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Pham, Tien-Lam
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1

Learnable features for predicting properties of metal-organ..:

Nguyen, Van-Quyen ; Le, Phuoc-Anh ; Nguyen, Phi Long...
Cell Reports Physical Science.  , 2024
Link: https://doi.org/10.1016/..
 
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2

Pairwise interactions for potential energy surfaces and ato..:

Nguyen, Van-Quyen ; Nguyen, Viet-Cuong ; Nguyen, Tien-Cuong..
Computational Materials Science.  209 (2022)  - p. 111379 , 2022
Link: https://doi.org/10.1016/..
 
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3

Learning hidden chemistry with deep neural networks:

Nguyen, Tien-Cuong ; Nguyen, Van-Quyen ; Ngo, Van-Linh..
Computational Materials Science.  200 (2021)  - p. 110784 , 2021
Link: https://doi.org/10.1016/..
 
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4

Explainable machine learning for materials discovery: predi..:

Pham, Tien-Lam ; Nguyen, Duong-Nguyen ; Ha, Minh-Quyet...
IUCrJ.  7 (2020)  6 - p. 1036-1047 , 2020
Link: https://doi.org/10.1107/..
 
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5

A regression-based model evaluation of the Curie temperatur..:

Nguyen, Duong-Nguyen ; Pham, Tien-Lam ; Nguyen, Viet-Cuong...
Journal of Physics: Conference Series.  1290 (2019)  1 - p. 012009 , 2019
Link: https://doi.org/10.1088/..
 
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6

Application of materials informatics on crystalline materia..:

Nguyen, Van-Doan ; Pham, Tien-Lam ; Dam, Hieu-Chi
Computational Materials Science.  166 (2019)  - p. 155-161 , 2019
Link: https://doi.org/10.1016/..
 
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7

Corrigendum: Ensemble learning reveals dissimilarity betwee..:

Nguyen, Duong-Nguyen ; Pham, Tien-Lam ; Nguyen, Viet-Cuong...
Journal of Physics: Materials.  3 (2019)  1 - p. 019501 , 2019
Link: https://doi.org/10.1088/..
 
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8

Ensemble learning reveals dissimilarity between rare-earth ..:

Nguyen, Duong-Nguyen ; Pham, Tien-Lam ; Nguyen, Viet-Cuong...
Journal of Physics: Materials.  2 (2019)  3 - p. 034009 , 2019
Link: https://doi.org/10.1088/..
 
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9

Learning Materials Properties from Orbital Interactions:

Pham, Tien-Lam ; Dang, Tran-Thai ; Nguyen, Van-Doan...
Journal of Physics: Conference Series.  1290 (2019)  1 - p. 012012 , 2019
Link: https://doi.org/10.1088/..
 
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10

Committee machine that votes for similarity between materia..:

Nguyen, Duong-Nguyen ; Pham, Tien-Lam ; Nguyen, Viet-Cuong...
IUCrJ.  5 (2018)  6 - p. 830-840 , 2018
Link: https://doi.org/10.1107/..
 
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11

Learning structure-property relationship in crystalline mat..:

Pham, Tien-Lam ; Nguyen, Nguyen-Duong ; Nguyen, Van-Doan...
The Journal of Chemical Physics.  148 (2018)  20 - p. , 2018
Link: https://doi.org/10.1063/..
 
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12

Node-aware convolution in Graph Neural Networks for Predict..:

, In: 2020 12th International Conference on Knowledge and Systems Engineering (KSE),
Pham Van, Linh Le ; Bach Tran, Quang ; Pham, Tien Lam. - p. 120-125 , 2020
Link: https://doi.org/10.1109/..
 
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13

Novel mixture model for the representation of potential ene..:

Pham, Tien Lam ; Kino, Hiori ; Terakura, Kiyoyuki..
The Journal of Chemical Physics.  145 (2016)  15 - p. , 2016
Link: https://doi.org/10.1063/..
 
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14

A study on carbon nanotube titanium dioxide hybrids: experi..:

Nguyen, Minh Thuy ; Nguyen, Cao Khang ; Phuong Vu, Thi Mai...
Advances in Natural Sciences: Nanoscience and Nanotechnology.  5 (2014)  4 - p. 045018 , 2014
Link: https://doi.org/10.1088/..
 
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15

Data mining for materials design: A computational study of ..:

Dam, Hieu Chi ; Pham, Tien Lam ; Ho, Tu Bao..
The Journal of Chemical Physics.  140 (2014)  4 - p. , 2014
Link: https://doi.org/10.1063/..
 
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