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H

Hieu‐Chi Dam

japan advanced institute of science & technology (jaist)

25H指数
165论文数
1.9K被引数
收录论文 30
发表时间
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From Data to Discovery: Challenges and Solutions in AI-Driven Materials Science从数据到发现：人工智能驱动材料科学中的挑战与解决方案
errJournal of the Physical Society of Japan
IF2.2
err2026-04-15
err0
PREAI
errDam, Hieu-Chi; Kino, Hiori; Miyake, Takashi
err分享
err收藏
Crystallography as language: transforming structural data into textual description for LLM-aided materials discovery晶体学作为语言：将结构数据转化为文本描述以辅助LLM驱动的材料发现
errMolecular Physics
IF1.8
err2026-01-01
err0
PREAI
errLe, Dinh-Khiet; Ha, Minh-Quyet; Nguyen, Tien-Dat; Nguyen, Viet-Ha; Dam, Hieu-Chi
err分享
err收藏
Attention-based machine learning analysis of Pt-SWNT structure and catalysis基于注意力机制的机器学习对Pt-SWNT结构与催化作用的分析
errMolecular Physics
IF1.8
err2026-01-01
err0
PREAI
errVu, Tien-Sinh; Ha, Minh-Quyet; Dam, Hieu-Chi
err分享
err收藏
Beyond Interpolation: Integration of Data and AI-Extracted Knowledge for High-Entropy Alloy Discovery超越插值：数据与AI提取知识融合在高位熵合金发现中的应用
errDigital Discovery
IF5.6
err2025-12-20
err0
errOAAI
errMinh Quyet Ha; Dinh-Khiet Le; Viet-Cuong Nguyen; Hiori Kino; Stefano Curtarolo; Hieu-Chi Dam
err分享
err收藏
A tensor-based approach to Dempster-Shafer computing for evidence combination基于张量的Dempster-Shafer证据组合计算方法
errNeurocomputing
IF6.5
err2025-12-13
err0
errOAAI
errToan Nguyen-Mau; Hieu-Chi Dam; Van-Nam Huynh
err分享
err收藏
Material dynamics analysis with deep generative model基于深度生成模型的材料动力学分析
errDigital Discovery
IF5.6
err2025-10-21
err0
errOAAI
errDuc-Anh Dao; Minh-Quyet Ha; Tien-Sinh Vu; Shuntaro Takazawa; Nozomu Ishiguro; Yukio Takahashi; Suzuki Masato; Takashi Kakubo; Naoya Amino; Hirosuke Matsui; Mizuki Tada; Hieu-Chi Dam
err分享
err收藏
A Data-Science Approach to Experimental Catalyst Discovery: Integrating Exploration, Exploitation, and Serendipity数据科学方法在实验催化剂发现中的应用：整合探索、利用与偶发机遇
errACS CATALYSIS
IF13.1
err2025-05-08
err0
PREAI
errNakanowatari, S; Takahashi, K; Dam, HC; Taniike, T
err分享
err收藏
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
err分享
err收藏
Three-Dimensional Visualization of Adsorption Distribution in a Single Crystalline Particle of a Metal-Organic Framework
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2024-03-26
err0
errOAAI
errYamada, Emina; Sakamoto, Hirotoshi; Matsui, Hirosuke; Uruga, Tomoya; Sugimoto, Kunihisa; Ha, Minh-Quyet; Dam, Hieu-Chi; Matsuda, Ryotaro; Tada, Mizuki
err分享
err收藏
Towards understanding structure-property relations in materials with interpretable deep learning通过可解释的深度学习理解材料中的结构-属性关系
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
err分享
err收藏
Machine learning-derived reaction statistics for 3D spectroimaging of copper sulfidation in heterogeneous rubber/brass composites
errCOMMUNICATIONS MATERIALS
IF9.6
err2023-11-06
err2
errOAAI
errMatsui, Hirosuke; Muramoto, Yuta; Niwa, Ryusei; Kakubo, Takashi; Amino, Naoya; Uruga, Tomoya; Ha, Minh-Quyet; Dinh, Duy-Tai; Dam, Hieu-Chi; Tada, Mizuki
err分享
err收藏
Coupling x-ray photon correlation spectroscopy and dynamic coherent x-ray diffraction imaging: Particle motion analysis from nano-to-micrometer scale
errPHYSICAL REVIEW RESEARCH
