Barnes, Chris P.

Origins and functional impact of copy number variation in the human genome

The Wellcome Trust Case Control Consortium, Conrad, D. F., Pinto, D., Redon, R., Feuk, L., Gokcumen, O., Zhang, Y., Aerts, J., Andrews, T. D., Barnes, C., et al. (2010) · Nature

Genomic variations and chromosomal abnormalitiesGenome Rearrangement Algorithms

Cited by 1,970

A framework for parameter estimation and model selection from experimental data in systems biology using approximate Bayesian computation

Liepe, J., Kirk, P., Filippi, S., Toni, T., Barnes, C. P., & Stumpf, M. P. H. (2014) · Nature Protocols

Markov Chains and Monte Carlo MethodsGene Regulatory Network Analysis

Cited by 217

ABC-SysBio approximate Bayesian computation in Python with GPU support

Liepe, J., Barnes, C., Cule, E., Erguler, K., Kirk, P., Toni, T., & Stumpf, M. P. H. (2010) · Bioinformatics

Markov Chains and Monte Carlo MethodsGene Regulatory Network Analysis

Cited by 136

Bayesian design of synthetic biological systems

Barnes, C. P., Silk, D., Sheng, X., & Stumpf, M. P. H. (2011) · Proceedings of the National Academy of Sciences

Gene Regulatory Network AnalysisMicrobial Metabolic Engineering and Bioproduction

Cited by 90

Deterministic evolution and stringent selection during preneoplasia

Karlsson, K., Przybilla, M. J., Kotler, E., Khan, A., Xu, H., Karagyozova, K., Sockell, A., Wong, W. H., Liu, K., Mah, A., et al. (2023) · Nature

Cancer Genomics and DiagnosticsEvolution and Genetic Dynamics

Cited by 83

Designing attractive models via automated identification of chaotic and oscillatory dynamical regimes

Silk, D., Kirk, P. D. W., Barnes, C. P., Toni, T., Rose, A., Moon, S., Dallman, M. J., & Stumpf, M. P. H. (2011) · Nature Communications

Chaos control and synchronizationMathematical Dynamics and Fractals

Cited by 76

Considerate approaches to constructing summary statistics for ABC model selection

Barnes, C. P., Filippi, S., Stumpf, M. P. H., & Thorne, T. (2012) · Statistics and Computing

Markov Chains and Monte Carlo MethodsStatistical Methods and Bayesian Inference

Cited by 61

Calibrating spatio-temporal models of leukocyte dynamics against in vivo live-imaging data using approximate Bayesian computation

Liepe, J., Taylor, H., Barnes, C. P., Huvet, M., Bugeon, L., Thorne, T., Lamb, J. R., Dallman, M. J., & Stumpf, M. P. H. (2012) · Integrative Biology

Zebrafish Biomedical Research ApplicationsMarkov Chains and Monte Carlo Methods

Cited by 33