Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements

S Takamoto, C Shinagawa, D Motoki, K Nakago… - Nature …, 2022 - nature.com
Computational material discovery is under intense study owing to its ability to explore the
vast space of chemical systems. Neural network potentials (NNPs) have been shown to be …

Advances in thermodynamic modelling of nanoparticles

G Guisbiers - Advances in Physics: X, 2019 - Taylor & Francis
Among all the computational techniques (Density Functional Theory, Molecular Dynamics,
Monte-Carlo Simulations, Nanothermodynamics) used to investigate the properties of …

On the role of Sn segregation of Pt-Sn catalysts for propane dehydrogenation

J Wang, X Chang, S Chen, G Sun, X Zhou, E Vovk… - ACS …, 2021 - ACS Publications
Bimetallic nanoparticle catalysts attract extensive attention for relevant catalysis processes
due to their flexible structures, while the structure evolution under specific conditions is …

Gold-based nanoalloys: synthetic methods and catalytic applications

P Lu, J Zhou, Y Hu, J Yin, Y Wang, J Yu, Y Ma… - Journal of Materials …, 2021 - pubs.rsc.org
Over the past few decades, gold-based materials have drawn extensive attention due to
their intriguing physical/chemical properties and excellent performance in a broad range of …

Nanoscale effects on phase separation

JP Palomares-Baez, E Panizon, R Ferrando - Nano Letters, 2017 - ACS Publications
Classical nucleation theory predicts that a binary system which is immiscible in the bulk
should become miscible at the nanoscale when lowering its size below a critical size. Here …

Quantum confinement: size on the grill!

LD Geoffrion, G Guisbiers - Journal of Physics and Chemistry of Solids, 2020 - Elsevier
Quantum effects becomes more and more pronounced at the nanoscale. However, the size
where those effects appear strongly depends on the nature of the semiconductor. This paper …

Galvanic replacement synthesis of multi-branched gold nanocrystals for photothermal cancer therapy

D Zhu, Y Liu, M Liu, X Liu, PN Prasad… - Journal of Materials …, 2020 - pubs.rsc.org
We present a facile organic phase synthesis method for producing multi-branched gold
nanocrystals (nanostars) with a broad localized surface plasmon resonance (LSPR) across …

Intermetallic Compounds: Liquid‐Phase Synthesis and Electrocatalytic Applications

Y Yuan, Z Yang, W Lai, L Gao, M Li… - … A European Journal, 2021 - Wiley Online Library
Characterized by long‐range atomic ordering, well‐defined stoichiometry, and controlled
crystal structure, intermetallics have attracted increasing attention in the area of chemical …

Revealing the Phase Segregation and Evolution Dynamics in Binary Nanoalloys via Electron Beam-Assisted Ultrafast Heating and Cooling

L Shi, L He, L Shangguan, Y Zhou, B Wang, L Zhang… - ACS …, 2022 - ACS Publications
Gas-phase synthesized binary nanoparticles (NPs) possess ultraclean surfaces, which
benefit versatile uses in sensors and catalysts. However, precise control of their …

Intermetallic nanocrystal discovery through modulation of atom stacking hierarchy

JS Du, VP Dravid, CA Mirkin - ACS nano, 2022 - ACS Publications
A library of compositionally and structurally well-defined Au–Cu alloy nanocrystals has been
prepared via scanning probe block copolymer lithography. These libraries not only allow …