易用

让您专注模型推导和实验数据，我们将处理计算过程：

Through the user-friendly front-end interface, model building can be done quickly without any programming.
The input of models and data can be accomplished through: 1) importing xlsx files, 2) copying public models/data, or 3) creating new ones directly.
SIMPO will automatically generate a process flow diagram and a series of graphs of the calculation results, users can export the result data for further processing.

强大且灵活

Provides various calculation engines and functions:

Calculation engines includes: simulation, sensitivity analysis, uncertainty analysis and parameter estimation.
Models and data can be combined in any way users see fit, so it's very easy to identify the optimal model for a given dataset and evaluate a model's robustness and generalizability.
Models and data can be released in multiple versions, making it easy to determine the optimal model structure and parameter.

开放

An open-minded platform that provides OER for everyone:

Everyone is encouraged to contribute code to co-create algorithms.
Works on Windows, Linux, and Mac, it can leverage the power of supercomputers, as their systems are usually Linux-based.
模型，数据和计算结果能发布成公开版本，从而将研究成果分享给整个研究社区。
SIMPO provides OER to all researchers and students. This endeavor aligns with the United Nations' Sustainable Development Goal 4: Quality Education.

可追随

避免作弊：

All results are calculated according to open-source code, there is no possibility of modifying the calculation results.
All model submissions can be calculated and published publicly, thereby precluding the possibility of algorithmic cheating.

欢迎共创

加入我们使用强大的AI工具来构建和增强 Paper Resource。您的贡献可以显著提升和扩展资源库，使其对整个社区更有价值。
感谢您的支持与合作，欢迎在以下地址进行 fork 和 pull：simpo-home

Roadmap

This is the raodmap of SIMPO. For more details please refer to: Changelog.

gantt dateFormat YYYY-MM-DD axisFormat %Y-%m tickInterval 6month todayMarker on title Developed Timeline excludes weekends section SIMPO Standardized Input Template :done, a1a, 2018-01-01, 2019-10-01 Simulation Engine :crit, done, a1b, 2018-02-01, 2020-10-01 Connected to Simpo Dash :done, a2, after a1b, 2022-10-01 Version Control :done, a12, 2022-08-01, 2023-05-01 section SIMPO Pro Sensitivity Engine :crit, done, b1a, 2018-01-01, 2019-01-01 Uncertainty Engine :crit, done, b1b, after b1a, 2020-01-01 Estimation Engine :crit, done, b1c, after b1b, 2021-01-01 Connected to Simpo Dash :done, b2, after b1c, 2022-12-01 pH Calculation :crit, active, b3, after c4a02, 30d SEC-UA :crit, b4, after b3, 30d 10 Layer Settling Reactor :crit, c4a03, after b4, 90d Enhanced Function Stable :crit, milestone, mc2, after c4a03, 0d Automatic Evaluation :crit, c4a04, after c4a03, 60d Standardized Repositories :c5Repositories, after c4a04, 30d Standardized Rate :crit, c5Rate, after c5Repositories, 30d Automatic Construct BioModel :crit, c5, after c5Rate, 30d GPU capacity :c9, after c5, 300d AI Algorithm :crit, c6, after c9, 300d Mechanism + Blackbox Model :crit, milestone, mc3, after c6, 0d PlugFlow Reactor :c4c, after c6, 60d BioFilm Reactor :c4d, after c4c, 90d Sewer Reactor :c4e, after c4d, 90d Real-Time Support :c5a, after c4e, 300d Steady State :c4StedayState, after c4e, 120d CFD Algorithm :c7, after c4StedayState, 300d section SIMPO Dash Web Frontend/Backend Core Function :crit, done, c1, 2018-10-01, 2023-01-01 Basic Function Stable :crit, milestone, mc1, after c1, 0d FlowChart :crit, done, c12, after c1, 90d Http to Https :done, c2, 2023-05-01, 2023-06-10 Estimaiton Engine :crit, done, c3, after c2, 2023-12-31 Uncertainty Engine :crit, done, c4, after c2, 2023-12-31 FlowChart Upgrade :done, c40, after c4, 2024-04-23 AI (Kimi) Support :done, c40kimi, after c40, 2024-06-23 BioModel Composition :done, c4aComposition, after c40kimi, 2024-12-18 Estimaiton Plotting :crit, done, c4a01, after c4aComposition, 2025-01-30 Uncertainty Plotting :crit, done, c4a02, after c4aComposition, 2025-01-30 3D Digital Twin :c8, after c7, 300d Discussion Board :c10, after c7, 300d