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Tran Doan Huan

matmerize inc., atlanta, ga 30332, usa

38H-index
133Paper Count
7.1KCitation Count
Published Papers 70
Publication Date
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Polymer composites informatics for flammability; thermal; mechanical and electrical property predictions
errPolym. Chem.
IF3.9
err2025-08-21
err0
PREAI
errHuan Tran; Chiho Kim; Rishi Gurnani; Oliver Hvidsten; Justin DeSimpliciis; Rampi Ramprasad; Karim Gadelrab; Charles Tuffile; Nicola Molinari; Daniil Kitchaev; Mordechai Kornbluth
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errSave
Gas permeability, diffusivity, and solubility in polymers: simulation-experiment data fusion and multi-task machine learning (vol 10, 186, 2024)
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2025-01-23
err0
errOAAI
errPhan, Brandon K.; Shen, Kuan-Hsuan; Gurnani, Rishi; Tran, Huan; Lively, Ryan
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errSave
Superconductor Discovery in the Emerging Paradigm of Materials Informatics
errCHEMISTRY OF MATERIALS
IF7
err2024-11-08
err0
errOAAI
errTran, Huan; Dam, Hieu-Chi; Kuenneth, Christopher; Tuoc, Vu Ngoc; Kino, Hiori
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Design of functional and sustainable polymers assisted by artificial intelligence
errNATURE REVIEWS MATERIALS
IF86.2
err2024-08-19
err3
PREAI
errTran, Huan; Gurnani, Rishi; Kim, Chiho; Pilania, Ghanshyam; Kwon, Ha-Kyung; Lively, Ryan P.; Ramprasad, Rampi
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errSave
Gas permeability, diffusivity, and solubility in polymers: Simulation-experiment data fusion and multi-task machine learning
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-08-15
err4
errOAAI
errPhan, Brandon K.; Shen, Kuan-Hsuan; Gurnani, Rishi; Tran, Huan; Lively, Ryan; Ramprasad, Rampi
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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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Chemically Recyclable Polymer System Based on Nucleophilic Aromatic Ring-Opening Polymerization
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2023-06-12
err21
errOAAI
errSu, Yong-Liang; Yue, Liang; Tran, Huan; Xu, Mizhi; Engler, Anthony; Ramprasad, Rampi; Qi, H. Jerry; Gutekunst, Will R. R.
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errSave
Machine-learning approach for discovery of conventional superconductors
errPHYSICAL REVIEW MATERIALS
IF3.4
err2023-05-31
err11
errOAAI
errTran, Huan; Vu, Tuoc N.
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errSave
Informatics-Driven Selection of Polymers for Fuel-Cell Applications
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2023-01-04
err5
errOAAI
errTran, Huan; Shen, Kuan-Hsuan; Shukla, Shivank; Kwon, Ha-Kyung; Ramprasad, Rampi
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errSave
Accelerating quantum molecular simulations
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2022-05-19
err0
PREAI
errTran, Huan
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errSave
Polymer Structure Predictor (PSP): A Python Toolkit for Predicting Atomic-Level Structural Models for a Range of Polymer Geometries
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2022-03-04
err19
PREAI
errSahu, Harikrishna; Shen, Kuan-Hsuan; Montoya, Joseph H.; Tran, Huan; Ramprasad, Rampi
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errSave
Probabilistic deep learning approach for targeted hybrid organic-inorganic perovskites
errPHYSICAL REVIEW MATERIALS
IF3.4
err2021-12-06
err7
errOAAI
errTuoc, Vu Ngoc; Nguyen, Nga T. T.; Sharma, Vinit; Huan, Tran Doan
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errSave
Strong Rashba-Dresselhaus Effect in Nonchiral 2D Ruddlesden-Popper Perovskites
errADVANCED OPTICAL MATERIALS
IF7.2
err2021-10-18
err22
errOAAI
errPham, Minh T.; Amerling, Eric; Ngo, Tu Anh; Luong, Hoang M.; Hansen, Kameron; Huy T Pham; Tuoc N Vu; Tran, Huan; Whittaker-Brooks, Luisa; Nguyen, Tho D.
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polyG2G: A Novel Machine Learning Algorithm Applied to the Generative Design of Polymer Dielectrics
errCHEMISTRY OF MATERIALS
IF7
err2021-08-31
err36
PREAI
errGurnani, Rishi; Kamal, Deepak; Tran, Huan; Sahu, Harikrishna; Scharm, Kenny; Ashraf, Usman; Ramprasad, Rampi
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Dielectric Polymers Tolerant to Electric Field and Temperature Extremes: Integration of Phenomenology, Informatics, and Experimental Validation
errACS APPLIED MATERIALS & INTERFACES
IF8.2
err2021-08-26
err27
PREAI
errWu, Chao; Chen, Lihua; Deshmukh, Ajinkya; Kamal, Deepak; Li, Zongze; Shetty, Pranav; Zhou, Jierui; Sahu, Harikrishna; Tran, Huan; Sotzing, Gregory; Ramprasad, Rampi; Cao, Yang
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errSave
Novel high voltage polymer insulators using computational and data-driven techniques
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2021-05-04
err15
errOAAI
errKamal, Deepak; Huan Tran; Kim, Chiho; Wang, Yifei; Chen, Lihua; Cao, Yang; Joseph, V. Roshan; Ramprasad, Rampi
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errSave
Polymer informatics: Current status and critical next steps
errMATERIALS SCIENCE & ENGINEERING R-REPORTS
IF26.8
err2021-04-01
err161
errOAAI
errChen, Lihua; Pilania, Ghanshyam; Batra, Rohit; Huan, Tran Doan; Kim, Chiho; Kuenneth, Christopher; Ramprasad, Rampi
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errSave
Polymer design using genetic algorithm and machine learning
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2021-01-01
err150
errOAAI
errKim, Chiho; Batra, Rohit; Chen, Lihua; Tran, Huan; Ramprasad, Rampi
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errSave
Polymers for Extreme Conditions Designed Using Syntax-Directed Variational Autoencoders
errCHEMISTRY OF MATERIALS
IF7
err2020-12-14
err63
errOAAI
errBatra, Rohit; Dai, Hanjun; Tran Doan Huan; Chen, Lihua; Kim, Chiho; Gutekunst, Will R.; Song, Le; Ramprasad, Rampi
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errSave
Novel cage-like nanoporous ZnO polymorphs with cubic lattice frameworks
errMATERIALS TODAY COMMUNICATIONS
IF4.5
err2020-09-01
err2
PREAI
errTuoc, Vu Ngoc; Lien, Le Thi Hong; Huan, Tran Doan; Thao, Nguyen Thi
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Research Directions

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Co-authors
Cooperation Journals
S
Steven L. Suib
H-index: 109 · Papers: 948
Y
Yong Ding
H-index: 100 · Papers: 358
王彧 cover
王彧 (Yu Wang)
H-index: 94 · Papers: 1.1K
H
H. Jerry Qi
H-index: 93 · Papers: 404
N
Nicola Marzari
H-index: 87 · Papers: 706
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