Respectful Modeling: Addressing Uncertainty in Dynamic System Models for Molecular Biology.

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 Biotechnol

journal_title

Trends in biotechnology

authors

Tsigkinopoulou A,Baker SM,Breitling R

doi

10.1016/j.tibtech.2016.12.008

subject

Has Abstract

pub_date

2017-06-01 00:00:00

pages

518-529

issue

6

eissn

0167-7799

issn

1879-3096

pii

S0167-7799(16)30231-1

journal_volume

35

pub_type

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