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GSOC 2025 PROJECT

Enhancing the Systems Biology Simulation Core Library (SBSCL) with a Solver-Agnostic Framework...

Contributor
Michael-Gaas
Mentors
Matthias König, Prof. Dr. Andreas Dräger
Organization
National Resource for Network Biology (NRNB)Science and medicine
Program
GSoC 2025In progress · Beginner difficulty

About this project

Description from the program archive

This project addresses the current incompatibility of the Systems Biology Simulation Core Library (SBSCL) with modern computing architectures, specifically ARM-based processors. It restores its functionality on these newer hardware platforms. By creating a flexible, solver-agnostic abstraction layer, SBSCL will integrate a variety of linear optimization solvers, including both open-source (GLPK, CBC, SCIP) and commercial (CPLEX, Gurobi) options. The project also explores extending functionality with advanced constraint-based analysis methods, such as Flux Variability Analysis (FVA), further enhancing SBSCL’s analytical capabilities. Comprehensive validation, clear documentation, and example workflows will ensure easy use and broad adoption. Ultimately, these improvements will substantially enhance SBSCL’s usability, reproducibility, and overall user experience. As a result, researchers will spend less time on technical workarounds and more time focusing on biological questions.

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  1. SBOL2 SBOL3 Convertor Utility

    __Harsh_Sharma__Mentored by jakebeal, Gonza10V

  2. Developing a Highly Efficient Numerical ODE Solver in the Systems Biology Simulation Core Library

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  3. CySBML Reloaded: Smarter, Simpler, Automated

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  4. Enhancing SBOannotator with LLM Integration & Dynamic Term Retrieval

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  5. VCell-AI: AI Analysis & Querying Platform

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Data: Google Summer of Code public archive. This project in the official archive