Article
Materials Science, Multidisciplinary
V. Yu Samardak, A. Yu Samardak, S. A. Borisov, V. A. Antonov, P. S. Mushtuk, D. S. Shtarev, O. O. Shichalin, A. A. Belov, S. A. Azon, K. A. Rogachev, A. S. Portnyagin, E. K. Papynov, A. S. Samardak, A. V. Ognev
Summary: In this study, the influence of pulse current frequency on the structure, composition, and magnetic properties of Nd2Fe14B magnetic ceramics was investigated using SEM, TEM, EDS and XRD methods. The results showed that the morphology, structure and composition of the initial Nd2Fe14B powder had a significant impact on the magnetization saturation value and coercive force.
Article
Materials Science, Ceramics
Boren Ke, Wei Ji, Ji Zou, Weimin Wang, Zhengyi Fu
Summary: Highly dense zirconium carbide (ZrC) ceramics were obtained by spark plasma sintering (SPS) at low temperatures (1900°C) and high pressure (up to 200 MPa) using a carbon-fiber-reinforced carbon composite (C-f/C) mold. The ceramics showed limited grain growth and the formation of subgrains and high-density dislocations. The resulting ZrC ceramics exhibited high hardness and fracture toughness. The densification mechanism was mainly attributed to plastic deformation under high pressure, with the high dislocation density contributing to the high hardness.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2023)
Article
Chemistry, Physical
Riddhi Shukla, R. Sokkalingam, K. G. Prashanth
Summary: The paper investigates the densification behavior of crystalline eggshell powder through spark plasma sintering. The results indicate that sintering at 850°C provides the optimum density and hardness, making it suitable for consolidating eggshells into compacts for bio-implants.
JOURNAL OF ALLOYS AND COMPOUNDS
(2023)
Article
Materials Science, Ceramics
A. H. Cai, G. Zhou, P. W. Li, D. W. Ding, Q. An, Yixian Li, Q. Yang, H. Mao
Summary: Bulk Zr48Cu47.5Al4Co0.5 amorphous alloy composites were successfully consolidated by spark plasma sintering under different temperatures. The density, hardness, wetting, and corrosion properties were investigated. The results showed that the density and hardness initially increased with increasing sintering temperature, but then decreased when the temperature exceeded 713K. The Cu10Zr7 and CuZr2 phases grew continuously with increasing sintering temperature. The contact angle of water decreased with increasing sintering temperature. Additionally, the corrosion potential of the sample sintered at 713K was the highest, while the corrosion current density of the sample sintered at 673K was 2-3 times higher than that of the other samples at higher sintering temperatures. The growth mechanism of Cu10Zr7 and CuZr2 phases and the corrosion mechanism were also discussed.
JOURNAL OF NON-CRYSTALLINE SOLIDS
(2023)
Article
Materials Science, Ceramics
Ting Wang, Haiming Zhang, Lixia Cheng, Shenhua Song, Weiping Gong
Summary: Perovskite solid solution materials 0.67BiFeO(3)-0.33BaTiO(3) were synthesized using spark plasma sintering method. The materials sintered at 880℃ showed the highest density, compact microstructure, and enhanced fermelectric properties.
CERAMICS INTERNATIONAL
(2022)
Article
Materials Science, Ceramics
C. Guerin, A. Bassoulet-Saintonge, A. Allemand, A. Maitre, R. Boulesteix, T. Piquero, Y. Le Petitcorps
Summary: The barium aluminosilicate compound (BaAl2Si2O8 or BAS) was synthesized using powder reactive sintering in a Spark Plasma Sintering (SPS) device. The reaction pathways between the precursors (alumina, silica, and barium carbonate powders) were investigated at different temperatures from 900 to 1550 degrees Celsius to obtain the desired hexacelcian crystallographic form of BAS without any unwanted compounds. A three-step thermal treatment was proposed to achieve a fully dense and nearly pure (98 wt%) BAS.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2023)
Article
Materials Science, Ceramics
L. Feger, F. Giovannelli, G. Vats, J. Alves, B. Pignon, E. K. H. Salje, I. Monot-Laffez, G. F. Nataf
Summary: Potassium tantalate (KTaO3) is a promising material for dielectric applications at low temperature. Spark plasma sintering is a suitable method to obtain dense and single-phase KTaO3 ceramics by optimizing initial composition, temperature, and pressure. The addition of K-excess in the precursors leads to large grain growth and higher dielectric permittivity in the resulting ceramics.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2023)
Article
Materials Science, Ceramics
Behzad Nayebi, Mehdi Shahedi Asl, Maryam Akhlaghi, Zohre Ahmadi, Seyed Ali Tayebifard, Esmaeil Salahi, Mohammadreza Shokouhimehr, Mohsen Mohammadi
Summary: The TiB2-Ti3AlC2 ceramic was successfully manufactured using spark plasma sintering, with Ti3AlC2 additive decomposing at the initial stages of sintering. The final ceramic exhibited a near full density of around 99% and a hardness of approximately 28 GPa, with densification mechanism and sintering phenomena discussed and graphically illustrated.
