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A

Amanda S. Barnard

The Australian National University

56H指数
401论文数
1.2W被引数
收录论文 159
发表时间
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Instance level analysis of equitable learning via dissimilar variable grouping on healthcare datasets通过非相似变量分组在医疗保健数据集上对公平学习的实例级分析
errInternational Journal of Medical Informatics
IF4.1
err2026-09-23
err0
errOAAI
errHyeonggeun Yun; Amanda S. Barnard; Hanna Suominen
err分享
err收藏
Multimodal fusion of complementary material representations for generalizable and interpretable property prediction互补材料表示的多模态融合用于通用且可解释的性能预测
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
err分享
err收藏
Measuring the impact of materials composition on MXene property prediction using explainable AI利用可解释人工智能测量材料组成对MXene性能预测的影响
errMaterials Today Energy
IF8.6
err2025-11-25
err0
errOAAI
errT. Liu; A.S. Barnard
err分享
err收藏
Impact of nanoparticle morphologies on property prediction using explainable AI纳米粒子形貌对基于可解释人工智能的性能预测的影响
errNanoscale Horiz.
IF6.6
err2025-11-17
err0
PREAI
errTommy Liu; Amanda S. Barnard
err分享
err收藏
SIPHON: Silicon Photonic Computing-Based Chiplet Accelerator for Deep LearningSIPHON：基于硅光子计算芯片的深度学习加速器
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
err分享
err收藏
BenchMake: turn any scientific data set into a reproducible benchmarkBenchMake：将任何科学数据集转化为可复现的基准
errmachine learning science and technology
IF0
err2025-08-14
err0
PREAI
errA S Barnard
err分享
err收藏
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.
err分享
err收藏
Materials Economatics: Combining Chemical, Financial, Environmental, and Social Factors Using Machine Learning材料经济学：利用机器学习整合化学、金融、环境和社會因素
errACS NANO
IF16
err2025-03-07
err0
PREAI
errPoswell, B; Barnard, AS
err分享
err收藏
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
err分享
err收藏
Predicting battery applications for complex materials based on chemical composition and machine learning基于化学成分和机器学习的复杂材料电池应用预测
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2025-01-01
err0
errOAAI
errZhuang, Zixin; Barnard, Amanda S.
err分享
err收藏
Property Prediction for Complex Compounds Using Structure-Free Mendeleev Encoding and Machine Learning基于无结构门捷列夫编码和机器学习的复杂化合物性质预测
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-12-12
err1
PREAI
errZhuang, Zixin; Barnard, Amanda S.
err分享
err收藏
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.
err分享
err收藏
Best practice advice for asthma exacerbation prevention and management in primary care: an international expert consensus在初级保健中预防和管理哮喘发作的最佳实践建议: 国际专家共识
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
err分享
err收藏
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
err分享
err收藏
Best practices for machine learning strategies aimed at process parameter development in powder bed fusion additive manufacturing针对粉末床熔融增材制造中工艺参数开发的机器学习策略的最佳实践
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2024-10-01
err2
errOAAI
errSamadiani, Najmeh; Barnard, Amanda S.; Gunasegaram, Dayalan; Fayyazifar, Najmeh
err分享
err收藏
Fractal Characterization of Simulated Metal Nanocatalysts in 3D三维模拟金属纳米催化剂的分形表征
errSMALL SCIENCE
IF8.3
err2024-07-09
err0
errOAAI
errTing, Jonathan Y. C.; Opletal, George; Barnard, Amanda S.
err分享
err收藏
Classification of battery compounds using structure-free Mendeleev encodings使用无结构的门捷列夫编码对电池化合物进行分类
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2024-04-26
err1
errOAAI
errZhuang, Zixin; Barnard, Amanda S.
err分享
err收藏
Online meta-learned gradient norms for active learning in science and technology面向科技主动学习的在线元学习梯度规范
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-03-08
err2
errOAAI
errDong, Haiqi; Barnard, Amanda S.; Parker, Amanda J.
err分享
err收藏
Inverse design of aluminium alloys using multi-targeted regression基于多目标回归的铝合金反设计
errJOURNAL OF MATERIALS SCIENCE
IF3.9
err2024-01-19
err4
errOAAI
errBhat, Ninad; Barnard, Amanda S.; Birbilis, Nick
err分享
err收藏
Unsupervised pattern recognition on the surface of simulated metal nanoparticles for catalytic applications用于催化应用的模拟金属纳米颗粒表面的无监督模式识别
errCATALYSIS SCIENCE & TECHNOLOGY
IF4.2
err2024-01-01
err0
PREAI
errTing, Jonathan Y. C.; Opletal, George; Barnard, Amanda S.
err分享
err收藏

研究方向

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合作学者
合作期刊
赵宇亮 封面图
赵宇亮 (Yuliang Zhao)
H 指数: 143 · 论文数: 767
P
Peter G. Gibson
H 指数: 143 · 论文数: 1.6K
Fan Hong Jin 封面图
Fan Hong Jin (Hong Jin Fan)
H 指数: 124 · 论文数: 491
C
Chang Ming Li
H 指数: 118 · 论文数: 1.3K
L
Larry A. Curtiss
H 指数: 115 · 论文数: 652
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