Guy-Bart Stan

Orcid: 0000-0002-5560-902X

According to our database1, Guy-Bart Stan authored at least 63 papers between 2003 and 2024.

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Bibliography

2024
Absorb & Escape: Overcoming Single Model Limitations in Generating Genomic Sequences.
CoRR, 2024

GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning.
CoRR, 2024

Enhancing Real-World Complex Network Representations with Hyperedge Augmentation.
CoRR, 2024

DiscDiff: Latent Diffusion Model for DNA Sequence Generation.
CoRR, 2024

Enhancing Node Representations for Real-World Complex Networks with Topological Augmentation.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
Parsley: a web app for parsing data from plate readers.
Bioinform., December, 2023

Latent Diffusion Model for DNA Sequence Generation.
CoRR, 2023

Genomic Interpreter: A Hierarchical Genomic Deep Neural Network with 1D Shifted Window Transformer.
CoRR, 2023

Hybrid Graph: A Unified Graph Representation with Datasets and Benchmarks for Complex Graphs.
CoRR, 2023

Exploiting Resource Constraints for Controlling Biomolecular Circuits.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Robust set-point regulation of gene expression using resource competition couplings in mammalian cells.
Proceedings of the American Control Conference, 2022

2021
Stationary Distributions of Continuous-Time Markov Chains: A Review of Theory and Truncation-Based Approximations.
SIAM Rev., 2021

Approximations of Countably Infinite Linear Programs over Bounded Measure Spaces.
SIAM J. Optim., 2021

Synthetic biology open language visual (SBOL Visual) version 2.3.
J. Integr. Bioinform., 2021

2020
Synthetic biology open language visual (SBOL visual) version 2.2.
J. Integr. Bioinform., 2020

2019
The Exit Time Finite State Projection Scheme: Bounding Exit Distributions and Occupation Measures of Continuous-Time Markov Chains.
SIAM J. Sci. Comput., 2019

Synthetic Biology Open Language Visual (SBOL Visual) Version 2.1.
J. Integr. Bioinform., 2019

An Automatic Sparse Model Estimation Method Guided by Constraints That Encode System Properties.
Proceedings of the 17th European Control Conference, 2019

2018
Identification of Nonlinear State-Space Systems From Heterogeneous Datasets.
IEEE Trans. Control. Netw. Syst., 2018

Synthetic Biology Open Language Visual (SBOL Visual) Version 2.0.
J. Integr. Bioinform., 2018

Global Network Prediction from Local Node Dynamics.
CoRR, 2018

Characterization of Biologically Relevant Network Structures form Time-series Data.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017
A Minimal Realization Technique for the Dynamical Structure Function of a Class of LTI Systems.
IEEE Trans. Control. Netw. Syst., 2017

2016
A Sparse Bayesian Approach to the Identification of Nonlinear State-Space Systems.
IEEE Trans. Autom. Control., 2016

Bounding Stationary Averages of Polynomial Diffusions via Semidefinite Programming.
SIAM J. Sci. Comput., 2016

Shaping pulses to control bistable systems: Analysis, computation and counterexamples.
Autom., 2016

Biomolecular implementation of nonlinear system theoretic operators.
Proceedings of the 15th European Control Conference, 2016

Online model selection for synthetic gene networks.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
Online fault diagnosis for nonlinear power systems.
Autom., 2015

Identifying biochemical reaction networks from heterogeneous datasets.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Shaping pulses to control bistable biological systems.
Proceedings of the American Control Conference, 2015

2014
Shaping Pulses to Control Multi-Stable Biological Systems.
CoRR, 2014

Distributed Reconstruction of Nonlinear Networks: An ADMM Approach.
CoRR, 2014

Modelling essential interactions between synthetic genes and their chassis cell.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Toggling a Genetic Switch Using Reinforcement Learning
CoRR, 2013

Decentralised minimum-time consensus.
Autom., 2013

Control of protein concentrations in heterogeneous cell populations.
Proceedings of the 12th European Control Conference, 2013

Stochastic simulation of enzymatic reactions under transcriptional feedback regulation.
Proceedings of the 12th European Control Conference, 2013

On periodic reference tracking using batch-mode reinforcement learning with application to gene regulatory network control.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Real-time fault diagnosis for large-scale nonlinear power networks.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Global State Synchronization in Networks of Cyclic Feedback Systems.
IEEE Trans. Autom. Control., 2012

Arterial reservoir-excess pressure and ventricular work.
Medical Biol. Eng. Comput., 2012

Minimal realization of the dynamical structure function and its application to network reconstruction
CoRR, 2012

Reconstruction of Arbitrary Biochemical Reaction Networks: A Compressive Sensing Approach
CoRR, 2012

Reconstruction of arbitrary biochemical reaction networks: A compressive sensing approach.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Design constraints in an operon circuit for engineered control of metabolic networks.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Dynamical structure function identifiability conditions enabling signal structure reconstruction.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Design tradeoffs in a synthetic gene control circuit for metabolic networks.
Proceedings of the American Control Conference, 2012

2011
Fast Consensus Via Predictive Pinning Control.
IEEE Trans. Circuits Syst. I Regul. Pap., 2011

Robust dynamical network structure reconstruction.
Autom., 2011

Decentralised minimal-time consensus.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Networks of passive oscillators.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
Robust dynamical network reconstruction.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Constructive synchronization of networked feedback systems.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Minimal dynamical structure realisations with application to network reconstruction from data.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Decentralised final value theorem for discrete-time LTI systems with application to minimal-time distributed consensus.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Dynamical structure analysis of sparsity and minimality heuristics for reconstruction of biochemical networks.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Robust synchronization in networks of cyclic feedback systems.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007
Analysis of Interconnected Oscillators by Dissipativity Theory.
IEEE Trans. Autom. Control., 2007

Output synchronization in networks of cyclic biochemical oscillators.
Proceedings of the American Control Conference, 2007

2006
Clinical data based optimal STI strategies for HIV: a reinforcement learning approach.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Feedback mechanisms for global oscillations in Lure systems.
Syst. Control. Lett., 2005

2003
Dissipativity characterization of a class of oscillators and networks of oscillators.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003


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