Amanda S. Barnard

Data61, Door 24 Village St
Docklands, VIC 2008, Australia

Last Updated: 09/26/2026

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Found 92 publications

Impact of nanoparticle morphologies on property prediction using explainable AI.

Impact of nanoparticle morphologies on property prediction using explainable AI.

Journal: Nanoscale horizons

Published: November 17, 2025

Materials "Economatics": Combining Chemical, Financial, Environmental, and Social Factors Using Machine Learning.

Materials "Economatics": Combining Chemical, Financial, Environmental, and Social Factors Using Machine Learning.

Journal: ACS nano

Published: March 07, 2025

Author Correction: Best practice advice for asthma exacerbation prevention and management in primary care: an international expert consensus.

Author Correction: Best practice advice for asthma exacerbation prevention and management in primary care: an international expert consensus.

Journal: NPJ primary care respiratory medicine

Published: January 09, 2025

Property Prediction for Complex Compounds Using Structure-Free Mendeleev Encoding and Machine Learning.

Property Prediction for Complex Compounds Using Structure-Free Mendeleev Encoding and Machine Learning.

Journal: Journal of chemical information and modeling

Published: December 12, 2024

The asthma diagnosis jigsaw puzzle: an adaptable teaching concept to facilitate the diagnosis of asthma in adults and children presenting to primary care.

The asthma diagnosis jigsaw puzzle: an adaptable teaching concept to facilitate the diagnosis of asthma in adults and children presenting to primary care.

Journal: NPJ primary care respiratory medicine

Published: July 09, 2024

Best practice advice for asthma exacerbation prevention and management in primary care: an international expert consensus.

Best practice advice for asthma exacerbation prevention and management in primary care: an international expert consensus.

Journal: NPJ primary care respiratory medicine

Published: June 06, 2024

Fractal Characterization of Simulated Metal Nanocatalysts in 3D.

Fractal Characterization of Simulated Metal Nanocatalysts in 3D.

Journal: Small science

Published: March 24, 2024

Classification of battery compounds using structure-free Mendeleev encodings.

Classification of battery compounds using structure-free Mendeleev encodings.

Journal: Journal of cheminformatics

Published: November 20, 2023

Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis.

Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis.

Journal: Journal of biomedical informatics

Published: December 22, 2022

Remote consultations in primary care across low-, middle- and high-income countries: Implications for policy and care delivery.

Remote consultations in primary care across low-, middle- and high-income countries: Implications for policy and care delivery.

Journal: Journal of health services research & policy

Published: December 09, 2022

Liquid metal synthesis solvents for metallic crystals.

Liquid metal synthesis solvents for metallic crystals.

Journal: Science (New York, N.Y.)

Published: December 08, 2022

Complex Dispersion of Detonation Nanodiamond Revealed by Machine Learning Assisted Cryo-TEM and Coarse-Grained Molecular Dynamics Simulations.

Complex Dispersion of Detonation Nanodiamond Revealed by Machine Learning Assisted Cryo-TEM and Coarse-Grained Molecular Dynamics Simulations.

Journal: ACS nanoscience Au

Published: November 15, 2022

Showing 1-12 of 92

Last Updated: 09/26/2026