CERAMICS INTERNATIONAL
(2021)
Article
Nanoscience & Nanotechnology
Lakshaman Kumar, Aditya Arun, Anirban Chowdhury
Summary: This study introduces the concept of 'shape strain' to show its beneficial effect in controlling/avoiding undesired phase transitions in ceramics. The results indicate that CaO-doped zirconia ceramics exhibit the most prominent effect, which is also influenced by the dopant grain boundary mobility.
SCRIPTA MATERIALIA
(2021)
Article
Nanoscience & Nanotechnology
Michal Knapek, Peter Minarik, Adam Gres, Maria Zemkova, Frantisek Lukac, Jan Bohlen, Frantisek Chmelik, Robert Kral
Summary: This study utilized the spark plasma sintering (SPS) technique to prepare a Mg-4wt.%Y-3wt.%Nd material (WN43) with outstanding mechanical properties and excellent plastic elongation. By suppressing the detrimental effect of oxide shells on the powder particles, the strong interconnection of the particles was achieved. The material retained the fine powder microstructure and exhibited ductility and strength comparable to conventionally-prepared Mg-RE alloys.
MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
(2022)
Article
Engineering, Chemical
Abbas Sabahi Namini, Seyed Ali Delbari, Nilgun Baydogan, Mohammad Vajdi, Farhad Sadegh Moghanlou, Mehdi Shahedi Asl
Summary: This research evaluated the impact of five nitride additives on TiC-based materials, showing that AlN enhanced relative density while Si3N4 had the most detrimental influence. Besides BN contributing to the finest microstructure, AlN had the greatest effect on thermal conductivity.
JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS
(2021)
Article
Materials Science, Multidisciplinary
A. S. Semenov, J. Trapp, M. Noethe, B. Kieback, T. Wallmersperger
Summary: The spark plasma sintering process of metallic powders was investigated through multivariant experimental investigations and multiphysics microstructural modeling. Laboratory scaled tests were conducted to measure the effects of sintering temperature, pressure, and particle size on interparticle contact area growth and axial shrinkage. For the first time, a fully coupled thermo-electro-mechanical model was used to consider all relevant sintering phenomena, including lattice, grain boundary, surface diffusion, electromigration, and thermomigration.
ADVANCED ENGINEERING MATERIALS
(2023)
Article
Engineering, Chemical
V. S. Buinevich, A. A. Nepapushev, D. O. Moskovskikh, G. V. Trusov, K. V. Kuskov, A. S. Mukasyan
Summary: A submicron powder of non-stoichiometric hafnium carbonitrides was successfully fabricated by mechanochemical synthesis method, which was then consolidated into dense bulk hafnium carbonitride ceramics using spark plasma sintering approach. The study revealed the hardness and fracture toughness of the synthesized ceramics, and compared the obtained results with previously reported data.
ADVANCED POWDER TECHNOLOGY
(2021)
Article
Engineering, Chemical
Z. Liu, C. Yang, T. Chen, W. S. Cai, L. H. Liu, L. M. Kang, Z. Wang, X. Q. Li, W. W. Zhang, Y. Y. Li
Summary: This study successfully eliminated the three unfavorable features of closed-pore hollow powder, satellite powder, and low excess free energy through discharge plasma modification of atomized titanium powder, and found that the activation energy of power-law creep for the modified powder is two times lower than that of the atomized counterpart.
