Computational design of magnetic molecules and their environment using quantum chemistry, machine learning and multiscale simulations

A Lunghi, S Sanvito - Nature Reviews Chemistry, 2022 - nature.com
Having served as a playground for fundamental studies on the physics of d and f electrons
for almost a century, magnetic molecules are now becoming increasingly important for …

Open-source machine learning in computational chemistry

A Hagg, KN Kirschner - Journal of Chemical Information and …, 2023 - ACS Publications
The field of computational chemistry has seen a significant increase in the integration of
machine learning concepts and algorithms. In this Perspective, we surveyed 179 open …

Bright circularly polarized photoluminescence in chiral layered hybrid lead-halide perovskites

S Liu, M Kepenekian, S Bodnar, S Feldmann… - Science …, 2023 - science.org
Hybrid perovskite semiconductor materials are predicted to lock chirality into place and
encode asymmetry into their electronic states, while softness of their crystal lattice …

AtomAI framework for deep learning analysis of image and spectroscopy data in electron and scanning probe microscopy

M Ziatdinov, A Ghosh, CY Wong… - Nature Machine …, 2022 - nature.com
Over the past several decades, electron and scanning probe microscopes have become
critical components of condensed matter physics, materials science and chemistry research …

2D molybdenum carbide MXenes for enhanced selective detection of humidity in air

H Pazniak, AS Varezhnikov, DA Kolosov… - Advanced …, 2021 - Wiley Online Library
Abstract 2D transition metal carbides and nitrides (MXenes) open up novel opportunities in
gas sensing with high sensitivity at room temperature. Herein, 2D Mo2CTx flakes with high …

A perspective on sustainable computational chemistry software development and integration

R Di Felice, ML Mayes, RM Richard… - Journal of chemical …, 2023 - ACS Publications
The power of quantum chemistry to predict the ground and excited state properties of
complex chemical systems has driven the development of computational quantum chemistry …

[HTML][HTML] GPAW: An open Python package for electronic structure calculations

JJ Mortensen, AH Larsen, M Kuisma… - The Journal of …, 2024 - pubs.aip.org
We review the GPAW open-source Python package for electronic structure calculations.
GPAW is based on the projector-augmented wave method and can solve the self-consistent …

Mechanistic study of lithium-ion battery cathode recycling using deep eutectic solvents

SH Alhashim, S Bhattacharyya, R Tromer… - ACS Sustainable …, 2023 - ACS Publications
The colossal increase in the use of Lithium-ion batteries (LiBs) necessitates their efficient
recycling to ensure a steady supply of essential cathode materials, eg, Li, Co, and Ni, as well …

Zero-Dimensional Broadband Yellow Light Emitter (TMS)3Cu2I5 for Latent Fingerprint Detection and Solid-State Lighting

D Banerjee, DA Popy, BC Leininger… - … Applied Materials & …, 2023 - ACS Publications
We report a new hybrid organic-inorganic Cu (I) halide,(TMS) 3Cu2I5 (TMS=
trimethylsulfonium), which demonstrates high efficiency and stable yellow light emission with …

From NWChem to NWChemEx: Evolving with the computational chemistry landscape

K Kowalski, R Bair, NP Bauman, JS Boschen… - Chemical …, 2021 - ACS Publications
Since the advent of the first computers, chemists have been at the forefront of using
computers to understand and solve complex chemical problems. As the hardware and …