Vagelis Harmandaris

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 7

Top Topics

Trading Systems

Variational Inference

Information Theoretic

Top Venues

J. Comput. Phys.

J. Chem. Inf. Model.

Multiscale Model. Simul.

Publications

Eleftherios Christofi, Petra Bacová, Vagelis Harmandaris
Physics-Informed Deep Learning Approach for Reintroducing Atomic Detail in Coarse-Grained Configurations of Multiple Poly(lactic acid) Stereoisomers. J. Chem. Inf. Model. 64 (6) (2024)
Georgios E. Pavlou, Vasiliki Pavlidou, Vagelis Harmandaris
Reconstructing the Magnetic Field in an Arbitrary Domain via Data-driven Bayesian Methods and Numerical Simulations. CoRR (2024)
G. Baxevani, Vagelis Harmandaris, Evangelia Kalligiannaki, I. Tsantili
Bottom-up transient time models in coarse-graining molecular systems. CoRR (2023)
Georgia Baxevani, Vagelis Harmandaris, Evangelia Kalligiannaki, Ivi Tsantili
Bottom-Up Transient Time Models in Coarse-Graining Molecular Systems. Multiscale Model. Simul. 21 (4) (2023)
Vagelis Harmandaris, Evangelia Kalligiannaki, Markos A. Katsoulakis
Computational Design of Complex Materials Using Information Theory: From Physics- to Data-driven Multi-scale Molecular Models. ERCIM News 2018 (115) (2018)
Anastasios Tsourtis, Vagelis Harmandaris, Dimitrios K. Tsagkarogiannis
Parameterization of Coarse-Grained Molecular Interactions through Potential of Mean Force Calculations and Cluster Expansion Techniques. Entropy 19 (8) (2017)
Vagelis Harmandaris, Evangelia Kalligiannaki, Markos A. Katsoulakis, Petr Plechác
Path-space variational inference for non-equilibrium coarse-grained systems. J. Comput. Phys. 314 (2016)
Anastasios Tsourtis, Yannis Pantazis, Markos A. Katsoulakis, Vagelis Harmandaris
Parametric Sensitivity Analysis for Stochastic Molecular Systems using Information Theoretic Metrics. CoRR (2014)