国家/地区 Usa（8）
关键词 MOLECULAR DYNAMIC（4） DEFECT（3） GRAPHENE（3）
MACHINE LEARNING（3） MECHANICAL PROPERTI.（2） NANOMATERIAL（2）
出版物
出版时间 2020（3） 2021（3）
机构 UNIV CALIF B.（4）
作者 ZHENG BW（8）

Machine Learning-Based Detection of Graphene Defects with Atomic Precision

NANOMICRO LETTERS

ZHENG BW, GU GX

Stress Field Characteristics and Collective Mechanical Properties of Defective Graphene

JOURNAL OF PHYSICAL CHEMISTRY C

ZHENG BW, GU GX

Recovery from mechanical degradation of graphene by defect enlargement

NANOTECHNOLOGY

ZHENG BW, GU GX

Tuning the graphene mechanical anisotropy via defect engineering

CARBON

ZHENG BW, GU GX

Scalable Graphene Defect Prediction Using Transferable Learning

NANOMATERIALS

ZHENG BW, ZHENG ZY, GU GX

Designing mechanically tough graphene oxide materials using deep reinforcement learning

NPJ COMPUTATIONAL MATERIALS

ZHENG BW, ZHENG ZY, GU GX

Uncertainty quantification and prediction for mechanical properties of graphene aerogels via Gaussian process metamodels

NANO FUTURES

ZHENG BW, ZHENG ZY, GU GX

Prediction of Graphene Oxide Functionalization Using Gradient Boosting: Implications for Material Chemical Composition Identification

ACS APPLIED NANO MATERIALS

ZHENG BW, GU GX