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Quantum accurate SNAP carbon potential for MD shock simulations
AIP Conference Proceedings. 2020. Vol. 2272. No. 1. P. 070055-1–070055-5.
We present a new quantum accurate Spectral Neighbor Analysis Potential (SNAP) machine-learning potential for simulating carbon under extreme conditions of dynamic compression (pressures up to 1 TPa and temperatures up to 10,000 K). The development of SNAP potential involves (1) the generation of the training database comprised of the consistent and meaningful set of first-principles DFT (Density Functional Theory) data for carbon materials at high pressure and temperature; (2) the robust and physically guided training of the SNAP parameters on first-principles data involving statistical data analysis; and (3) the validation of the SNAP potential in MD simulations of carbon at high PT conditions. The excellent performance of quadratic SNAP potential is demonstrated by simulating the radial distribution functions at high pressure-temperature conditions and melt curve of diamond, which were found in good …
Priority areas:
engineering science
Language:
English
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All-inorganic perovskite CsPbBr3 and Cs4PbBr6 nanoparticles are being intensively studied due to their unique properties and wide range of applications; however, however, the nature of their optical properties is not yet fully understood due to the difficulty of synthesis of singlephase nanoparticles. In this article we describe the features of the synthesis of single-phase particles ...
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Pilé I., Deng Y., Shchur L., / Series arXiv "math". 2026. No. 2604.10254.
We investigate the spatial overlap of successive spin configurations in Markov chain Monte Carlo simulations using the local Metropolis algorithm and the Svendsen-Wang and Wolff cluster algorithms. We examine the dynamics of these algorithms for two models in different universality classes: the Ising model and the Potts model with three components. The overlap of two ...
Added: April 20, 2026
Luo S., Bi Z., Xiong L. et al., Energy and Environmental Sciences 2026 Vol. 19 No. 6 P. 2069–2083
The insufficient coverage of self-assembled monolayer (SAM) and inadequate control of the buried interface of perovskite still limited the performance of perovskite solar cells (PSCs). Herein, we report a reinforcing SAM and managing perovskite buried interface strategy using ethylenediamine tetramethylenephosphonic acid (EAPA) to address these challenges. Firstly, the EAPA solution washes away the unbound or ...
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Alekseev D., Logunov M., Lazarev M. et al., Computational Materials Science 2025 Vol. 248 Article 113572
Two-dimensional C60 carbon allotropes have gained much attention since their first synthesis in 2022, but many of their thermophysical and mechanical properties remain unreported in the literature. In this article, we performed a high-temperature molecular dynamics study of quasi-hexagonal (qHP) and quasi-tetragonal (qTP) C60 phases using the modern machine-learning interatomic potential GAP-20. We show that, ...
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Ion migration at grain boundaries (GBs) is a key issue leading to the performance degradation of metal halide perovskites (MHPs). Given the weak lattice interactions, the properties of MHPs are highly sensitive to external strain, which is inevitable in practical applications. Nevertheless, a fundamental understanding of the GB behavior under strain is still lacking. Using ...
Added: December 20, 2025
Babicheva R., Kumar A., Kiran R. et al., Metallurgical and Materials Transactions A: Physical Metallurgy and Materials Science 2025 Vol. 56 P. 5646–5663
In the work, simulations using Monte Carlo (MC) and molecular dynamics (MD) methods are carried out to investigate the Nb–Ta–Hf–Zr system refractory high-entropy alloys (HEAs). In particular, the effects of chemical composition and grain boundary (GB) network on short-range ordering (SRO) during combined MC/MD modeling of relaxation mimicking diffusion process are investigated on single-crystalline and ...
Added: November 27, 2025
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A system reanalysis of the current greenhouse gases budget of terrestrial ecosystems in russia / A. Shvidenko, P. Ciais, P. K. Patra et al. // Global Biogeochemical Cycles. — 2025. — Vol. 39, no. 10. — P. e2025GB008540. This study synthesizes the budgets of three greenhouse gases (GHG, namely CO2, CH4, N2O) forRussia over two decades (2000–2009 and 2010–2019) using bottom‐up and top‐down approaches, as part ...
