Reproducibility in systems biology modelling
Krishna Kumar Tiwari, Sarubini Kananathan, Matthew Roberts, Johannes P Meyer, Mohammad Umer Sharif Shohan, Ashley Xavier, Matthieu Maire, Ahmad Zyoud, Jinghao Men, Szeyi Ng, Tung V. N. Nguyen, Mihai Glont, Henning Hermjakob, Rahuman S. Malik‐Sheriff
Abstract
Reproducibility of scientific results is a key element of science and credibility. The lack of reproducibility across many scientific fields has emerged as an important concern. In this piece, we assess mathematical model reproducibility and propose a scorecard for improving reproducibility in this field.
Topics & Concepts
BiologySystems biologyComputational biologyGene Regulatory Network AnalysisBioinformatics and Genomic NetworksScientific Computing and Data Management