Vasileios Maroulas

Representation of molecular structures with persistent homology for machine learning applications in chemistry

Jacob Townsend, Cassie Putman Micucci, John H. Hymel et al. · Nature Communications · 2020 · 124 citations · Full text

Polymer graph neural networks for multitask property learning

Owen Queen, Gavin A. McCarver, Saitheeraj Thatigotla et al. · npj Computational Materials · 2023 · 77 citations · Full text

Engineering, Machine Learning, Monomer Composition +18

Improved particle filters for multi-target tracking

Vasileios Maroulas, Panos Stinis · Journal of Computational Physics · 2011 · 46 citations

Particle Filters, Machine Vision, Engineering +8

Large deviations for stochastic flows of diffeomorphisms

Amarjit Budhiraja, Paul Dupuis, Vasileios Maroulas · Bernoulli · 2010 · 31 citations · Full text

Large Deviations, Image Matching Problem, Small Noise Limit +10

Signal classification with a point process distance on the space of persistence diagrams

Andrew Marchese, Vasileios Maroulas · Advances in Data Analysis and Classification · 2017 · 31 citations

Persistence Diagrams, Engineering, Data Mining +10