Tatjana Petrov

Orcid: 0000-0002-9041-0905

According to our database1, Tatjana Petrov authored at least 35 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Exploring Consensus Robustness in Swarms with Disruptive Individuals.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Rigorous Engineering of Collective Adaptive Systems, 2024

2023
Data-Driven Inference of Chemical Reaction Networks via Graph-Based Variational Autoencoders.
Proceedings of the Quantitative Evaluation of Systems - 20th International Conference, 2023

2022
Extracting individual characteristics from population data reveals a negative social effect during honeybee defence.
PLoS Comput. Biol., September, 2022

Understanding Social Feedback in Biological Collectives with Smoothed Model Checking.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Adaptation and Learning, 2022

2021
Long lived transients in gene regulation.
Theor. Comput. Sci., 2021

Automated deep abstractions for stochastic chemical reaction networks.
Inf. Comput., 2021

Exact and approximate role assignment for multi-layer networks.
J. Complex Networks, 2021

DiPS: A Tool for Data-Informed Parameter Synthesis for Markov Chains from Multiple-Property Specifications.
Proceedings of the Performance Engineering and Stochastic Modeling, 2021

Lumping Reductions for Multispread in Multi-Layer Networks.
Proceedings of the Complex Networks & Their Applications X - Volume 2, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2020
Preface.
Proceedings of SASB 2018, the Ninth International Workshop on Static Analysis and Systems Biology, Freiburg, Germany, 2020

Tropical Abstraction of Biochemical Reaction Networks with Guarantees.
Proceedings of SASB 2018, the Ninth International Workshop on Static Analysis and Systems Biology, Freiburg, Germany, 2020

StochNetV2: A Tool for Automated Deep Abstractions for Stochastic Reaction Networks.
Proceedings of the Quantitative Evaluation of Systems - 17th International Conference, 2020

Centrality-Preserving Exact Reductions of Multi-Layer Networks.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation: Engineering Principles, 2020

Accelerating Reactions at the DNA Can Slow Down Transient Gene Expression.
Proceedings of the Computational Methods in Systems Biology, 2020

2019
Data-Informed Parameter Synthesis for Population Markov Chains.
Proceedings of the Computational Methods in Systems Biology, 2019

Transient Memory in Gene Regulation.
Proceedings of the Computational Methods in Systems Biology, 2019

2018
Markov chain aggregation and its application to rule-based modelling.
CoRR, 2018

2017
Faster Statistical Model Checking for Unbounded Temporal Properties.
ACM Trans. Comput. Log., 2017

Model checking the evolution of gene regulatory networks.
Acta Informatica, 2017

2016
Linear Distances between Markov Chains.
Proceedings of the 27th International Conference on Concurrency Theory, 2016

2015
Optimal Kullback-Leibler Aggregation via Information Bottleneck.
IEEE Trans. Autom. Control., 2015

Model Checking Gene Regulatory Networks.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2015

Efficient Reduction of Kappa Models by Static Inspection of the Rule-Set.
Proceedings of the Hybrid Systems Biology - Fourth International Workshop, 2015

2013
Formal reductions of stochastic rule-based models of biochemical systems.
PhD thesis, 2013

Stochastic Fragments: A Framework for the Exact Reduction of the Stochastic Semantics of Rule-Based Models.
Int. J. Softw. Informatics, 2013

Markov chain aggregation and its applications to combinatorial reaction networks
CoRR, 2013

Approximate model reductions for combinatorial reaction systems.
Proceedings of the 12th European Control Conference, 2013

Coarse-Grained Brownian Dynamics Simulation of Rule-Based Models.
Proceedings of the Computational Methods in Systems Biology, 2013

2012
Lumpability abstractions of rule-based systems.
Theor. Comput. Sci., 2012

Reconstructing species-based dynamics from reduced stochastic rule-based models.
Proceedings of the Winter Simulation Conference, 2012

2011
Model Decomposition and Stochastic Fragments.
Proceedings of the 2nd International Workshop on Static Analysis and Systems Biology, 2011

2010
Stochastic Semantics of Signaling as a Composition of Agent-view Automata.
Proceedings of the 1st International Workshop on Static Analysis and Systems Biology, 2010

Combining Model Reductions.
Proceedings of the 26th Conference on the Mathematical Foundations of Programming Semantics, 2010

Probability metrics to calibrate stochastic chemical kinetics.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2008
Interface theories with component reuse.
Proceedings of the 8th ACM & IEEE International conference on Embedded software, 2008


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