Milica Todorovic
milica.todorovic@utu.fi +358 29 450 3619 +358 50 535 9519 Office: 302 My phone number is +358 50 331 0029. ORCID identifier: https://orcid.org/0000-0003-0028-0105 |
computational materials science; first principles simulations; hybrid organic/inorganic materials; surface science; artificial intelligence; data science; Bayesian optimization
I lead the Materials Informatics Laboratory group at UTU. My research combines aritifical intelligence algorithms and first-principles simulations with the objective to optimize functional materials and their performance in devices. At MIL, we purpuse data-driven solutions across disciplines, from aerosol research to chemical engineering bio-based materials, from computation to experiment.
Service:
Vice-director of Sustainable Materials and Manufacturing (SUSMAT) UTU profiling area
Vice-chair of COST Action CA22154 - Data-driven Applications towards the Engineering of functional Materials: an Open Network (DAEMON)
Vice-leader of Human-Centric Artificial Intelligence for Sustainable Future (HAIF), Doctoral Training Network
Co-lead of Finnish Centre for AI (FCAI) Highlight E: Data-driven design of materials
Head of the Modern Industrial Materials MSc track
MTEK0023 Data Visualisation and Analysis
MTEK0023 Simulations and New Materials
MTEK0024 Machine Learning for Materials Science
- Exploring noncollinear magnetic energy landscapes with Bayesian optimization (2025)
- Digital Discovery
(A1 Refereed original research article in a scientific journal) - Question Answering models for information extraction from perovskite materials science literature (2025)
- Communications materials
(A1 Refereed original research article in a scientific journal) - Active learning for data-efficient optimisation of functional materials (2024) Todorović, Milica
(Abstract) - Active learning for data-efficient optimisation of materials and processes (2024) Todorović, Milica
(Abstract) - Active Learning for Surface Adsorption Chemistry (2024) 11th Triennial Congress of the International Society for Theoretical Chemical Physics Todorović, Milica
(Abstract) - Active Learning of Microstructure-Property Relations in Hybrid Materials (2024) Todorović, Milica
(Abstract) - Application of the Question Answering method to extract information from materials science literature (2024) Sipilä, Matilda; Mehryary, Farrokh; Pyysalo, Sampo; Ginter, Filip; Todorović Milica
(Abstract) - Data digitalization strategies for AI-driven experimentation (2024) Zniber, Mohammed; Todorović, Milica
(Poster) - Data-driven multimodal XPS study of molecular adsorbates on atmospheric aerosol nanoparticles (2024) Adhyatma, Abdurrahman; Das, Mandira; Lin, Jack; Prisle, Nønne; Todorović, Milica
(Poster) - Decoding Surface Adsorption Chemistry with Active Learning (2024) The 10th International Symposium on Surface Science (ISSS-10) Todorović, Milica
(Abstract)
