Orbital-free density functional theory: An attractive electronic structure method for large-scale first-principles simulations

W Mi, K Luo, SB Trickey, M Pavanello - Chemical Reviews, 2023 - ACS Publications
Kohn–Sham Density Functional Theory (KSDFT) is the most widely used electronic structure
method in chemistry, physics, and materials science, with thousands of calculations cited …

From DFT to machine learning: recent approaches to materials science–a review

GR Schleder, ACM Padilha, CM Acosta… - Journal of Physics …, 2019 - iopscience.iop.org
Recent advances in experimental and computational methods are increasing the quantity
and complexity of generated data. This massive amount of raw data needs to be stored and …

The Open Quantum Materials Database (OQMD): assessing the accuracy of DFT formation energies

S Kirklin, JE Saal, B Meredig, A Thompson… - npj Computational …, 2015 - nature.com
Abstract The Open Quantum Materials Database (OQMD) is a high-throughput database
currently consisting of nearly 300,000 density functional theory (DFT) total energy …

Visible-light driven heterojunction photocatalysts for water splitting–a critical review

SJA Moniz, SA Shevlin, DJ Martin, ZX Guo… - Energy & Environmental …, 2015 - pubs.rsc.org
Solar driven catalysis on semiconductors to produce clean chemical fuels, such as
hydrogen, is widely considered as a promising route to mitigate environmental issues …

Band Edge Energies and Excitonic Transition Probabilities of Colloidal CsPbX3 (X = Cl, Br, I) Perovskite Nanocrystals

VK Ravi, GB Markad, A Nag - ACS Energy Letters, 2016 - ACS Publications
Colloidal CsPbX3 (X= Cl, Br, and I) nanocrystals have recently emerged as preferred
materials for light-emitting diodes, along with opportunities for photovoltaic applications …

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 …

Materials design and discovery with high-throughput density functional theory: the open quantum materials database (OQMD)

JE Saal, S Kirklin, M Aykol, B Meredig, C Wolverton - Jom, 2013 - Springer
High-throughput density functional theory (HT DFT) is fast becoming a powerful tool for
accelerating materials design and discovery by the amassing tens and even hundreds of …

Vapour phase growth and grain boundary structure of molybdenum disulphide atomic layers

S Najmaei, Z Liu, W Zhou, X Zou, G Shi, S Lei… - Nature materials, 2013 - nature.com
Single-layered molybdenum disulphide with a direct bandgap is a promising two-
dimensional material that goes beyond graphene for the next generation of nanoelectronics …

Strain and structure heterogeneity in MoS2 atomic layers grown by chemical vapour deposition

Z Liu, M Amani, S Najmaei, Q Xu, X Zou, W Zhou… - Nature …, 2014 - nature.com
Monolayer molybdenum disulfide (MoS2) has attracted tremendous attention due to its
promising applications in high-performance field-effect transistors, phototransistors …

Density functional perturbation theory for gated two-dimensional heterostructures: Theoretical developments and application to flexural phonons in graphene

T Sohier, M Calandra, F Mauri - Physical Review B, 2017 - APS
The ability to perform first-principles calculations of electronic and vibrational properties of
two-dimensional heterostructures in a field-effect setup is crucial for the understanding and …