Article
Materials Science, Ceramics
Xiao-Tong Jia, Zhao-Hui Zhang, Xian-Yu Li, Tian-Hao Xu, Luo-Jin Liu, Qiang Wang, Zhao-Hu Jia, Xing-Wang Cheng
Summary: In this study, AlON ceramics were prepared using spark plasma sintering (SPS) technique. The effects of SPS parameters on the microstructures and mechanical properties were systematically investigated. It was found that when sintered at 1580°C with a pressure of 50 MPa and a holding time of 5 minutes, the AlON ceramics exhibited excellent mechanical and optical performances.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2023)
Article
Materials Science, Ceramics
Lihong Liu, Koji Morita
Summary: A high hardness and wide band transparency were achieved in MgAl2O4/Al2O3 laminated composites fabricated by a one-step spark-plasma-sintering method. The optimized sintering conditions resulted in smaller grain sizes and higher densities of both the MgAl2O4 and Al2O3 phases, leading to improved mechanical properties and transparency.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2022)
Article
Materials Science, Ceramics
Koji Morita, Byung-Nam Kim
Summary: The high temperature tensile behavior of 8Y-CSZ polycrystals under a DC electric field/current was investigated. It was found that a flash event similar to powder sintering occurred at high DC power density. The DC current increased sample temperature but did not affect the deformation rate below the critical power density. Above the critical power density, the flash event enhanced the deformation rate through grain boundary sliding mechanism, likely due to current-enhanced diffusional processes.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2022)
Article
Materials Science, Ceramics
Shunsuke Kayukawa, Yutaro Katsuyama, Ayu Kodaira, Tomoharu Tokunaga, Koji Morita, Atsutomo Nakamura, Kimitaka Higuchi, Takahisa Yamamoto
Summary: Thermally healed Vickers microcracks perpendicular to the (001) surface of cubic zirconia single crystals were studied using scanning transmission electron microscopy. The orientation relationship of areas with healed microcracks was restored to that of the original single crystal, but pores remained where the original microcrack was located. Isolated pore formation occurred through dislocation recovery and diffusion bonding via surface diffusion. Once isolated pores were formed, the total pore volume did not significantly change with increasing healing temperature, although pore sizes increased and the number of pores decreased. Ostwald ripening became pronounced in pore microstructure evolution when pore elimination was dominated by lattice diffusion after complete crystallographic restoration to a single crystal.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2023)
Article
Materials Science, Ceramics
Kohta Nambu, Taisuke Kitaoka, Koji Morita, Kohei Soga, Tomoharu Tokunaga, Takahisa Yamamoto, Hiroshi Masuda, Hidehiro Yoshida
Summary: In this study, flash joining experiments were conducted using an AC field on 3 mol% Y2O3-stabilized tetragonal ZrO2 polycrystal (Y-TZP) bodies. The necessary conditions for achieving almost complete self-joining of Y-TZP bodies were clarified. By applying an AC field at specific conditions, successful joining with 92% of the flexural strength of the as-sintered Y-TZP body was achieved.
JOURNAL OF THE AMERICAN CERAMIC SOCIETY
(2023)
Article
Materials Science, Ceramics
Yuta Aoki, Hiroshi Masuda, Hidehiro Yoshida
Summary: A fine eutectic microstructure was obtained in an Al2O3-GdAlO3 (GAP) composite through local melting and rapid solidification during a flash event. The flash event was induced by applying a 1 kV/cm AC field at a frequency of 1 kHz to a calcined Al2O3-GAP body at a furnace temperature of 1400 degrees C. The resulting structure had rodlike GAP phases in the Al2O3 matrix with an interphase spacing of approximately 170 nm, comparable to previous studies on Al2O3-GAP eutectic materials. Flash events and subsequent rapid cooling can facilitate the formation of fine eutectic ceramics with a lower furnace temperature and shorter processing time.
JOURNAL OF THE AMERICAN CERAMIC SOCIETY
(2023)
Article
Materials Science, Ceramics
Ryo Nakamura, Hiroshi Masuda, Hidehiro Yoshida
Summary: This study investigates the local mechanical responses near single grain boundaries of oxide ceramics through nanoindentation. Contrary to traditional strengthening theories, the study found negligible variations in hardness among grain interiors, grain boundary vicinities, and grain boundaries. However, transmission electron microscopy observation revealed the presence of dislocation pileups at grain boundaries. Therefore, single grain boundaries make limited contributions to the mechanical properties of oxide ceramics.
