Research Explorer

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Researcher

Junnan Song

Publications & Research Data

Awards & Distinctions

7 Results

2026

Machine learning in nanoscience and beyond : workflows, data processing, XAI and ITAP metrics, language-based models

Junnan SongQingjie SunAndre SkirtachBogdan Parakhonskiy

A1 Journal Article in ADVANCES IN COLLOID AND INTERFACE SCIENCE

2025

Energy transfer influence on superfast calcium carbonate synthesis : using microwave heating, ultrasound cavitation and mechanical stirring

Junnan SongBogdan ParakhonskiyAndre Skirtach

A1 Journal Article in JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T

Machine learning accelerated analysis of microwave-assisted synthesis parameters on calcium carbonate particles

Junnan SongJorge García BalduzTangyu YangAndre SkirtachBogdan Parakhonskiy

A1 Journal Article in JOURNAL OF COLLOID AND INTERFACE SCIENCE

Machine Learning in nanoarchitectonics

Bogdan ParakhonskiyJunnan SongAndre Skirtach

A1 Journal Article in ADVANCES IN COLLOID AND INTERFACE SCIENCE

Tuning nanostructure of gels : from structural and functional controls to food applications

Tangyu YangLin CaoJunnan SongAndre Skirtach

A1 Journal Article in GELS

2024

Performing particle image segmentation on an extremely small dataset

Marianna ChatzakouJunqing HuangBogdan ParakhonskiyMichael RuzhanskyAndre SkirtachJunnan SongXuechao Wang

2023

Hierarchy of hybrid materials, part-II : the place of organics-on-inorganics in it, their composition and applications

Junnan SongAnna VikulinaBogdan ParakhonskiyAndre Skirtach

A1 Journal Article in FRONTIERS IN CHEMISTRY