Dionisios G. Vlachos

Orcid: 0000-0002-6795-8403

According to our database1, Dionisios G. Vlachos authored at least 29 papers between 1997 and 2023.

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Bibliography

2023
Machine Learning Validation via Rational Dataset Sampling with astartes.
J. Open Source Softw., November, 2023

Automated descriptor selection, volcano curve generation, and active site determination using the DescMAP software.
Comput. Phys. Commun., September, 2023

CKineticsDB─An Extensible and FAIR Data Management Framework and Datahub for Multiscale Modeling in Heterogeneous Catalysis.
J. Chem. Inf. Model., July, 2023

OpenMKM: An Open-Source C++ Multiscale Modeling Simulator for Homogeneous and Heterogeneous Catalytic Reactions.
J. Chem. Inf. Model., June, 2023

<i>AIMSim</i>: An accessible cheminformatics platform for similarity operations on chemicals datasets.
Comput. Phys. Commun., 2023

2022
Exploring Structure-Sensitive Relations for Small Species Adsorption Using Machine Learning.
J. Chem. Inf. Model., 2022

Unleashing the Power of Knowledge Extraction from Scientific Literature in Catalysis.
J. Chem. Inf. Model., 2022

LigninGraphs: lignin structure determination with multiscale graph modeling.
J. Cheminformatics, 2022

Python Group Additivity (pGrAdd) software for estimating species thermochemical properties.
Comput. Phys. Commun., 2022

2021
NEXTorch: A Design and Bayesian Optimization Toolkit for Chemical Sciences and Engineering.
J. Chem. Inf. Model., 2021

Learning Chemistry of Complex Reaction Systems via a Python First-Principles Reaction Rule Stencil (pReSt) Generator.
J. Chem. Inf. Model., 2021

Chemical Kinetics Bayesian Inference Toolbox (CKBIT).
Comput. Phys. Commun., 2021

2020
Reaction Network Viewer (ReNView): An open-source framework for reaction path visualization of chemical reaction systems.
SoftwareX, 2020

Thermochemical Data Fusion Using Graph Representation Learning.
J. Chem. Inf. Model., 2020

A Python Multiscale Thermochemistry Toolbox (pMuTT) for thermochemical and kinetic parameter estimation.
Comput. Phys. Commun., 2020

2014
A robust and efficient triangulation-based optimization algorithm for stochastic black-box systems.
Comput. Chem. Eng., 2014

2013
Parametric sensitivity analysis for biochemical reaction networks based on pathwise information theory.
BMC Bioinform., 2013

2012
Efficient gradient estimation using finite differencing and likelihood ratios for kinetic Monte Carlo simulations.
J. Comput. Phys., 2012

Multilevel coarse graining and nano-pattern discovery in many particle stochastic systems.
J. Comput. Phys., 2012

2011
Long-time integration methods for mesoscopic models of pattern-forming systems.
J. Comput. Phys., 2011

Equivalence of on-lattice stochastic chemical kinetics with the well-mixed chemical master equation in the limit of fast diffusion.
Comput. Chem. Eng., 2011

2010
Adaptive coarse-grained Monte Carlo simulation of reaction and diffusion dynamics in heterogeneous plasma membranes.
BMC Bioinform., 2010

Parallelization of tau-leap coarse-grained Monte Carlo simulations on GPUs.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

2007
A hybrid multiscale Monte Carlo algorithm (HyMSMC) to cope with disparity in time scales and species populations in intracellular networks.
BMC Bioinform., 2007

2006
Hierarchical multiscale model-based design of experiments, catalysts, and reactors for fuel processing.
Comput. Chem. Eng., 2006

2005
Net-event kinetic Monte Carlo for overcoming stiffness in spatially homogeneous and distributed systems.
Comput. Chem. Eng., 2005

Time accelerated Monte Carlo simulations of biological networks using the binomial r-leap method.
Bioinform., 2005

2001
Stochastic kinetic analysis of transcriptional feedback models for circadian rhythms.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

1997
Growth of Nanophase Clusters and Potential Energy Minima: Hysteresis, Oscillations, and Phase Transitions.
J. Glob. Optim., 1997


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