Abstract:
:Although there is still some skepticism in the biological community regarding the value and significance of quantitative computational modeling, important steps are continually being taken to enhance its accessibility and predictive power. We view these developments as essential components of an emerging 'respectful modeling' framework which has two key aims: (i) respecting the models themselves and facilitating the reproduction and update of modeling results by other scientists, and (ii) respecting the predictions of the models and rigorously quantifying the confidence associated with the modeling results. This respectful attitude will guide the design of higher-quality models and facilitate the use of models in modern applications such as engineering and manipulating microbial metabolism by synthetic biology.
journal_name
Trends Biotechnoljournal_title
Trends in biotechnologyauthors
Tsigkinopoulou A,Baker SM,Breitling Rdoi
10.1016/j.tibtech.2016.12.008subject
Has Abstractpub_date
2017-06-01 00:00:00pages
518-529issue
6eissn
0167-7799issn
1879-3096pii
S0167-7799(16)30231-1journal_volume
35pub_type
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journal_title:Trends in biotechnology
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journal_title:Trends in biotechnology
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journal_title:Trends in biotechnology
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journal_title:Trends in biotechnology
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