Julian Berk - Publications, H-index & Citations

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Julian Berk

Deakin University

6H-index

21Paper Count

158Citation Count

Published Papers 6

Publication Date

Accelerated Discovery of Solid-State Electrolytes Using Bayesian Optimization

JOURNAL OF PHYSICAL CHEMISTRY C

IF3.2

2025-03-01

PREAI

Tawfik, Sherif Abdulkader; Berk, Julian; Walsh, Tiffany R.; Rana, Santu; Venkatesh, Svetha

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Adaptive optimisation of explosive reactive armour for protection against kinetic energy and shaped charge threats

DEFENCE TECHNOLOGY

IF5.9

2024-10-01

OAAI

Moldtmann, Philipp; Berk, Julian; Ryan, Shannon; Klavzar, Andreas; Limido, Jerome; Lange, Christopher; Rana, Santu; Venkatesh, Svetha

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Machine learning for predicting the outcome of terminal ballistics events

DEFENCE TECHNOLOGY

IF5.9

2024-01-01

OAAI

Ryan, Shannon; Sushma, Neeraj Mohan; Kumar, A. V. Arun; Berk, Julian; Hashem, Tahrima; Rana, Santu; Venkatesh, Svetha

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The application of machine learning in micrometeoroid and orbital debris impact protection and risk assessment for spacecraft

INTERNATIONAL JOURNAL OF IMPACT ENGINEERING

IF5.7

2023-11-01

OAAI

Ryan, Shannon; Sushma, Neeraj Mohan; Le, Hung; Kumar, A. V. Arun; Berk, Julian; Nguyen, T. M.; Rana, Santu; Kandanaarachchi, Sevvandi; Venkatesh, Svetha

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A bayesian optimisation methodology for the inverse derivation of viscoplasticity model constants in high strain-rate simulations

DEFENCE TECHNOLOGY

IF5.9

2022-09-01

OAAI

Ryan, Shannon; Berk, Julian; Rana, Santu; McDonald, Brodie; Venkatesh, Svetha

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Bayesian optimisation in unknown bounded search domains

KNOWLEDGE-BASED SYSTEMS

IF7.6

2020-05-01

OAAI

Berk, Julian; Gupta, Sunil; Rana, Santu; Vu Nguyen; Venkatesh, Svetha

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Research Directions