Nihang Fu

university of south carolina

15H指数

46论文数

661被引数

收录论文 18

发表时间

Data-Driven Topological Analysis of Polymorphic Crystal Structures 基于数据的拓扑结构分析：多晶型晶体结构

The Journal of Physical Chemistry C

IF3.2

2026-03-06

PREAI

Sourin Dey; Nicholas Miklaucic; Sadman Sadeed Omee; Rongzhi Dong; Lai Wei; Qinyang Li; Nihang Fu; Jianjun Hu

TCSP 2.0: Template based crystal structure prediction with improved oxidation state prediction and chemistry heuristics TCSP 2.0：基于模板的晶体结构预测，具有改进的氧化态预测和化学启发式方法

Computational Materials Science

IF3.3

2025-10-24

PREAI

Lai Wei; Rongzhi Dong; Nihang Fu; Sadman Sadeed Omee; Jianjun Hu

Physical encoding improves OOD performance in deep learning materials property prediction

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2025-02-01

PREAI

Fu, Nihang; Omee, Sadman Sadeed; Hu, Jianjun

MD-HIT: Machine learning for material property prediction with dataset redundancy control

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-10-18

OAAI

Li, Qin; Fu, Nihang; Omee, Sadman Sadeed; Hu, Jianjun

Crystal Composition Transformer: Self-Learning Neural Language Model for Generative and Tinkering Design of Materials 晶体成分转换器: 用于材料生成和修补设计的自学习神经语言模型

ADVANCED SCIENCE

IF14.1

2024-08-05

OAAI

Wei, Lai; Li, Qinyang; Song, Yuqi; Stefanov, Stanislav; Dong, Rongzhi; Fu, Nihang; Siriwardane, Edirisuriya M. D.; Chen, Fanglin; Hu, Jianjun

Generative AI for Materials Discovery: Design Without Understanding

ENGINEERING

IF11.6

2024-08-01

OAAI

Hu, Jianjun; Li, Qin; Fu, Nihang

Structure-based out-of-distribution (OOD) materials property prediction: a benchmark study

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-07-04

OAAI

Omee, Sadman Sadeed; Fu, Nihang; Dong, Rongzhi; Hu, Ming; Hu, Jianjun

Realistic material property prediction using domain adaptation based machine learning

DIGITAL DISCOVERY

IF5.6

2024-01-01

OAAI

Hu, Jeffrey; Liu, David; Fu, Nihang; Dong, Rongzhi

Probabilistic generative transformer language models for generative design of molecules 用于分子生成设计的概率生成转换器语言模型

JOURNAL OF CHEMINFORMATICS

IF5.7

2023-09-25

OAAI

Wei, Lai; Fu, Nihang; Song, Yuqi; Wang, Qian; Hu, Jianjun

Composition Based Oxidation State Prediction of Materials Using Deep Learning Language Models

ADVANCED SCIENCE

IF14.1

2023-08-07

OAAI

Fu, Nihang; Hu, Jeffrey; Feng, Ying; Morrison, Gregory; Loye, Hans-Conrad Zur; Hu, Jianjun

Physics guided deep learning for generative design of crystal materials with symmetry constraints (vol 9, 38, 2023)

NPJ COMPUTATIONAL MATERIALS

IF11.9

2023-06-17

OAAI

Zhao, Yong; Siriwardane, Edirisuriya M. Dilanga; Wu, Zhenyao; Fu, Nihang; Al-Fahdi, Mohammed; Hu, Ming; Hu, Jianjun

Global Mapping of Structures and Properties of Crystal Materials

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2023-06-13

OAAI

Li, Qinyang; Dong, Rongzhi; Fu, Nihang; Omee, Sadman Sadeed; Wei, Lai; Hu, Jianjun

Physics guided deep learning for generative design of crystal materials with symmetry constraints

NPJ COMPUTATIONAL MATERIALS

IF11.9

2023-03-18

OAAI

Zhao, Yong; Siriwardane, Edirisuriya M. Dilanga; Wu, Zhenyao; Fu, Nihang; Al-Fahdi, Mohammed; Hu, Ming; Hu, Jianjun

Material transformers: deep learning language models for generative materials design 材料转换器: 生成材料设计的深度学习语言模型

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2023-01-05

OAAI

Fu, Nihang; Wei, Lai; Song, Yuqi; Li, Qinyang; Xin, Rui; Omee, Sadman Sadeed; Dong, Rongzhi; Siriwardane, Edirisuriya M. Dilanga; Hu, Jianjun

Materials synthesizability and stability prediction using a semi-supervised teacher-student dual neural network

DIGITAL DISCOVERY

IF5.6

2023-01-01

OAAI

Gleaves, Daniel; Fu, Nihang; Siriwardane, Edirisuriya M. Dilanga; Zhao, Yong; Hu, Jianjun

DeepXRD, a Deep Learning Model for Predicting XRD spectrum from Material Composition

ACS APPLIED MATERIALS & INTERFACES

IF8.2

2022-08-26

PREAI

Dong, Rongzhi; Zhao, Yong; Song, Yuqi; Fu, Nihang; Omee, Sadman Sadeed; Dey, Sourin; Li, Qinyang; Wei, Lai; Hu, Jianjun

Scalable deeper graph neural networks for high-performance materials property prediction 用于高性能材料性能预测的可扩展深层图神经网络

PATTERNS

IF7.4

2022-05-01

OAAI

Omee, Sadman Sadeed; Louis, Steph-Yves; Fu, Nihang; Wei, Lai; Dey, Sourin; Dong, Rongzhi; Li, Qinyang; Hu, Jianjun

TCSP: a Template-Based Crystal Structure Prediction Algorithm for Materials Discovery

INORGANIC CHEMISTRY

IF4.7

2022-04-14

PREAI

Wei, Lai; Fu, Nihang; Siriwardane, Edirisuriya M. D.; Yang, Wenhui; Omee, Sadman Sadeed; Dong, Rongzhi; Xin, Rui; Hu, Jianjun

研究方向