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Aliper E., Ryzhov I., Obukhova P. et al., Biochimica et Biophysica Acta - Biomembranes 2026 Vol. 1868 No. 1 Article 184472
Antibodies to peptide 1147 (amino acids 1147-61) of the SARS-CoV-2 protein S are highly diagnostic. Peptide 1147, although located in a region that is partly spatially hidden in the intact protein, is not subject to mutations, suggesting therapeutic potential. The aim of this study was to elucidate the architecture of this region and the way ...
Added: October 20, 2025
Volynsky P., Urban A., Pavlov K. et al., International Journal of Molecular Sciences 2025 Vol. 26 No. 2 Article 553
Alzheimer’s disease (AD) pathogenesis is correlated with the membrane content
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Added: October 12, 2025
Ustinov A., Гузев М. А., Дальневосточный математический журнал 2016 Т. 16 № 1 С. 39–43
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Added: October 9, 2025
Nesterova I., Kondratyuk N., Budkov Y. et al., Advances in Colloid and Interface Science 2025 Vol. 346 Article 103623
Room temperature ionic liquids show great promise as electrolytes in various technological applications, such as energy storage or electrotunable lubrication. These applications are particularly intriguing due to the specific behavior of ionic liquids in nanoconfinement. While previous research has been focused on optimizing the required characteristics through the selection of electrolyte properties, the contribution of ...
Added: September 2, 2025
Kashurin O., Deshchenya V., Kondratyuk N., Fluid Phase Equilibria 2025 Vol. 589 Article 114244
The shear viscosity of organic liquids is very important for industrial applications. This paper focuses on the blind prediction of concentration-viscosity dependencies for organic mixtures at 298.15 K and 1 bar using molecular dynamics methods. Two mixtures are considered: tributyrin+1-decanol and 1,2-butanediol+1-decanol. The interatomic interactions are described using the COMPASS force field, which is modified ...
Added: August 12, 2025
Semenchuk A., Kondratyuk N., Kopanichuk I., Colloids and Surfaces A: Physicochemical and Engineering Aspects 2025 Vol. 708 Article 135994
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Added: August 12, 2025
Ananyeva N. D., Ivashchenko K. V., Urabova S. A. et al., Почвоведение 2024 Т. 57 № 12 С. 2208–2221
Ecosystem services are a modern tool of environmental assessment, planning, and design, especially in large cities. The top layer (0–10 cm) of soddy-podzolic soils (Albic Retisols) was sampled in urban forest parks of Moscow (Aleshkino, Bitsa, Lesnaya experimental dacha, Troparevo, Lianozovo, and Yugo-Zapadny) and suburban (background) forests. In total, 30 samples (6 × 5 plots) ...
Added: February 19, 2025
Ahmad Ostovari Moghaddam, Fereidonnejad R., Mikhailov D. et al., Materials Letters 2024 Vol. 359 Article 135968
Interatomic potentials based on the second nearest-neighbor modified embedded-atom method (2NN-MEAM) have been developed for Al-Mn, Ti-Mn and Cu-Mn binary alloys. The potentials were utilized to determine structural, mechanical and thermodynamic properties of intermetallic phases, which were in good agreement with the experimental data or first-principles calculations. The potentials can be utilized to study different properties ...
Added: January 23, 2025
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Added: January 12, 2025
Darya Gurina, Budkov Y., Journal of Molecular Liquids 2025 Vol. 419 Article 126734
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Neuberger A., Shalygin A., Trofimov Y. A. et al., Structure 2025 Vol. 33 No. 1 P. 91–103.e5
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Kagan M., Silkin V. M., Efremov D. V., / Series arXiv "math". 2024. No. 2411.12836.
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Added: November 27, 2024
Ahmad Ostovari Moghaddam, Fereidonnejad R., Moaddeli M. et al., Computational Materials Science 2025 Vol. 247 Article 113534
The second nearest-neighbor modified embedded-atom method (2NN-MEAM) interatomic potentials were developed for Zr-X (X = Co, Fe, Ni) binary alloys. The structural, mechanical and thermodynamic properties of various stable and metastable phases in Zr-Co, Zr-Fe and Zr-Ni binary systems were calculated by molecular dynamic (MD) simulation using the developed 2NN-MEAM potentials. The results obtained by ...
Added: November 12, 2024
Influence of anisotropy on the study of critical behavior of spin models by machine learning methods
Sukhoverkhova D., Shchur L., / Series arXiv "math". 2024. No. 2410.14523.
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Added: October 21, 2024
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