Article
Multidisciplinary Sciences
Aleks Reinhardt, Bingqing Cheng
Summary: By combining machine learning methods and advanced free-energy techniques, this study successfully predicts and calculates the phase diagram of water at three levels of hybrid density-functional theory, showing good agreement with experimental results, especially at pressures below 8000 bar. The research demonstrates the completeness of the experimental water phase diagram in the region considered, provides a feasibility of predicting a polymorphic system's phase diagram from first principles, and tests the limits of quantum-mechanical calculations through a thermodynamic approach.
NATURE COMMUNICATIONS
(2021)
Article
Mathematics, Interdisciplinary Applications
Qing-Yi Hao, Rui Jiang, Mao-Bin Hu, Chao-Yun Wu, Ning Guo
Summary: Motivated by the need to use parallel update rules for studying the traffic dynamics of vehicles and pedestrians with bulk on-off ramps, this paper investigates the TASEP model with Langmuir kinetics and parallel update. The model is analytically analyzed, and phase diagrams are obtained based on the mean-field method. The study reveals that there are no phases related to the maximum current phase and Meissner phase in the system under parallel update.
CHAOS SOLITONS & FRACTALS
(2022)
Article
Mathematics, Interdisciplinary Applications
Bo Tian, A-Min Li, Wan-Qiang Wen, Ping Xia
Summary: This paper studies totally asymmetric simple exclusion processes on three lanes with narrow entrances. The analysis is carried out using simple mean field approach and cluster mean field approach. The results show that high density is suppressed in the middle lane and there are only four phases in the system.
CHAOS SOLITONS & FRACTALS
(2022)
Article
Materials Science, Multidisciplinary
Sourav Chakraborty, Anamitra Mukherjee, Kalpataru Pradhan
Summary: We investigate the impact of dilution on a half-filled Hubbard model on a simple cubic lattice by setting the on-site repulsion strength U to zero at a fraction of sites. We find that with increasing dilution, both the insulator to metal crossover temperature and long-range staggered antiferromagnetic ordering temperature decrease, while the magnetic order remains intact until a certain critical dilution level.
Article
Chemistry, Physical
Haishen Huang, Liqiang Ai, Min Chen, Yongjun Lu
Summary: Hydrogen atoms can promote the melting of copper, even at lower temperatures; the interaction of hydrogen atoms with grain boundaries drives cooperative vibration of host Cu atoms and broadens the boundaries, accelerating the advancement of the liquid-solid interface.
PHYSICAL CHEMISTRY CHEMICAL PHYSICS
(2021)
Article
Chemistry, Applied
Jingxuan Ke, Yu Chang, Chenyang Nie, Rui Yang, Jie Ma, Tinghang Zhao, Xiaoting Deng, Zhiqing Zhang
Summary: This study investigated the complex coacervation of chayote pectin (CP) and sodium caseinate (CAS) in aqueous solution, comparing its behavior with apple pectin as the control. The results showed that the phase behavior and interactions between CAS and CP were influenced by pH and mixing ratios. The formation of soluble or insoluble complexes depended on the pH value, with electrostatic attraction playing a role below CAS's isoelectric point and hydrogen bonding and hydrophobic interaction dominating above it. The complexes formed had good thermal properties, and the study laid a theoretical foundation for the application of CP in food processing.
FOOD HYDROCOLLOIDS
(2023)
Article
Materials Science, Multidisciplinary
Gao-Wei Qiu, Yi Zhou
Summary: Under the influence of a magnetic field, two weakly linked superconducting ultrathin films exhibit different superconducting states, with one characterized by staggered supercurrent loops and a superfluid density wave, and the other by uniform superfluid density. The phase transition between these two states falls within a specific universality class.
Article
Astronomy & Astrophysics
Gabriella Piccinelli, Angel Sanchez
Summary: In this work, the effects of a possible primordial magnetic field on the inflaton effective potential are explored within the framework of warm inflation. The study considers a two-step process of radiation production for the inflaton field, where it couples to heavy intermediate superfields that interact with light particles. It is found that the magnetic contribution makes the potential flatter near the origin, preserving the conditions for a successful inflationary process. The viability of this magnetic warm inflation scenario is supported by estimating the effect of the magnetic field on the decay width of heavy particles.
Article
Materials Science, Multidisciplinary
R. Botella, J. Fernandez-Catala, W. Cao
Summary: In this study, an active learning scheme was used to predict the phase configuration of Ni3TeO6 using a complex hydrothermal synthesis procedure. With only 9 data points, 87% of the experimental condition space was successfully predicted. The developed scheme not only explored the NTO species but also provided a powerful tool for experimental condition optimization.
