Matilda
Sipilä
Doctoral Researcher, Materials Engineering
Doctoral researcher, M.Sc.
My research is about utilizing NLP (natural language processing) to the materials science and I am working with the project called DeeperMaterials.
Contact
Links
Areas of expertise
Natural language processing
text mining
relation extraction
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
Annotated textual dataset PV600 of perovskite bandgaps for information extraction from literature (2025)
Scientific Data
(A1 Vertaisarvioitu data-artikkeli tieteellisessä lehdessä)
Question Answering models for information extraction from perovskite materials science literature (2025)
Communications materials
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Visual representation of materials and their properties (2024)
Machine Learning Modalities for Materials Science
(Konferenssiposteri)
Application of the Question Answering method to extract information from materials science literature (2024)
ML4MS
(Abstrakti)
From Text to Graphs—Visualizing Materials Space with ForceAtlas2 and MEGnet (2024)
MRS Fall Meeting and Exhibit
(Abstrakti)
Question Answering models for information extraction from perovskite materials science literature (2024)
MRS Fall Meeting and Exhibit
(Abstrakti)