Peter C. St. John

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 8

Top Topics

Protein Structure

Confidence Intervals

Bayesian Inference

Top Venues

PLoS Comput. Biol.

Mach. Learn. Sci. Technol.

Nat. Mach. Intell.

Publications

Patrick Emami, Aidan Perreault, Jeffrey N. Law, David Biagioni, Peter C. St. John
Plug & play directed evolution of proteins with gradient-based discrete MCMC. Mach. Learn. Sci. Technol. 4 (2) (2023)
David Biagioni, Charles Edison Tripp, Struan Clark, Dmitry Duplyakin, Jeffrey N. Law, Peter C. St. John
graphenv: a Python library for reinforcement learning on graph search spaces. J. Open Source Softw. 7 (78) (2022)
Shree Sowndarya S. V., Jeffrey N. Law, Charles Edison Tripp, Dmitry Duplyakin, Erotokritos Skordilis, David Biagioni, Robert S. Paton, Peter C. St. John
Multi-objective goal-directed optimization of de novo stable organic radicals for aqueous redox flow batteries. Nat. Mach. Intell. 4 (8) (2022)
Patrick Emami, Aidan Perreault, Jeffrey N. Law, David Biagioni, Peter C. St. John
Plug & Play Directed Evolution of Proteins with Gradient-based Discrete MCMC. CoRR (2022)
Shubham Pandey, Jiaxing Qu, Vladan Stevanovic, Peter C. St. John, Prashun Gorai
Predicting energy and stability of known and hypothetical crystals using graph neural network. Patterns 2 (11) (2021)
Peter C. St. John, Jonathan Strutz, Linda J. Broadbelt, Keith E. J. Tyo, Yannick J. Bomble
Bayesian inference of metabolic kinetics from genome-scale multiomics data. PLoS Comput. Biol. 15 (11) (2019)
Peter C. St. John, Caleb Phillips, Travis W. Kemper, A. Nolan Wilson, Michael F. Crowley, Mark R. Nimlos, Ross E. Larsen
Message-passing neural networks for high-throughput polymer screening. CoRR (2018)
Peter C. St. John, Francis J. Doyle III
Quantifying Stochastic Noise in Cultured Circadian Reporter Cells. PLoS Comput. Biol. 11 (11) (2015)
Peter C. St. John, Francis J. Doyle
Estimating confidence intervals in predicted responses for oscillatory biological models. BMC Syst. Biol. 7 (2013)