Antonis Chazirakis

University of Crete — Greece

Materials Science · Physical Sciences

4h-index80citations10works0.02yr avg
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Research Topics

Block Copolymer Self-Assembly(4), Polymer crystallization and properties(3), Material Dynamics and Properties(3), Rheology and Fluid Dynamics Studies(3), Machine Learning in Materials Science(3)

Publications10 total

Modeling chain relaxation in moderately entangled polyisoprene melts
2025Open Access
DERIVING COARSE-GRAINED MODELS OF MOLECULAR SYSTEMS BY APPROXIMATING THE FREE ENERGY SURFACE WITH MACHINE LEARNING ALGORITHMS
COMPDYN Proceedings·2023Open Access
Deep convolutional neural networks for generating atomistic configurations of multi-component macromolecules from coarse-grained models
The Journal of Chemical Physics·2022· 12 cited
Polybutadiene Copolymers via Atomistic and Systematic Coarse-Grained Simulations
Macromolecules·2021· 9 cited
Dynamics and Rheology of cis -1,4-Polybutadiene melts through Systematic Bottom-up Coarse-grained Simulations
Bulletin of the American Physical Society·2021
Atomistic and Systematic Coarse-Grained Models of Polybutadiene Copolymers with Various Microstructure
Bulletin of the American Physical Society·2021
Coarse-graining of polyisoprene melts using inverse Monte Carlo and local density potentials
Bulletin of the American Physical Society·2021
Coarse-graining of polyisoprene melts using inverse Monte Carlo and local density potentials
The Journal of Chemical Physics·2020· 37 cited
Parametrizing coarse grained models for molecular systems at equilibrium
The European Physical Journal Special Topics·2016· 18 cited
Dynamics of Locally Coupled Oscillators with Next-Nearest-Neighbor Interaction
PDXScholar (Portland State University)·2015· 4 citedOpen Access

Frequent Co-authors

Vagelis Harmandaris(9), Manolis Doxastakis(7), Patrycja Polińska(4), Craig Burkhart(4), Anastassia N. Rissanou(3), Nobahar Shahidi(2), Eleftherios Christofi(2), Wei Li(2), Evangelia Kalligiannaki(1), Anastasios Tsourtis(1), Markos A. Katsoulakis(1), Petr Plecháč(1), Charalambos Chrysostomou(1), Mihalis A. Nicolaou(1), J. Herbrych(1), Nicholas Christakis(1), J. J. P. Veerman(1), Alireza F. Behbahani(1), Ludwig Schneider(1), Petra Bačová(1)