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T

Truyen Tran

Deakin University

34H-index
293Paper Count
6.7KCitation Count
Published Papers 44
Publication Date
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The Stability and Electronic Structure of Anti-MXenes
errThe Journal of Physical Chemistry C
IF3.2
err2025-11-04
err0
PREAI
errLinh La; Salvy P. Russo; Truyen Tran; Svetha Venkatesh; Sherif Abdulkader Tawfik
errShare
errSave
Physics-informed Machine Learning for Medical Image Analysis
errACM Computing Surveys
IF28
err2025-10-07
err0
PREAI
errChayan Banerjee; Kien Nguyen; Olivier Salvado; Truyen Tran; Clinton Fookes
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errSave
Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks
errDigital Discovery
IF5.6
err2025-10-02
err0
errOAAI
errTri Minh Nguyen; Sherif Abdulkader Tawfik; Truyen Tran; Sunil Gupta; Santu Rana; Svetha Venkatesh
errShare
errSave
Impact of chirality on nanotube fracture strain: comprehensive machine learning potential calculations
errNanoscale
IF5.1
err2025-09-20
err0
PREAI
errSherif Abdulkader Tawfik; Tri Minh Nguyen; Truyen Tran; Sunil Gupta; Svetha Venkatesh
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errSave
The search for superionic solid-state electrolytes using a physics-informed generative model
errMater. Horiz.
IF10.7
err2025-08-26
err0
PREAI
errTri Minh Nguyen ‡; Sherif Abdulkader Tawfik ‡; Truyen Tran; Sunil Gupta; Santu Rana; Svetha Venkatesh
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errSave
Towards universal early screening for cerebral palsy: a roadmap for automated General Movements Assessment
erreClinicalMedicine
IF10
err2025-07-22
err0
PREAI
errAlicia J. Spittle; Peter B. Marschik; Lars Adde; Nadia Badawi; Rachel Byrne; Arend F. Bos; Alain Chatelin; John Coughlan; Francesca Fedeli; Andrea Guzzetta; Edmond S.L. Ho; Michelle J. Johnson; Amanda Kwong; Alistair McEwan; Catherine Morgan; Anderson Mughogho; Deirdre M. Murray; Silvia Orlandi; Colleen Peyton; Laura A. Prosser; Anina Ritterband-Rosenbaum; Truyen Tran; Dajie Zhang; Elyse Passmore
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errSave
Early Cycle Life Prediction of Lithium-Metal Batteries with the Aid of Machine Learning
errBatteries & Supercaps
IF4.7
err2025-07-17
err0
errOAAI
errMojtaba Eftekharnia; Tri Nguyen; Maria Forsyth; Truyen Tran; Patrick C. Howlett; Robert Kerr
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errSave
Machine learning-integrated modeling of thermal properties and relaxation dynamics in metallic glasses
errMATERIALS TODAY COMMUNICATIONS
IF4.5
err2025-04-01
err0
PREAI
errQue, Ngo T.; Phan, Anh D.; Tran, Truyen; Huy, Pham T.; Trang, Mai X.; Luong, Thien V.
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errSave
PID3Net: a deep learning approach for single-shot coherent X-ray diffraction imaging of dynamic phenomena
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2025-03-12
err1
errOAAI
errVu, Tien-Sinh; Ha, Minh-Quyet; Bachtiar, Adam Mukharil; Dao, Duc-Anh; Tran, Truyen; Kino, Hiori; Takazawa, Shuntaro; Ishiguro, Nozomu; Sasaki, Yuhei; Abe, Masaki; Uematsu, Hideshi; Okawa, Naru; Ozaki, Kyosuke; Kobayashi, Kazuo; Honjo, Yoshiaki; Nishino, Haruki; Joti, Yasumasa; Hatsui, Takaki; Takahashi, Yukio
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errSave
Predicting the risk of diabetes complications using machine learning and social administrative data in a country with ethnic inequities in health: Aotearoa New Zealand (vol 24, 274, 2024)
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2024-10-21
err0
errOAAI
errNghiem, Nhung; Wilson, Nick; Krebs, Jeremy; Tran, Truyen
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errSave
Predicting the risk of diabetes complications using machine learning and social administrative data in a country with ethnic inequities in health: Aotearoa New Zealand
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2024-09-27
err0
errOAAI
errNghiem, Nhung; Wilson, Nick; Krebs, Jeremy; Tran, Truyen
errShare
errSave
Learning evolving relations for multivariate time series forecasting
errAPPLIED INTELLIGENCE
IF3.5
err2024-03-15
err3
errOAAI
errNguyen-Thai, Binh; Le, Vuong; Tieu, Ngoc-Dung T.; Tran, Truyen; Venkatesh, Svetha; Ramzan, Naeem
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errSave
Embedding material graphs using the electron-ion potential: application to material fracture
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err2
errOAAI
errTawfik, Sherif Abdulkader; Nguyen, Tri Minh; Russo, Salvy P.; Tran, Truyen; Gupta, Sunil; Venkatesh, Svetha
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errSave
Towards understanding structure-property relations in materials with interpretable deep learning
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-12-07
err8
errOAAI
errVu, Tien-Sinh; Ha, Minh-Quyet; Nguyen, Duong-Nguyen; Nguyen, Viet-Cuong; Abe, Yukihiro; Tran, Truyen; Tran, Huan; Kino, Hiori; Miyake, Takashi; Tsuda, Koji; Dam, Hieu-Chi
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errSave
Balanced Q-learning: Combining the influence of optimistic and pessimistic targets
errartificial intelligence review
IF4.6
err2023-12-01
err4
errOAAI
errKarimpanal, Thommen George; Le, Hung; Abdolshah, Majid; Rana, Santu; Gupta, Sunil; Tran, Truyen; Venkatesh, Svetha
errShare
errSave
Robust and Interpretable General Movement Assessment Using Fidgety Movement Detection
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-10-01
err2
PREAI
errMorais, Romero; Le, Vuong; Morgan, Catherine; Spittle, Alicia; Badawi, Nadia; Valentine, Jane; Hurrion, Elizabeth M.; Dawson, Paul A.; Tran, Truyen; Venkatesh, Svetha
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errSave
Explaining Black Box Drug Target Prediction Through Model Agnostic Counterfactual Samples
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2023-03-01
err3
PREAI
errNguyen, Tri Minh; Quinn, Thomas P.; Nguyen, Thin; Tran, Truyen
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errSave
Learning to discover medicines
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2022-11-18
err4
errOAAI
errNguyen, Minh-Tri; Nguyen, Thin; Tran, Truyen
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errSave
Machine Learning-Aided Exploration of Ultrahard Materials
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2022-09-13
err3
PREAI
errTawfik, Sherif Abdulkader; Nguyen, Phuoc; Tran, Truyen; Walsh, Tiffany R.; Venkatesh, Svetha
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errSave
Mitigating cold-start problems in drug-target affinity prediction with interaction knowledge transferring
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2022-07-05
err10
errOAAI
errNguyen, Tri Minh; Nguyen, Thin; Tran, Truyen
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
M
Michael Berk
H-index: 155 · Papers: 2.2K
M
Marion Leboyer
H-index: 130 · Papers: 1.2K
R
Robert H. Yolken
H-index: 111 · Papers: 849
M
Maria Forsyth
H-index: 106 · Papers: 1.2K
T
Thomas P. Quinn
H-index: 85 · Papers: 507
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