IF4.2
err2023-11-03
err9
errOAAI
errTakazawa, Shuntaro; Dao, Duc-Anh; Abe, Masaki; Uematsu, Hideshi; Ishiguro, Nozomu; Hoshino, Taiki; Dam, Hieu Chi; Takahashi, Yukio
err分享
err收藏
Explainable active learning in investigating structure-stability of SmFe12-α-βXαYβ structures X, Y =(Mo, Zn, Co, Cu, Ti, Al, Ga}
errMRS BULLETIN
IF4.9
err2022-09-01
err8
errOAAI
errDuong-Nguyen Nguyen; Kino, Hiori; Miyake, Takashi; Hieu-Chi Dam
err分享
err收藏
Evidence-based recommender system for high-entropy alloys基于证据的高熵合金推荐系统
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2021-07-19
err17
errOAAI
errMinh-Quyet Ha; Duong-Nguyen Nguyen; Viet-Cuong Nguyen; Nagata, Takahiro; Chikyow, Toyohiro; Kino, Hiori; Miyake, Takashi; Denoeux, Thierry; Van-Nam Huynh; Dam, Hieu-Chi
err分享
err收藏
Visualization of Structural Heterogeneities in Particles of Lithium Nickel Manganese Oxide Cathode Materials by Ptychographic X-ray Absorption Fine Structure
errJOURNAL OF PHYSICAL CHEMISTRY LETTERS
IF4.6
err2021-06-17
err12
PREAI
errUematsu, Hideshi; Ishiguro, Nozomu; Abe, Masaki; Takazawa, Shuntaro; Kang, Jungmin; Hosono, Eiji; Nguyen, Nguyen Duong; Dam, Hieu Chi; Okubo, Masashi; Takahashi, Yukio
err分享
err收藏
Boron cage effects on Nd-Fe-B crystal structure's stability
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2020-09-17
err4
errOAAI
errNguyen, Duong-Nguyen; Dao, Duc-Anh; Miyake, Takashi; Dam, Hieu-Chi
err分享
err收藏
Application of materials informatics on crystalline materials for two-body terms approximation材料信息学在晶体材料二体项近似中的应用
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2019-08-01
err1
errOAAI
errVan-Doan Nguyen; Tien-Lam Pham; Dam, Hieu-Chi
err分享
err收藏
Pt-Co/C Cathode Catalyst Degradation in a Polymer Electrolyte Fuel Cell Investigated by an Infographic Approach Combining Three-Dimensional Spectroimaging and Unsupervised Learning
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2019-07-10
err31
PREAI
errTan, Yuanyuan; Matsui, Hirosuke; Ishiguro, Nozomu; Uruga, Tomoya; Duong-Nguyen Nguyen; Sekizawa, Oki; Sakata, Tomohiro; Maejima, Naoyuki; Higashi, Kotaro; Dam, Hieu Chi; Tada, Mizuki
err分享
err收藏
Oxygen-diffusion-driven oxidation behavior and tracking areas visualized by X-ray spectro-ptychography with unsupervised learning通过无监督学习的x射线光谱图可视化氧扩散驱动的氧化行为和跟踪区域
errCOMMUNICATIONS CHEMISTRY
IF6.2
err2019-04-26
err32
errOAAI
errHirose, Makoto; Ishiguro, Nozomu; Shimomura, Kei; Duong-Nguyen Nguyen; Matsui, Hirosuke; Dam, Hieu Chi; Tada, Mizuki; Takahashi, Yukio
err分享
err收藏
Learning structure-property relationship in crystalline materials: A study of lanthanide-transition metal alloys
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2018-05-24
err30
PREAI
errTien-Lam Pham; Nguyen-Duong Nguyen; Van-Doan Nguyen; Kino, Hiori; Miyake, Takashi; Dam, Hieu-Chi
err分享
err收藏

研究方向

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合作学者
合作期刊
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Ryotaro Matsuda
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N
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K
Kiyoyuki Terakura
H 指数: 56 · 论文数: 344
T
Thierry Denœux
H 指数: 55 · 论文数: 392
K
Koji Tsuda
H 指数: 55 · 论文数: 410
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