Emerging chalcohalide materials for energy applications

UV Ghorpade, MP Suryawanshi, MA Green… - Chemical …, 2022 - ACS Publications
Semiconductors with multiple anions currently provide a new materials platform from which
improved functionality emerges, posing new challenges and opportunities in material …

Insulators for 2D nanoelectronics: the gap to bridge

YY Illarionov, T Knobloch, M Jech, M Lanza… - Nature …, 2020 - nature.com
Nanoelectronic devices based on 2D materials are far from delivering their full theoretical
performance potential due to the lack of scalable insulators. Amorphous oxides that work …

Data‐Driven Materials Innovation and Applications

Z Wang, Z Sun, H Yin, X Liu, J Wang, H Zhao… - Advanced …, 2022 - Wiley Online Library
Owing to the rapid developments to improve the accuracy and efficiency of both
experimental and computational investigative methodologies, the massive amounts of data …

Inverse design in search of materials with target functionalities

A Zunger - Nature Reviews Chemistry, 2018 - nature.com
Solid-state chemists have been consistently successful in envisioning and making new
compounds, often enlisting the tools of theoretical solid-state physics to explain some of the …

[HTML][HTML] Commentary: The Materials Project: A materials genome approach to accelerating materials innovation

A Jain, SP Ong, G Hautier, W Chen, WD Richards… - APL materials, 2013 - pubs.aip.org
Accelerating the discovery of advanced materials is essential for human welfare and
sustainable, clean energy. In this paper, we introduce the Materials Project (www …

[HTML][HTML] Synthesis, properties, applications, 3D printing and machine learning of graphene quantum dots in polymer nanocomposites

V Dananjaya, S Marimuthu, R Yang, AN Grace… - Progress in Materials …, 2024 - Elsevier
This comprehensive review discusses the recent progress in synthesis, properties,
applications, 3D printing and machine learning of graphene quantum dots (GQDs) in …

[HTML][HTML] Machine learning strategy for accelerated design of polymer dielectrics

A Mannodi-Kanakkithodi, G Pilania, TD Huan… - Scientific reports, 2016 - nature.com
The ability to efficiently design new and advanced dielectric polymers is hampered by the
lack of sufficient, reliable data on wide polymer chemical spaces and the difficulty of …

Prediction and accelerated laboratory discovery of previously unknown 18-electron ABX compounds

R Gautier, X Zhang, L Hu, L Yu, Y Lin, TOL Sunde… - Nature …, 2015 - nature.com
Chemists and material scientists have often focused on the properties of previously reported
compounds, but neglect numerous unreported but chemically plausible compounds that …

On-the-fly machine-learning for high-throughput experiments: search for rare-earth-free permanent magnets

AG Kusne, T Gao, A Mehta, L Ke, MC Nguyen, KM Ho… - Scientific reports, 2014 - nature.com
Advanced materials characterization techniques with ever-growing data acquisition speed
and storage capabilities represent a challenge in modern materials science and new …

New cubic perovskites for one-and two-photon water splitting using the computational materials repository

IE Castelli, DD Landis, KS Thygesen, S Dahl… - Energy & …, 2012 - pubs.rsc.org
A new efficient photoelectrochemical cell (PEC) is one of the possible solutions to the
energy and climate problems of our time. Such a device requires development of new …