Sethna, James P.

Universally Sloppy Parameter Sensitivities in Systems Biology Models

Gutenkunst, R. N., Waterfall, J. J., Casey, F. P., Brown, K. S., Myers, C. R., & Sethna, J. P. (2007) · PLoS Computational Biology

Gene Regulatory Network AnalysisControl Systems and Identification

Cited by 1,261

Statistical mechanical approaches to models with many poorly known parameters.

Brown, K. S., & Sethna, J. P. (2003) · Physical Review E

Gene Regulatory Network AnalysisControl Systems and Identification

Cited by 398

The statistical mechanics of complex signaling networks: Nerve growth factor signaling.

Brown, K. S., Hill, C. C., Calero, G. A., Myers, C. R., Lee, K. H., Sethna, J. P., & Cerione, R. A. (2004) · Physical Biology

Gene Regulatory Network AnalysisBioinformatics and Genomic Networks

Cited by 265

Bayesian Error Estimation in Density-Functional Theory

Mortensen, J. J., Kaasbjerg, K., Frederiksen, S. L., Nørskov, J. K., Sethna, J. P., & Jacobsen, K. W. (2005) · Physical Review Letters

Advanced Chemical Physics StudiesMachine Learning in Materials Science

Cited by 208

Sloppiness, robustness, and evolvability in systems biology

Daniels, B. C., Chen, Y.-J., Sethna, J. P., Gutenkunst, R. N., & Myers, C. R. (2008) · Current Opinion in Biotechnology

Gene Regulatory Network AnalysisEvolution and Genetic Dynamics

Cited by 192

Sloppy-model universality class and the Vandermonde matrix.

Waterfall, J. J., Casey, F. P., Gutenkunst, R. N., Brown, K. S., Myers, C. R., Brouwer, P. W., Elser, V., & Sethna, J. P. (2006) · Physical Review Letters

Random Matrices and ApplicationsTheoretical and Computational Physics

Cited by 164

Bayesian ensemble approach to error estimation of interatomic potentials.

Frederiksen, S. L., Jacobsen, K. W., Brown, K. S., & Sethna, J. P. (2004) · Physical Review Letters

Machine Learning in Materials ScienceFusion materials and technologies

Cited by 143

Block copolymer self-assembly-directed synthesis of mesoporous gyroidal superconductors

Robbins, S. W., Beaucage, P. A., Sai, H., Tan, K. W., Werner, J. G., Sethna, J. P., DiSalvo, F. J., Gruner, S. M., Van Dover, R. B., & Wiesner, U. (2016) · Science Advances

Block Copolymer Self-AssemblyMesoporous Materials and Catalysis

Cited by 127

Optimal experimental design in an epidermal growth factor receptor signalling and down-regulation model

Casey, F. P., Baird, D., Feng, Q., Gutenkunst, R. N., Waterfall, J. J., Myers, C. R., Brown, K. S., Cerione, R. A., & Sethna, J. P. (2007) · IET Systems Biology

Optimal Experimental Design MethodsGene Regulatory Network Analysis

Cited by 77

You can run, you can hide: The epidemiology and statistical mechanics of zombies

Alemi, A. A., Bierbaum, M., Myers, C. R., & Sethna, J. P. (2015) · Physical Review E

Mathematical and Theoretical Epidemiology and Ecology ModelsComplex Network Analysis Techniques

Cited by 40