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J

Julian Berk

Deakin University

6H-index
22Paper Count
158Citation Count
Published Papers 7
Publication Date
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Molecular design rules for wettability minimisation on grafted cellulose surfaces through human-machine teaming optimisation
errJournal of Colloid and Interface Science
IF9.7
err2026-07-01
err0
PREAI
errWang, Yuxiang; Nguyen, Tri Minh; Berk, Julian; Rana, Santu; Kiziltas, Alper; Blanchard, Patrick; Venkatesh, Svetha; Walsh, Tiffany R.
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Accelerated Discovery of Solid-State Electrolytes Using Bayesian Optimization
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2025-03-01
err0
PREAI
errTawfik, Sherif Abdulkader; Berk, Julian; Walsh, Tiffany R.; Rana, Santu; Venkatesh, Svetha
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errSave
Adaptive optimisation of explosive reactive armour for protection against kinetic energy and shaped charge threats
errDEFENCE TECHNOLOGY
IF5.9
err2024-10-01
err2
errOAAI
errMoldtmann, Philipp; Berk, Julian; Ryan, Shannon; Klavzar, Andreas; Limido, Jerome; Lange, Christopher; Rana, Santu; Venkatesh, Svetha
errShare
errSave
Machine learning for predicting the outcome of terminal ballistics events
errDEFENCE TECHNOLOGY
IF5.9
err2024-01-01
err7
errOAAI
errRyan, Shannon; Sushma, Neeraj Mohan; Kumar, A. V. Arun; Berk, Julian; Hashem, Tahrima; Rana, Santu; Venkatesh, Svetha
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errSave
The application of machine learning in micrometeoroid and orbital debris impact protection and risk assessment for spacecraft
errINTERNATIONAL JOURNAL OF IMPACT ENGINEERING
IF5.7
err2023-11-01
err6
errOAAI
errRyan, 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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errSave
A bayesian optimisation methodology for the inverse derivation of viscoplasticity model constants in high strain-rate simulations
errDEFENCE TECHNOLOGY
IF5.9
err2022-09-01
err6
errOAAI
errRyan, Shannon; Berk, Julian; Rana, Santu; McDonald, Brodie; Venkatesh, Svetha
errShare
errSave
Bayesian optimisation in unknown bounded search domains
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-05-01
err0
errOAAI
errBerk, Julian; Gupta, Sunil; Rana, Santu; Vu Nguyen; Venkatesh, Svetha
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
S
Svetha Venkatesh
H-index: 59 · Papers: 937
T
Tiffany R. Walsh
H-index: 53 · Papers: 244
A
Alper Kızıltaş
H-index: 36 · Papers: 104
S
Sherif Abdulkader Tawfik
H-index: 33 · Papers: 199
S
Shannon Ryan
H-index: 26 · Papers: 119
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