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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 …
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
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 …
promising for novel quantum materials discovery. Exploring what third element and its ratio …
[HTML][HTML] Ab initio random structure searching for battery cathode materials
Cathodes are critical components of rechargeable batteries. Conventionally, the search for
cathode materials relies on experimental trial-and-error and a traversing of existing …
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
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 …
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
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 …
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
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 …
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 …
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
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 …
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 …
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
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 …
LiNiB composition: RT-LiNiB (room temperature polymorph) and HT-LiNiB (high …