Visualizing energy landscapes through manifold learning

BWB Shires, CJ Pickard - Physical Review X, 2021 - APS
Energy landscapes provide a conceptual framework for structure prediction, and a detailed
understanding of their topological features is necessary to develop efficient methods for their …

Machine learning guided discovery of ternary compounds involving La and immiscible Co and Pb elements

R Wang, W **a, TJ Slade, X Fan, H Dong… - npj Computational …, 2022 - nature.com
Ternary compounds with an immiscible pair of elements are relatively unexplored but
promising for novel quantum materials discovery. Exploring what third element and its ratio …

[HTML][HTML] Ab initio random structure searching for battery cathode materials

Z Lu, B Zhu, BWB Shires, DO Scanlon… - The Journal of Chemical …, 2021 - pubs.aip.org
Cathodes are critical components of rechargeable batteries. Conventionally, the search for
cathode materials relies on experimental trial-and-error and a traversing of existing …

Crystal structure prediction of energetic materials and a twisted arene with Genarris and GAtor

I Bier, D O'Connor, YT Hsieh, W Wen, AM Hiszpanski… - …, 2021 - pubs.rsc.org
A molecular crystal structure prediction (CSP) workflow, based on the random structure
generator, Genarris, and the genetic algorithm (GA), GAtor, is applied to the energetic …

Discovering rare-earth-free magnetic materials through the development of a database

M Sakurai, R Wang, T Liao, C Zhang, H Sun, Y Sun… - Physical review …, 2020 - APS
We develop an open-access database that provides a large array of datasets specialized for
magnetic compounds as well as magnetic clusters. Our focus is on rare-earth-free magnets …

Accelerated Exploration of Empty Material Compositional Space: Mg–Fe–B Ternary Metal Borides

Z Zhang, S Chen, F Zheng, V Antropov… - Journal of the …, 2024 - ACS Publications
Borides are a family of materials with valuable properties for various applications. Their
diverse structures and compositions, yet disparity in the constituent chemical elements for …

Layered Li–Co–B as a Low-Potential Anode for Lithium-Ion Batteries

J Sun, R Wang, Z Ding, X Zhang, QR Zhang… - Inorganic …, 2023 - ACS Publications
An anode material is one of the key factors affecting the capacity, cycle, and rate (fast
charge) performance of lithium-ion batteries. Using the adaptive genetic algorithm, we found …

Venturing into Unexplored Phase Space: Synthesis, Structure, and Properties of MgCo3B2 Featuring a Rumpled Kagomé Network

P Oftedahl, NJ Parvez, Z Zhang, Y Sun… - Chemistry of …, 2024 - ACS Publications
MgCo3B2, a novel ternary boride in a previously unexplored phase space, was synthesized
using the hydride route. In situ powder X-ray diffraction and DFT calculations aided in the …

Layered Na–Ni–B with Low Volume Expansion for Sodium-Ion Batteries

J Sun, R Wang, Y Liang, B Zhang, F Wu… - The Journal of Physical …, 2024 - ACS Publications
With the shortage of lithium and growing demand for electrochemical energy storage, finding
substitute high-abundance elements to replace lithium has become a vital issue. In our …

Lithium nickel borides: evolution of [NiB] layers driven by Li pressure

V Gvozdetskyi, Y Sun, X Zhao, G Bhaskar… - Inorganic Chemistry …, 2021 - pubs.rsc.org
Here we show the effect of Li chemical pressure on the structure of layered polymorphs with
LiNiB composition: RT-LiNiB (room temperature polymorph) and HT-LiNiB (high …