Events Nanomaterials 2026: Innovations and Future Perspectives

Event submissions

Published

This submission belongs to the session S1. Nanomedicine & Bionanotechnology of the event Nanomaterials 2026: Innovations and Future Perspectives

Published date

16 Mar, 2026

Academic Editor

Eugenia Valsami-Jones

Citation

Kamila Jarzynska, Alicja Mikolajczyk, Krzesimir Ciura, Tomasz Puzyn, <span>Expanding the Applicability of a Multicomponent Nano-Quantitative Structure–Property Relationships Approach from Hard to Soft Nanomaterials: Predicting Liposome Stability</span>, in Proceedings of Nanomaterials 2026: Innovations and Future Perspectives, Barcelona, 16 March–18 March 2026, MDPI: Basel, Switzerland

FaceBook

Twitter

Expanding the Applicability of a Multicomponent Nano-Quantitative Structure–Property Relationships Approach from Hard to Soft Nanomaterials: Predicting Liposome Stability

Kamila Jarzynska ¹

Krzesimir Ciura ²

Alicja Mikolajczyk ¹

Tomasz Puzyn ¹

1. Laboratory of Environmental Chemoinformatics, Faculty of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308, Gdansk, Poland

2. Department of Physical Chemistry, Faculty of Pharmacy, Medical University of Gdansk, J. Hallera Avenue 107, 80-416, Gdansk, Poland

Abstract

Keywords

Liposomes

zeta potential

nano-QSPR

nano-quantitative structure-property relationships

machine learning

nanoinformatics