Gaussian process regression for materials and molecules

VL Deringer, AP Bartók, N Bernstein… - Chemical …, 2021‏ - ACS Publications
We provide an introduction to Gaussian process regression (GPR) machine-learning
methods in computational materials science and chemistry. The focus of the present review …

Borophene as a prototype for synthetic 2D materials development

AJ Mannix, Z Zhang, NP Guisinger, BI Yakobson… - Nature …, 2018‏ - nature.com
The synthesis of 2D materials with no analogous bulk layered allotropes promises a
substantial breadth of physical and chemical properties through the diverse structural …

Borophene synthesis beyond the single-atomic-layer limit

X Liu, Q Li, Q Ruan, MS Rahn, BI Yakobson… - Nature materials, 2022‏ - nature.com
Abstract Synthetic two-dimensional (2D) materials have no bulk counterparts and typically
exist as single atomic layers due to substrate-stabilized growth. Multilayer formation …

Fast and long‐lasting iron (III) reduction by boron toward green and accelerated fenton chemistry

P Zhou, W Ren, G Nie, X Li, X Duan… - Angewandte Chemie …, 2020‏ - Wiley Online Library
Generation of hydroxyl radicals in the Fenton system (FeII/H2O2) is seriously limited by the
sluggish kinetics of FeIII reduction and fast FeIII precipitation. Here, boron crystals (C‐Boron) …

Synthesis of borophenes: Anisotropic, two-dimensional boron polymorphs

AJ Mannix, XF Zhou, B Kiraly, JD Wood, D Alducin… - Science, 2015‏ - science.org
At the atomic-cluster scale, pure boron is markedly similar to carbon, forming simple planar
molecules and cage-like fullerenes. Theoretical studies predict that two-dimensional (2D) …

A novel top‐down synthesis of ultrathin 2D boron nanosheets for multimodal imaging‐guided cancer therapy

X Ji, N Kong, J Wang, W Li, Y **ao, ST Gan… - Advanced …, 2018‏ - Wiley Online Library
Single atom nonmetal 2D nanomaterials have shown considerable potential in cancer
nanomedicines, owing to their intriguing properties and biocompatibility. Herein, ultrathin …

Experimental realization of two-dimensional boron sheets

B Feng, J Zhang, Q Zhong, W Li, S Li, H Li, P Cheng… - Nature …, 2016‏ - nature.com
A variety of two-dimensional materials have been reported in recent years, yet single-
element systems such as graphene and black phosphorus have remained rare. Boron …

Borophene synthesis on Au (111)

B Kiraly, X Liu, L Wang, Z Zhang, AJ Mannix… - ACS …, 2019‏ - ACS Publications
Borophene (the first two-dimensional (2D) allotrope of boron) is emerging as a
groundbreaking system for boron-based chemistry and, more broadly, the field of low …

Two-dimensional nanomaterials: fascinating materials in biomedical field

T Hu, X Mei, Y Wang, X Weng, R Liang, M Wei - Science Bulletin, 2019‏ - Elsevier
Due to their high anisotropy and chemical functions, two-dimensional (2D) nanomaterials
have attracted increasing interest and attention from various scientific fields, including …

Liquid‐phase exfoliation of nonlayered non‐van‐der‐waals crystals into nanoplatelets

H Kaur, JN Coleman - Advanced Materials, 2022‏ - Wiley Online Library
For nearly 15 years, researchers have been using liquid‐phase exfoliation (LPE) to produce
2D nanosheets from layered crystals. This has yielded multiple 2D materials in a solution …