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Observations on the Responsible Development and Use of Computational Models and Simulations

机译:关于负责任地开发和使用计算模型和仿真的观察

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摘要

Most previous works on responsible conduct of research have focused on good practices in laboratory experiments. Because computation now rivals experimentation as a mode of scientific research, we sought to identify the responsibilities of researchers who develop or use computational modeling and simulation. We interviewed nineteen experts to collect examples of ethical issues from their experiences in conducting research with computational models. We gathered their recommendations for guidelines for computational research. Informed by these interviews, we describe the respective professional responsibilities of developers and users of computational models in research. In particular, we examine whether developers should disclose the full computational codes, and we explain how developers and users should minimize harms from improper uses of models.
机译:以前有关负责任的研究行为的大多数工作都集中在实验室实验的良好实践上。由于计算现在作为一种科学研究模式可以与实验相抗衡,因此我们试图确定开发或使用计算建模和仿真的研究人员的责任。我们采访了19位专家,以他们在使用计算模型进行研究时的经验收集道德问题的实例。我们收集了他们对计算研究指南的建议。通过这些访谈,我们描述了研究中计算模型的开发人员和用户的各自专业职责。特别是,我们研究了开发人员是否应披露完整的计算代码,并解释了开发人员和用户应如何最大程度地减少因模型使用不当造成的损害。

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