Publications
Cyber-Physical :: Computational Biology
Biological Systems
- Journals
- C Lo and R Marculescu, PGLasso: Microbial Community Detection through Phylogenetic Graphical Lasso, 2018 P. Bogdan, B. M. Deasy, B. Gharaibeh, T. Roehrs and R. Marculescu, Heterogeneous Structure of Stem Cells Dynamics: Statistical Models and Quantitative Predictions, Scientific Reports, 2014
- G. Wei and R. Marculescu, Miniature Devices in the Wild: Modeling Molecular Communication in Complex Extracellular Spaces, IEEE Journal on Selected Areas in Communications - Molecular, Biological, and Multi-Scale Communications Series, 2014
- J. Zhuang, G. Wei, R. Wright Carlsen, M. R. Edwards, R. Marculescu, P. Bogdan, M. Sitti, Analytical modeling and experimental characterization of chemotaxis in Serratia marcescens, Physical Review E 89.5 (2014)
-
G. Wei, P. Bogdan, and R. Marculescu, 'Bumpy Rides: Modeling the Dynamics of Chemotactic Interacting Bacteria,' IEEE Journal on Selected Areas in Communications - 2013 Special Issue on Emerging Technologies in Communications, 2013.
-
G. Wei, P. Bogdan, and R. Marculescu, 'Efficient Modeling and Simulation of Bacteria-based Nanonetworks with BNSim,' IEEE Journal on Selected Areas in Communications - 2013 Special Issue on Emerging Technologies in Communications, 2013.
-
P. Bogdan, S. Jain, K. Goyal, R. Marculescu, "Pacemaker control of heart rate variability: A cyber physical system perspective." ACM Transactions on Embedded Computing Systems (TECS) 12.1s (2013): 50.
- Conference Papers
- C Lo and R Marculescu, MetaNN: Accurate Classification of Host Phenotypes From Metagenomic Data Using Neural Networks, in Proceedings of the International Conference on Bioinformatics, Computational Biology, and Health Informatics, ACM, 2018
- G Wei, C Walsh, I Cazan, R Marculescu, Molecular tweeting: unveiling the social network behind heterogeneous bacteria populations, in Proceedings of the 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics, Atlanta, USA, Sept 2015.
- C Lo, G Wei, R Marculescu, Towards Autonomous Control of Molecular Communication in Populations of Bacteria, in Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication, Boston, USA, Sept 2015.
- G. Wei and R. Marculescu, Don't Let History Repeat Itself: Optimal Multidrug Quorum Quenching of Pathogens Network, in Proc. of the 1nd ACM International Conference on Nanoscale Computing and Communication, Atlanta, Georgia, USA, May 13-14, 2014.
-
P. Bogdan, G. Wei and R. Marculescu, Modeling Populations of Micro-robots for Medical Applications, in Proceedings of the 2nd IEEE International Workshop on Molecular and Nanoscale Communications (IEEE MoNaCom 2012),Ottawa, Canada, June, 2012
-
P. Bogdan, S. Jain, K. Goyal, R. Marculescu. "Implantable Pacemakers Control and Optimization via Fractional Calculus Approaches: A Cyber-Physical Systems Perspective."Proceedings of the 2012 IEEE/ACM Third International Conference on Cyber-Physical Systems. IEEE Computer Society, 2012
Copyright 2018 SLD Group @ CMU