Search Results for author: Marko Petković

Found 3 papers, 2 papers with code

Graph Neural Networks for Carbon Dioxide Adsorption Prediction in Aluminium-Exchanged Zeolites

no code implementations19 Mar 2024 Marko Petković, José Manuel Vicent-Luna, Vlado Menkovski, Sofía Calero

The predictions obtained from the Machine Learning model are in agreement with the values obtained from the Monte Carlo simulations, confirming that the model can be used for property prediction.

Property Prediction

Description Generation using Variational Auto-Encoders for precursor microRNA

1 code implementation29 Nov 2023 Marko Petković, Vlado Menkovski

Micro RNAs (miRNA) are a type of non-coding RNA, which are involved in gene regulation and can be associated with diseases such as cancer, cardiovascular and neurological diseases.

Equivariant Parameter Sharing for Porous Crystalline Materials

1 code implementation4 Apr 2023 Marko Petković, Pablo Romero-Marimon, Vlado Menkovski, Sofia Calero

In this paper, we develop a model which incorporates the symmetries of the unit cell of a crystal in its architecture and explicitly models the porous structure.

Property Prediction

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