国家/地区 Usa（8）
关键词 MOLECULAR DYNAMIC（4） DEFECT（3） GRAPHENE（3）
MACHINE LEARNING（3） GRAPHENE OXIDE（2） MECHANICAL PROPERTI.（2）
NANOMATERIAL（2）
出版物
出版时间 2020（4） 2021（3）
机构 UNIV CALIF B.（4）
作者 ZHENG BW（10）

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

Synergistic Effects on Incorporation of beta-Tricalcium Phosphate and Graphene Oxide Nanoparticles to Silk Fibroin/Soy Protein Isolate Scaffolds for Bone Tissue Engineering

POLYMERS

LIU F, LIU C, ZHENG BW, HE J, LIU J, CHEN C, LEE IS, WANG XH, LIU Y

Tuning the graphene mechanical anisotropy via defect engineering

CARBON

ZHENG BW, GU GX

Tailoring a two-dimensional graphene oxide surface: dual T-1 and T-2 MRI contrast agent materials

JOURNAL OF MATERIALS CHEMISTRY B

PENG E, WANG FH, TAN SH, ZHENG BW, LI SFY, XUE JM

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