Researchers

Publications



Results 1-20 of 58

Issue DateTitleAuthor(s)TypeМ-cat.
2023High-throughput screening of novel hydrogen storage materials – ML approachBatalović, Katarina  ; Radaković, Jana  ; Paskaš Mamula, Bojana  ; Medić-Ilić, Mirjana  ; Kuzmanović, Bojana  Conference Paper
Mp. category will be shown later
2023Metal Hydride Conversion Anodes for Alkali-Ion Batteries – A Machine Learning PerspectiveBatalović, Katarina  ; Kuzmanović, Bojana  ; Medić-Ilić, Mirjana  ; Paskaš Mamula, Bojana  ; Radaković, Jana  Conference Paper
Mp. category will be shown later
2023Machine learning assisted screening of materials for Li-ion batteriesBatalović, Katarina  ; Medić Ilić, Mirjana  ; Kuzmanović, Bojana  ; Paskaš Mamula, Bojana  ; Radaković, Jana  Conference Paper
Mp. category will be shown later
2023Machine learning exploration of the bonding in metal hydrides (✓)Paskaš Mamula, Bojana  ; Batalović, Katarina  ; Medić Ilić, Mirjana  ; Kuzmanović, Bojana  ; Radaković, Jana  Conference Paper
Mp. category will be shown later
2023Machine learning-based high-throughput screening of Mg-containing alloys for hydrogen storage and energy conversion applicationsBatalović, Katarina  ; Radaković, Jana  ; Kuzmanović, Bojana  ; Medić-Ilić, Mirjana  ; Paskaš Mamula, Bojana  Article
21M21
2023Theoretical and experimental study of the titanium substituted Mg2-xTixNi alloys and Mg2-xTixNiH4 hydridesSunbul, Sefa Emre; Icin, Kursat; Paskaš Mamula, Bojana  ; Radaković, Jana  ; Ozturk, Sultan; Batalović, Katarina  Article
21M21
2022Predicting the Heat of Hydride Formation by Graph Neural Network - Exploring the Structure-Property Relation for Metal HydridesBatalović, Katarina  ; Radaković, Jana  ; Paskaš Mamula, Bojana  ; Kuzmanović, Bojana  ; Medić-Ilić, Mirjana  Article
21M21
2022Metal hydrides by design – insights from DFT and data scienceBatalović, Katarina  ; Paskaš Mamula, Bojana  ; Radaković, Jana  ; Medić Ilić, Mirjana  ; Kuzmanović, Bojana  Conference Paper
Mp. category will be shown later
2022Data-driven Design of New Mg-based Hydride Materials – A Synergy of Experiments and DFTBatalović, Katarina  ; Radaković, Jana  ; Kuzmanović, Bojana  ; Medić-Ilić, Mirjana  ; Paskaš Mamula, Bojana  Conference Paper
Mp. category will be shown later
2022MetalHydrideEnthBatalović, Katarina  ; Radaković, Jana  ; Kuzmanović, Bojana  ; Medić Ilić, Mirjana  ; Paskaš Mamula, Bojana  Dataset
Mp. category will be shown later
2021DFT study of crystal structure and electronic properties of metal-doped AlH3 polymorphsDragojlović, Milijana; Radaković, Jana  ; Batalović, Katarina  Article
21M21
2021GNN and transfer learning for prediction of formation enthalpy of metal hydridesBatalović, Katarina  ; Radaković, Jana  ; Paskaš Mamula, Bojana  Conference Paper
Mp. category will be shown later
2021Mechanochemical modification of LiAlH4 with Fe2O3 - A combined DFT and experimental studyDragojlović, Milijana; Milanović, Igor  ; Gradišek, Anton; Kurko, Sandra V.  ; Mitrić, Miodrag  ; Umićević, Ana  ; Radaković, Jana  ; Batalović, Katarina  Article
21M21
2021Property Prediction Using Machine Learning – A Case Study of Metal HydridesBatalović, Katarina  ; Radaković, Jana  ; Paskaš Mamula, Bojana  Conference Paper
Mp. category will be shown later
2021Data science and deep learning for the development of new hydrogen storage materialsBatalović, Katarina  ; Radaković, Jana  ; Paskaš Mamula, Bojana  Conference Paper
Mp. category will be shown later
2021Improvement of Hydrogen Storage Properties of MgH2 by NaNH2 additionMedić Ilić, Mirjana  ; Paskaš Mamula, Bojana  ; Kuzmanović, Bojana  ; Radaković, Jana  ; Novaković, Nikola  ; Mitrović, Anđela; Grbović Novaković, Jasmina  Conference Paper
Mp. category will be shown later
2020Origin of photocatalytic activity enhancement in Pd/Pt-deposited anatase N-TiO2-experimental insights and DFT study of the (001) surfaceBatalović, Katarina  ; Radaković, Jana  ; Bundaleski, Nenad  ; Rakočević, Zlatko Lj. ; Pašti, Igor A.  ; Skorodumova, Natalia V.; Rangel, Carmen MireyaArticle
21M21
2019Synthesis and characterization of BiFeO3 fine powders (✓)Čebela, Maria Ž.  ; Dragan Pantić  ; Jana Radaković  ; Milena Rosić  ; Dragana Jordanov  ; Vladimir Dodevski  ; Maria Čebela  Conference Paper
Mp. category will be shown later
2019Adaptation of N-TiO2 properties using targeted deposition of transition metalsJana Radaković  ; Katarina Batalović  ; Čebela, Maria Ž.  Conference Paper
Mp. category will be shown later
2019Influence of Defects on the Stability and Hydrogen‐Sorption Behavior of Mg‐Based HydridesGrbović-Novaković, Jasmina  ; Novaković, Nikola  ; Kurko, Sandra V.  ; Milošević Govedarović, Sanja S.  ; Pantić, Tijana  ; Paskaš Mamula, Bojana  ; Batalović, Katarina  ; Radaković, Jana  ; Rmuš, Jelena  ; Shelyapina, Marina;
Skryabina, Nataliya; de Rango, Patricia; Fruchart, Daniel;
Article
21M21

Results 1-20 of 58