Matilda Sipilä
Doctoral researcher, M.Sc.
matilda.m.sipila@utu.fi ORCID identifier: https://orcid.org/0000-0001-9076-6437 |
Areas of expertise
Natural language processing, text mining, relation extraction
Natural language processing, text mining, relation extraction
Research community or research topic
My research is about utilizing NLP (natural language processing) to the materials science and I am working with the project called DeeperMaterials.
My research is about utilizing NLP (natural language processing) to the materials science and I am working with the project called DeeperMaterials.
Biography
I graduated with a master's degree in materials physics in 2020 from University of Turku. After graduating I worked as a junior physicist in the diagnostics company where I had also done my master's thesis. From the spring 2022 onwards I have been doing my PhD research in the Materials Informatics Laboratory.
Teaching
Assistant teacher in Project work course (BSc level) in materials engineering.
Publications
- 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) - From Text to Graphs—Visualizing Materials Space with ForceAtlas2 and MEGnet (2024) Galica, Tomasz; Sipilä, Matilda; Todorović, Milica
(Abstract) - Question Answering models for information extraction from perovskite materials science literature (2024) 2024 MRS Fall Meeting and Exhibit Sipilä, Matilda; Mehryary, Farrokh; Pyysalo, Sampo; Ginter, Filip, Todorović, Milica
(Abstract) - Visual representation of materials and their properties (2024) Galica, Tomasz; Sipilä, Matilda; Todorović, Milica
(Poster)
UTU Research Portal