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Tri Minh Nguyen
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GraphDTA: predicting drug–target binding affinity with graph neural networks
T Nguyen, H Le, TP Quinn, T Nguyen, TD Le, S Venkatesh
Bioinformatics 37 (8), 1140-1147, 2021
7502021
Gefa: early fusion approach in drug-target affinity prediction
TM Nguyen, T Nguyen, TM Le, T Tran
IEEE/ACM transactions on computational biology and bioinformatics 19 (2 …, 2021
712021
Mitigating cold start problems in drug-target affinity prediction with interaction knowledge transferring
TM Nguyen, T Nguyen, T Tran
Briefings in Bioinformatics, 2022
172022
Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction
TM Nguyen, TP Quinn, T Nguyen, T Tran
ICML'21 Workshop on Interpretable Machine Learning in Healthcare, 2021
152021
Saliency detection in human crowd images of different density levels using attention mechanism
MT Nguyen, P Siritanawan, K Kotani
Signal Processing: Image Communication 88, 115976, 2020
142020
The application of machine learning in micrometeoroid and orbital debris impact protection and risk assessment for spacecraft
S Ryan, NM Sushma, H Le, AVA Kumar, J Berk, TM Nguyen, S Rana, ...
International Journal of Impact Engineering 181, 104727, 2023
62023
Explaining black box drug target prediction through model agnostic counterfactual samples
TM Nguyen, TP Quinn, T Nguyen, T Tran
IEEE/ACM Transactions on Computational Biology and Bioinformatics 20 (2 …, 2022
62022
Learning to discover medicines
MT Nguyen, T Nguyen, T Tran
International Journal of Data Science and Analytics 16 (3), 301-316, 2023
32023
Hierarchical GFlownet for Crystal Structure Generation
TM Nguyen, SA Tawfik, T Tran, S Gupta, S Rana, S Venkatesh
AI for Accelerated Materials Design-NeurIPS 2023 Workshop, 2023
22023
Enabling discovery of materials through enhanced generalisability of deep learning models
SA Tawfik, TM Nguyen, SP Russo, T Tran, S Gupta, S Venkatesh
arXiv preprint arXiv:2402.10931, 2024
12024
Saliency Map Extraction in Human Crowd RGB Data
MT Nguyen, P Siritanawan, K Kotani
2019 58th Annual Conference of the Society of Instrument and Control …, 2019
12019
Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks
TM Nguyen, SA Tawfik, T Tran, S Gupta, S Rana, S Venkatesh
arXiv preprint arXiv:2411.04323, 2024
2024
Scale matters: simulation of nanoscopic dendrite initiation in the lithium solid electrolyte interphase using a machine learning potential
SA Tawfik, L La, T Nguyen, T Tran, S Gupta, S Venkatesh
ChemRxiv. 2024; doi:10.26434/chemrxiv-2024-86s6m, 2024
2024
Embedding material graphs using the electron-ion potential: Application to material fracture
SV Sherif Abdulkader Tawfik, Tri Minh Nguyen, Salvy P Russo, Truyen Tran ...
Digital Discovery, 2024
2024
Early Cycle Life Prediction of Lithium-Metal Batteries with the Aid of Machine Learning
M Eftekharnia, T Nguyen, M Forsyth, T Tran, PC Howlett, R Kerr
Available at SSRN 4693277, 2024
2024
Causality-aided Recommendation Systems
T Nguyen, A Mohammed, B Duong, T Nguyen
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
2022
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Articles 1–16