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BRE:IN - A Backend for Reasoning About Interaction Networks with Temporal Logic

机译:BRE:IN-具有时间逻辑的交互网络推理的后端

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We present the BRE:IN tool, a Backend for Reasoning about Interaction Networks. Our tool supports the framework and methodology originally introduced by the RE:IN tool, where an Abstract Boolean Network (ABN) specifies partial information about the network topology, and experimental observations are used to constrain the ABN, allowing to synthesize consistent models, or prove that no consistent model exists. RE:IN has been used successfully to derive mechanistic models of biological systems allowing to gain new insights into cellular decision-making and to make predictions that were validated experimentally. BRE:IN implements translations of experimental observations to temporal logic and captures the semantics of ABNs as transition systems, enabling to use off-the-shelf model checking algorithms. We make our tool and benchmarks publicly available and demonstrate the utility of the tool, providing speed-up gains for some benchmarks, while also enabling extensions of the experimental observations specification language currently supported in RE:IN by using the rich expressive power of temporal logic.
机译:我们介绍了BRE:IN工具,这是一个用于交互网络推理的后端。我们的工具支持RE:IN工具最初引入的框架和方法,其中抽象布尔网络(ABN)指定有关网络拓扑的部分信息,并且实验观察结果用于约束ABN,从而可以合成一致的模型或证明没有一致的模型存在。 RE:IN已成功用于推导生物系统的机械模型,从而获得对细胞决策的新见解并做出经过实验验证的预测。 BRE:IN将实验观察结果转换为时间逻辑,并捕获ABN作为过渡系统的语义,从而可以使用现成的模型检查算法。我们公开提供了工具和基准,并演示了该工具的实用性,为某些基准提供了加速收益,同时还通过使用时态逻辑的丰富表达能力,扩展了RE:IN当前支持的实验观察规范语言。

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