Topological sensitivity analysis for systems biology

By Ann C. Babtie, Paul D. W. Kirk, M. P. Stumpf. 2014

100 citations recorded by the source corpus.

Subfields: Molecular Biology

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In Molecular Biology

1. Stefan Bauer
2. Niels Richard Hansen
3. Andreas Krause
4. Joachim M. Buhmann
5. Frederik Vissing Mikkelsen
6. Jan Peters
7. Niklas Pfister
8. Ulrike von Luxburg

Citations in the corpus

• Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs (2018, methodology): “, by Babtie et al. (2014). In what follows, we derive an alternative model and mathematical justification for Equation (8) to provide a theoretical framework explaining the good empirical performance of Gaussian process-based gradient matching approaches, especially from Gorbach et al. (2017a), whic”
• Learning Large Scale Ordinary Differential Equation Systems (2017, methodology): “EGM used the Gaussian process smoother described in Babtie et al. (2014), IM used a linear interpolation smoother and AIM used both smoothers.”