Article
Materials Science, Multidisciplinary
Cheikh Cisse, Mohsen Asle Zaeem
Summary: By using a thermomechanical coupled phase-field model, this study designs microarchitectures in NiTi matrix with different types, shapes, and volume fractions of non-transforming intermetallics, showing the potential to increase the coefficient of performance (COP) of elastocaloric composites by controlling processing parameters. Different arrangements and compositions of intermetallics can lead to significant variations in COP values, indicating the importance of selecting intermetallics with specific properties for achieving high COP.
MATERIALS & DESIGN
(2021)
Article
Astronomy & Astrophysics
Michael Thies
Summary: This paper reconsiders the two-flavor version of the massive chiral Gross-Neveu model in 1+1 dimensions and explores its phase diagram. By adding the missing tricritical curves and using fourth-order almost degenerate perturbation theory, the parameter range of the phase diagram is accurately determined.
Article
Astronomy & Astrophysics
M. Loewe, D. Valenzuela, R. Zamora
Summary: In this article, we explore the phase diagram associated with the symmetry breaking of a scalar self-interacting theory induced by temperature and the presence of an external electric field. We calculate the boson propagator in the presence of a constant external electric field in the weak and strong field strength limits. Novel expansions for the effective potential, valid for the entire temperature range, are derived. We find inverse electric catalysis in the weak field region, where the critical temperature decreases with increasing electric field strength, while electric catalysis emerges in the strong field region. These behaviors are valid for all possible temperature values.
Article
Chemistry, Multidisciplinary
Jianshuo Zhao, Zhiyong Huang, Guofeng Jin, Minna Gao, Huixin Zhu
Summary: By adding pyrrole, the ignition delay time of DMAZ and NTO can be shortened, and the formation of HNO2 plays a key role in the ignition delay.
Article
Materials Science, Multidisciplinary
Jiaming Zhu, Hong-Hui Wu, Yuan Wu, Haoliang Wang, Tianlong Zhang, Hu Xiao, Yunzhi Wang, San-Qiang Shi
Summary: This study investigated the influence of Ni4Ti3 precipitation on martensitic transformations in NiTi shape memory alloys through computer simulations. The results showed that Ni concentration gradient and internal coherency stress fields play crucial roles in the structure and development of martensitic domains.
Article
Physics, Multidisciplinary
Danilo Rodrigues de Assis Elias, Enzo Granato, Maurice de Koning
Summary: In this study, a set of machine-learning techniques were applied for the global exploration of phase diagrams in frustrated 2D Ising models with competing interactions. By employing dimensionality reduction and clustering methods, transition lines between distinct phases in both models were successfully constructed, yielding results that are in very good agreement with existing exact solutions. Furthermore, the study found a relationship between the structure of the optimized auto-encoder latent space and physical characteristics of the systems.
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
(2022)
Article
Optics
Eugene Surdutovich, Andrey Solov'yov
EUROPEAN PHYSICAL JOURNAL D
(2019)
Article
Optics
Alexander Pavlov, Andrei Korol, Vadim K. Ivanov, Andrey Solov'yov
EUROPEAN PHYSICAL JOURNAL D
(2020)
Article
Physics, Multidisciplinary
A. V. Solovyov, A. B. Markov, E. V. Yakovlev, O. Y. Maksimov
RUSSIAN PHYSICS JOURNAL
(2020)
Article
Optics
Alexey V. Verkhovtsev, Yury Erofeev, Andrey Solov'yov
EUROPEAN PHYSICAL JOURNAL D
(2020)
Review
Optics
Alexey V. Verkhovtsev, Ilia A. Solov'yov, Andrey V. Solov'yov
Summary: This paper reviews the Irradiation-Driven Molecular Dynamics (IDMD) method for simulating irradiation-driven transformations of molecular systems, as well as the use of reactive force fields for further reactive transformations.
EUROPEAN PHYSICAL JOURNAL D
(2021)
Review
Optics
Alexey V. Verkhovtsev, Ilia A. Solov'yov, Andrey V. Solov'yov
Summary: Computational multiscale modeling using MBN Explorer and MBN Studio software packages is applied in research related to emerging technologies. Case studies include developing novel high-energy radiation sources, fabricating nanostructures, and cancer therapy, showcasing the key algorithms and methodologies implemented in the software.
