Christopher J. Langmead
Orcid: 0000-0001-7521-6736Affiliations:
- Carnegie Mellon University, Pittsburgh, USA
According to our database1,
Christopher J. Langmead
authored at least 44 papers
between 1995 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2023
2022
2021
Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment.
CoRR, 2021
Harvestman: a framework for hierarchical feature learning and selection from whole genome sequencing data.
BMC Bioinform., 2021
Bioinform., 2021
Bayesian optimization with evolutionary and structure-based regularization for directed protein evolution.
Algorithms Mol. Biol., 2021
2020
Proceedings of the 20th International Workshop on Algorithms in Bioinformatics, 2020
2015
Automated parameter estimation for biological models using Bayesian statistical model checking.
BMC Bioinform., December, 2015
Learning Sequence Determinants of Protein: Protein Interaction Specificity with Sparse Graphical Models.
J. Comput. Biol., 2015
2014
Parameter discovery in stochastic biological models using simulated annealing and statistical model checking.
Int. J. Bioinform. Res. Appl., 2014
Discovering rare behaviours in stochastic differential equations using decision procedures: applications to a minimal cell cycle model.
Int. J. Bioinform. Res. Appl., 2014
Parameter discovery for stochastic computational models in systems biology using Bayesian model checking.
Proceedings of the IEEE 4th International Conference on Computational Advances in Bio and Medical Sciences, 2014
2012
Synthesis of insulin pump controllers from safety specifications using Bayesian model validation.
Int. J. Bioinform. Res. Appl., 2012
Exploring behaviors of stochastic differential equation models of biological systems using change of measures.
BMC Bioinform., 2012
Parameter discovery for stochastic biological models against temporal behavioral specifications using an SPRT based Metric for simulated annealing.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012
Decision procedure based discovery of rare behaviors in Stochastic Differential Equation models of biological systems.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012
2011
Synthesis and infeasibility analysis for stochastic models of biochemical systems using statistical model checking and abstraction refinement.
Theor. Comput. Sci., 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011
When to stop verification?: Statistical trade-off between expected loss and simulation cost.
Proceedings of the Design, Automation and Test in Europe, 2011
2010
An Online Approach for Mining Collective Behaviors from Molecular Dynamics Simulations.
J. Comput. Biol., 2010
J. Comput. Biol., 2010
Analogies between structural and systems biology and systems-of-systems engineering in dynamic environments.
Proceedings of the 5th International Conference on System of Systems Engineering, 2010
2009
J. Bioinform. Comput. Biol., 2009
Proceedings of the Research in Computational Molecular Biology, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the Computational Methods in Systems Biology, 7th International Conference, 2009
2008
Free Energy Estimates of All-Atom Protein Structures Using Generalized Belief Propagation.
J. Comput. Biol., 2008
Statistical Model Checking in BioLab: Applications to the Automated Analysis of T-Cell Receptor Signaling Pathway.
Proceedings of the Computational Methods in Systems Biology, 6th International Conference, 2008
2007
Proceedings of the Algorithms in Bioinformatics, 7th International Workshop, 2007
2006
A Randomized Algorithm for Learning Mahalanobis Metrics: Application to Classification and Regression of Biological Data.
Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006
Structure-Based Chemical Shift Prediction Using Random Forests Non-Linear Regression.
Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006
2005
A Probability-Based Similarity Measure for Saupe Alignment Tensors with Applications to Residual Dipolar Couplings in NMR Structural Biology.
Int. J. Robotics Res., 2005
2004
A Polynomial-Time Nuclear Vector Replacement Algorithm for Automated NMR Resonance Assignments.
J. Comput. Biol., 2004
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004
Large-Scale Testing of Chemical Shift Prediction Algorithms and Improved Machine Learning-Based Approaches to Shift Prediction.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004
2003
J. Comput. Biol., 2003
Large a polynomial-time nuclear vector replacement algorithm for automated NMR resonance assignments.
Proceedings of the Sventh Annual International Conference on Computational Biology, 2003
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003
2002
A Maximum Entropy Algorithm for Rhythmic Analysis of Genome-Wide Expression Patterns.
Proceedings of the 1st IEEE Computer Society Bioinformatics Conference, 2002
2001
Proceedings of the Fifth Annual International Conference on Computational Biology, 2001
1995
Proceedings of the 1995 International Computer Music Conference, 1995