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Amanda S. Barnard

The Australian National University

56H-index
401Paper Count
1.2WCitation Count
Published Papers 159
Publication Date
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Instance level analysis of equitable learning via dissimilar variable grouping on healthcare datasets
errInternational Journal of Medical Informatics
IF4.1
err2026-09-23
err0
errOAAI
errHyeonggeun Yun; Amanda S. Barnard; Hanna Suominen
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errSave
Multimodal fusion of complementary material representations for generalizable and interpretable property prediction
errCell Reports Physical Science
IF7.3
err2026-08-28
err0
errOAAI
errSichao Li; Tianqing Zhu; Weijian Deng; Zixin Zhuang; Xinyue Xu; Ye Wei; Amanda Susan Barnard; Keith Tobias Butler
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errSave
Measuring the impact of materials composition on MXene property prediction using explainable AI
errMaterials Today Energy
IF8.6
err2025-11-25
err0
errOAAI
errT. Liu; A.S. Barnard
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errSave
Impact of nanoparticle morphologies on property prediction using explainable AI
errNanoscale Horiz.
IF6.6
err2025-11-17
err0
PREAI
errTommy Liu; Amanda S. Barnard
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errSave
SIPHON: Silicon Photonic Computing-Based Chiplet Accelerator for Deep Learning
errIEEE Journal on Emerging and Selected Topics in Circuits and Systems
IF3.8
err2025-10-10
err0
PREAI
errChengpeng Xia; Haibo Zhang; Yawen Chen; Amanda S. Barnard
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errSave
BenchMake: turn any scientific data set into a reproducible benchmark
errmachine learning science and technology
IF0
err2025-08-14
err0
PREAI
errA S Barnard
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errSave
The asthma diagnosis jigsaw puzzle: an adaptable teaching concept to facilitate the diagnosis of asthma in adults and children presenting to primary care
errNPJ PRIMARY CARE RESPIRATORY MEDICINE
IF4.7
err2025-03-15
err0
errOAAI
errRyan, D.; Kocks, J. W. H.; Williams, S.; Correia de Sousa, J.; Barne, M.; Bates, M. J.; Bouloukaki, I.; Daines, L.; Gaillard, E.; Mak, V.; Ostrem, A.; Barnard, A.
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errSave
Materials Economatics: Combining Chemical, Financial, Environmental, and Social Factors Using Machine Learning
errACS NANO
IF16
err2025-03-07
err0
PREAI
errPoswell, B; Barnard, AS
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errSave
Best practice advice for asthma exacerbation prevention and management in primary care: an international expert consensus (vol 34, 39, 2024)
errNPJ PRIMARY CARE RESPIRATORY MEDICINE
IF4.7
err2025-01-09
err0
errOAAI
errSkolnik, Neil; Yawn, Barbara P.; Correia de Sousa, Jaime; Vazquez, Maria Mar Martinez; Barnard, Amanda; Wright, Wendy L.; Ulrich, Austin; Winders, Tonya; Brunton, Stephen
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Predicting battery applications for complex materials based on chemical composition and machine learning
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2025-01-01
err0
errOAAI
errZhuang, Zixin; Barnard, Amanda S.
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errSave
Property Prediction for Complex Compounds Using Structure-Free Mendeleev Encoding and Machine Learning
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-12-12
err1
PREAI
errZhuang, Zixin; Barnard, Amanda S.
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errSave
Inverse prediction of Al alloy post-processing conditions using classification with guided oversampling
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-12-06
err0
errOAAI
errBarnard, A. S.
errShare
errSave
Best practice advice for asthma exacerbation prevention and management in primary care: an international expert consensus
errNPJ PRIMARY CARE RESPIRATORY MEDICINE
IF4.7
err2024-11-17
err1
errOAAI
errSkolnik, Neil; Yawn, Barbara P.; Correia de Sousa, Jaime; Vazquez, Maria Mar Martinez; Barnard, Amanda; Wright, Wendy L.; Ulrich, Austin; Winders, Tonya; Brunton, Stephen
errShare
errSave
Diverse explanations from data-driven and domain-driven perspectives in the physical sciences
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-11-11
err1
errOAAI
errLi, Sichao; Wang, Xin; Barnard, Amanda
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errSave
Best practices for machine learning strategies aimed at process parameter development in powder bed fusion additive manufacturing
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2024-10-01
err2
errOAAI
errSamadiani, Najmeh; Barnard, Amanda S.; Gunasegaram, Dayalan; Fayyazifar, Najmeh
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errSave
Fractal Characterization of Simulated Metal Nanocatalysts in 3D
errSMALL SCIENCE
IF8.3
err2024-07-09
err0
errOAAI
errTing, Jonathan Y. C.; Opletal, George; Barnard, Amanda S.
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errSave
Classification of battery compounds using structure-free Mendeleev encodings
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2024-04-26
err1
errOAAI
errZhuang, Zixin; Barnard, Amanda S.
errShare
errSave
Online meta-learned gradient norms for active learning in science and technology
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-03-08
err2
errOAAI
errDong, Haiqi; Barnard, Amanda S.; Parker, Amanda J.
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errSave
Inverse design of aluminium alloys using multi-targeted regression
errJOURNAL OF MATERIALS SCIENCE
IF3.9
err2024-01-19
err4
errOAAI
errBhat, Ninad; Barnard, Amanda S.; Birbilis, Nick
errShare
errSave
Unsupervised pattern recognition on the surface of simulated metal nanoparticles for catalytic applications
errCATALYSIS SCIENCE & TECHNOLOGY
IF4.2
err2024-01-01
err0
PREAI
errTing, Jonathan Y. C.; Opletal, George; Barnard, Amanda S.
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errSave

Research Directions

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Co-authors
Cooperation Journals
赵宇亮 cover
赵宇亮 (Yuliang Zhao)
H-index: 143 · Papers: 767
P
Peter G. Gibson
H-index: 143 · Papers: 1.6K
Fan Hong Jin cover
Fan Hong Jin (Hong Jin Fan)
H-index: 124 · Papers: 491
C
Chang Ming Li
H-index: 118 · Papers: 1.3K
L
Larry A. Curtiss
H-index: 115 · Papers: 652
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