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Showing results 14 to 33 of 33

Impact of atomistic or crystallographic descriptors for classification of gold nanoparticles

Author(s)Zhang, Haonan; Barnard, Amanda
TypeJournal article
Date Published15-Jul-2021
Date Created-

The impact of domain-driven and data-driven feature selection on the inverse design of nanoparticle catalysts

Author(s)Li, Sichao; Ting, Jonathan Y.C.; Barnard, Amanda
TypeJournal article
Date Published2022
Date Created-
J Phys Mater 4 (2021) 041001.pdf.jpg

Interfacial informatics

Author(s)Fischer, Julia Melisande; Parker, Amanda; Barnard, Amanda
TypeJournal article
Date Published2021
Date Created-

Inverse Design of MXenes for High-Capacity Energy Storage Materials Using Multi-Target Machine Learning

Author(s)Li, Sichao; Barnard, Amanda
TypeJournal article
Date Published2022
Date Created-
Adv Theory Simul 5 (2022) 2100414.pdf.jpg

Inverse Design of Nanoparticles Using Multi‐Target Machine Learning

Author(s)Li, Sichao; Barnard, Amanda
TypeJournal article
Date Published7-Dec-2021
Date Created-

Liquid metal synthesis solvents for metallic crystals

Author(s)Idrus-Saidi, Shuhada A; Tang, Jianbo; Lambie, Stephanie, et al
TypeJournal article
Date Published9-Dec-2022
Date Created-

Machine learning reveals multiple classes of diamond nanoparticles

Author(s)Parker, Amanda J; Barnard, Amanda
TypeJournal article
Date Published2020
Date Created-

Optimization-Free Inverse Design of High-Dimensional Nanoparticle Electrocatalysts Using Multi-target Machine Learning

Author(s)Li, Sichao; Ting, Jonathan Y. C.; Barnard, Amanda
TypeJournal article
Date Published2022
Date Created-
Adv Theory Simul 5 (2022) 2200013.pdf.jpg

Predicting the Probability of Observation of Arbitrary Graphene Oxide Nanoflakes Using Artificial Neural Networks

Author(s)Motevalli, Benyamin; Hyde, Lachlan; Fox, Bronwyn L., et al
TypeJournal article
Date Published2022
Date Created-

The pure and representative types of disordered platinum nanoparticles from machine learning

Author(s)Parker, Amanda J; Motevalli, Benyamin; Opletal, George, et al
TypeJournal article
Date Published26-Feb-2021
Date Created-

Safety-by-design using forward and inverse multi-target machine learning

Author(s)Li, Sichao; Barnard, Amanda
TypeJournal article
Date PublishedSep-2022
Date Created-

Selecting machine learning models for metallic nanoparticles

Author(s)Barnard, Amanda; Opletal, George
TypeJournal article
Date Published2020
Date Created-
J Phys Mater 3 (2020) 026001.pdf.jpg

Simulated nanoparticle assembly using protoparticles (SNAP)

Author(s)Opletal, George; Golebiewski, Maciej; Barnard, Amanda
TypeJournal article
Date Published17-Mar-2020
Date Created-
Nanoscale 12 (2020) 19870.pdf.jpg

Simulating facet-dependent aggregation and assembly of distributions of polyhedral nanoparticles

Author(s)Opletal, George; Chang, Shery L; Barnard, Amanda
TypeJournal article
Date Published14-Oct-2020
Date Created-

Simulating Facet‐Dependent Aggregation and Assembly of Mixtures of Polyhedral Nanoparticles

Author(s)Opletal, George; Barnard, Amanda
TypeJournal article
Date Published2021
Date Created-

Simulating Facet‐Dependent Aggregation and Assembly of Mixtures of Polyhedral Nanoparticles

Author(s)Opletal, George; Barnard, Amanda
TypeJournal article
Date Published17-Oct-2021
Date Created-
Add Manufact 46 (2021) 102089.pdf.jpg

Towards developing multiscale-multiphysics models and their surrogates for digital twins of metal additive manufacturing

Author(s)Gunasegaram, D.R.; Murphy, A.B.; Barnard, Amanda, et al
TypeJournal article
Date Published2021
Date Created-

A typology of longitudinal integrated clerkships

Author(s)Worley, Paul; Couper, I; Strasser, R, et al
TypeJournal article
Date Published2016
Date Created-

Understanding and predicting the cause of defects in graphene oxide nanostructures using machine learning.

Author(s)Motevalli, Benyamin; Sun, Baichuan; Barnard, Amanda
TypeJournal article
Date Published8-Mar-2020
Date Created-

Unsupervised structure classes vs. supervised property classes of silicon quantum dots using neural networks

Author(s)Parker, Amanda; Barnard, Amanda
TypeJournal article
Date Published2021
Date Created-

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