Easy to Use

Lets you focus on your model deducing and experimental datas, we'll do the computing:

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.

Powerful and Flexible

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.

Open-Minded

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.
Models, datasets and calculation results can be published in public version to share the research findings to the entire research community.
SIMPO provides OER to all researchers and students. This endeavor aligns with the United Nations' Sustainable Development Goal 4: Quality Education.

Trackable

Not way to cheat:

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.

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 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 AGI Support :active, c40a, after c40, 30d Estimaiton Plotting :c4a01, after c40a, 30d Uncertainty Plotting :c4a02, after c40a, 30d BioModel Composition :c4a, after c4a02, 30d Steady State :c4b, after c4a, 30d PlugFlow Reactor :c4c, after c4b, 60d BioFilm Reactor :c4d, after c4c, 90d Sewer Reactor :c4e, after c4d, 90d Enhanced Function Stable :milestone, mc2, after c4e, 0d Real-Time Support :c5a, after c4e, 300d Standard Repositories :crit, c5, after c4e, 300d AI Algorithm :crit, c6, after c4e, 360d Mechanism + Blackbox Model :crit, milestone, mc3, after c6, 0d CFD Algorithm :c7, after c6, 300d 3D Digital Twin :c8, after c6, 300d GPU capacity :c9, after c6, 300d Discussion Board :c10, after c6, 300d