Mario Boley

MONASH UNIVERSITY

Australia

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Articles (6)

Year:

2024

Year:

2024

Year:

2023

Year:

2023

Year:

2023

Year:

2020

Collaborators (8)

Christopher Sutton

University of South Carolina

UNITED STATES

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Peter Benner

Adjunct Professor

Otto-von-Guericke Universität Magdeburg

GERMANY

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David Chalmers

MONASH UNIVERSITY

AUSTRALIA

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Christian Carbogno

Fritz-Haber-Institut der Max-Planck-Gesellschaft

GERMANY

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Rui Patrick Xian

University of California, San Francisco

UNITED STATES

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Philip Nakashima

MONASH UNIVERSITY

AUSTRALIA

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Paul J. Pigram

La Trobe University

AUSTRALIA

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Volker Blum

Associate Professor

Duke University

UNITED STATES

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Mario Boley

Research Interests

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Articles (6)

Roadmap on data-centric materials science

Graph Neural Network-Based Molecular Property Prediction with Patch Aggregation

Interpretable Machine Learning Models for Phase Prediction in Polymerization-Induced Self-Assembly

A machine learning approach for accelerated design of magnesium alloys. Part B: Regression and property prediction

A machine learning approach for accelerated design of magnesium alloys. Part A: Alloy data and property space

Identifying domains of applicability of machine learning models for materials science

Collaborators (8)

Christopher Sutton

Peter Benner

David Chalmers

Christian Carbogno

Rui Patrick Xian

Philip Nakashima

Paul J. Pigram

Volker Blum

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