EUROPEAN PHYSICAL JOURNAL D
(2021)
Article
Nanoscience & Nanotechnology
Alexey Prosvetov, Alexey V. Verkhovtsev, Gennady Sushko, Andrey Solov'yov
Summary: This paper presents a detailed computational protocol for atomistic simulation of the formation and growth of metal-containing nanostructures during FEBID, providing valuable insights into the fundamental mechanisms of electron-induced precursor fragmentation and nanostructure formation. The developed methodology is general and can be adjusted for different precursor molecules and nanofabrication techniques. Simulation results offer valuable reference data for experimental characterization of nanostructures grown by FEBID.
BEILSTEIN JOURNAL OF NANOTECHNOLOGY
(2021)
Article
Chemistry, Physical
Alexey V. Verkhovtsev, Adam Nichols, Nigel J. Mason, Andrey Solov'yov
Summary: Functionalized metal nanoparticles have been proposed as radiosensitizing agents in radiotherapy. This study explores the effects of different parameters on the radiosensitizing properties of metal nanoparticles using computational modeling. It focuses on the coating structure of gold nanoparticles and reveals that dense and thick coatings may diminish their radiosensitizing properties.
JOURNAL OF PHYSICAL CHEMISTRY A
(2022)
Article
Nanoscience & Nanotechnology
Wenkai Wu, Theodoros Pavloudis, Alexey V. Verkhovtsev, Andrey Solov'yov, Richard E. Palmer
Summary: This research investigates the mechanisms of neuromorphic nanoparticle-based devices through molecular dynamics simulations. The study reveals that atoms of the nanofilament aggregate towards the clusters, causing the middle of the wire to thin and break. The terminal nanoparticles fix the wire and act as recrystallization areas. Additionally, the width, length, and structure of the nanowires greatly influence the performance of the system.
Article
Materials Science, Multidisciplinary
Alexey Markov, Andrey Solovyov, Evgeniy Yakovlev, Mikhail Slobodyan
Summary: This paper proposes a methodology to predict the composition of surface alloys and verifies its accuracy through experiments, using the example of a Cr-Zr surface alloy that may be used in the nuclear industry.
MATERIALS CHEMISTRY AND PHYSICS
(2022)
Article
Chemistry, Physical
Benjamin Andreides, Alexey V. Verkhovtsev, Juraj Fedor, Andrey V. Solov'yov
Summary: In this study, the role of the molecular environment on the irradiation-induced fragmentation of molecular systems was analyzed using reactive molecular dynamics simulations. The dissociative ionization of iron pentacarbonyl, Fe(CO)5, was used as a case study. The simulations showed agreement with recent experimental data for isolated Fe(CO)5+ and provided insights into the suppression of fragmentation when Fe(CO)5+ is embedded into an argon cluster.
JOURNAL OF PHYSICAL CHEMISTRY A
(2023)
Article
Physics, Multidisciplinary
E. A. Pesterev, A. V. Solovyov, E. V. Yakovlev, A. B. Markov
Summary: The results of numerical and experimental studies on the irradiation of zirconium with a low-energy high-current electron beam are presented. The simulations reveal the dynamics of surface melting and determine the thickness, lifetime, and cooling rates achieved during pulsed electron beam processing. Experimental studies show that the formation of a martensitic alpha'-phase in the melted layer increases surface nanohardness and wear resistance. The maximum value of the surface layer nanohardness obtained through the processing is twice as high as the initial value.
RUSSIAN PHYSICS JOURNAL
(2023)
Article
Chemistry, Physical
Alexey Prosvetov, Alexey V. Verkhovtsev, Gennady Sushko, Andrey Solov'yov
Summary: This study investigates the growth of iron-containing nanostructures during focused electron beam-induced deposition (FEBID) using atomistic irradiation-driven molecular dynamics (IDMD) simulations. The simulations reveal that the morphology and elemental composition of the deposit vary significantly with increasing electron current. A low current leads to the formation of nanogranular structures with low metal content, while a higher current facilitates the coalescence of metal clusters into dendrite-like structures with higher metal content.
PHYSICAL CHEMISTRY CHEMICAL PHYSICS
(2022)
Review
Physics, Fluids & Plasmas
Ida Friis, Alexey V. Verkhovtsev, Ilia A. Solov'yov, Andrey Solov'yov
Summary: Research has shown that under high linear energy transfer (LET), ion-induced shock waves causing thermomechanical stress in DNA molecules become the dominant mechanism of complex DNA damage. Studies using a phenomenon-based multiscale approach (MSA) in physics have revealed nanoscale shock waves generated by ions in biological media.