conditioners) as primary setup units, preserving problem integrity while reducing manual intervention. To demonstrate this framework, we implemented a prototype for room-scale indoor airflow simulation with diverse furniture layouts using Python and OpenFOAM. In addition, we constructed an MCP service based on the POOM framework to enable conversational intelligent simulation powered by LLMs. A front-end and back-end separated interactive web interface was developed to achieve cross-device compatibility, decoupling computational logic from design operations. By adopting the aforementioned workflow, MCP services, web-based interaction and other components, the entire project fully demonstrates the software independence and intuitive operability of the POOM framework. It lays a solid foundation and provides pioneering practical references for threshold-free air-flow simulation applicable to diverse indoor layouts. Please refer to the paper for academic details. This project demonstrates one implementation approach; it does not elaborate on the design rationale behind the code organization.

Steps to reproduce

Detailed software operation instructions are provided in the README file under the root directory of the code repository.

Institutions

• Tongji University

  Shanghai, Shanghai

Categories

Funders

• Science and Technology Commission of Shanghai Municipality

  Shanghai Municipal People's Government

  Shanghai

  Grant ID: No. 23DZ2290100

Licence