JOURNAL OF THE AMERICAN CERAMIC SOCIETY
(2023)
Article
Materials Science, Ceramics
Ayano Nakamoto, Kohta Nambu, Hiroshi Masuda, Hidehiro Yoshida
Summary: Undoped Y2O3 polycrystals were densified by flash sintering under DC or AC electric field with varying holding times up to 60 min. The chemical bonding state and crystal structure were investigated by X-ray photoelectron spectroscopy (XPS) and X-ray diffraction (XRD), respectively. DC flash sintering with longer holding times (>= 30 min) resulted in blackening in cathodic regions, indicating the electrode-dependent introduction of neutral oxygen vacancies. The Y 3d3/2 and Y 3d5/2 binding energies decreased with increasing holding time in both DC- and AC-flash-sintered Y2O3 specimens, regardless of polarity, indicating that positively charged oxygen vacancies were introduced by the flash sintering in an electrode-independent manner, even under DC electric field. XRD analysis revealed short-range structural fluctuations in flash-sintered specimens with longer holding times. These electrode-dependent and independent point defect generations under electric fields may be related to the enhanced atomic diffusion during flash sintering.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2023)
Article
Materials Science, Multidisciplinary
Shoma Takahashi, Koji Morita, Kohta Nambu, Daisuke Terada, Kiyoshi Kobayashi, Tomoharu Tokunaga, Takahisa Yamamoto
Summary: The effect of initial grain size on microcrack healing behavior under DC electric field in 8 mol% Y2O3-stabilized cubic ZrO2 (8Y-CSZ) polycrystals was studied. The healing behavior was found to be strongly dependent on the initial grain size, with faster healing observed in fine-grained 8Y-CSZ compared to coarse-grained 8Y-CSZ. The enhanced healing phenomena observed under the flash event cannot be solely attributed to thermal effects, but also to nonthermal effects caused by the flash event. Grain boundaries were found to play an important role in the flash event, and the flash healing was accelerated through field/current-enhanced diffusional processes, especially through the grain boundary diffusivity of the cations.
ADVANCED ENGINEERING MATERIALS
(2023)
Article
Materials Science, Ceramics
Shintaro Kawabata, Shoma Takahashi, Kohta Nambu, Koji Morita
Summary: The effect of the flash event (FE) on microcrack healing behavior in 8 mol% yttria-stabilized zirconia was investigated under different electric field conditions and healing temperatures. The healing rate increased with crack length, indicating that external energy stored as crack surface energy played a role in driving the crack healing. The healing rate was significantly accelerated by the FE treatment under the AC electric field compared to the DC field, suggesting that nonthermal effects contributed to the enhanced healing behavior.
JOURNAL OF THE AMERICAN CERAMIC SOCIETY
(2023)
Article
Materials Science, Ceramics
Michiyuki Yoshida, Mitsuki Hada, Osamu Sakurada, Koji Morita
Summary: Transparent tetragonal zirconia (3YTZ) was obtained by sinter forging nanoparticles at 950°C under an applied stress of 200 MPa. The initial compact made by gel-casting had a densely packed structure of nanoparticles. The resulting dense sample had a grain size of approximately 47 nm. The in-line transmittance of a 0.9 mm-thick sample was 28% at a wavelength of 640 nm, representing 37% of the theoretical value. The sample with the best transparency in this study had a slight whitish appearance. This study demonstrated the effectiveness of combining nanoparticle gel-casting with external pressure to lower the sintering temperature for obtaining transparent tetragonal zirconia.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2023)
Article
Materials Science, Multidisciplinary
Apurv Dash, Koji Morita, Luca Balice, Robert Muecke, Olivier Guillon
Summary: This article demonstrates the enhanced plasticity of gadolinium-doped ceria (GDC) ceramics under mild and strong AC electric current, in terms of steady state creep rate under both compressive and tensile loading. A current density of 25 and 200 mA mm(-2) is used for the creep deformation, and the creep rate increases by up to two orders of magnitude under electric current. The stress exponent remains unchanged for creep experiments at 1200 °C with and without electric current, suggesting a grain boundary sliding (GBS) mechanism of plastic deformation in both cases. The field-enhanced creep rate is attributed to the interaction of space-charge layer and the electric field resulting in enhanced GBS. A higher current density results in enhanced ductility of GDC even when the Joule heating effect is compensated by reducing the furnace temperature.
ADVANCED ENGINEERING MATERIALS
(2023)
Article
Physics, Applied
Hiroshi Masuda, Daiki Tamao, Hidehiro Yoshida
Summary: Recent experiments have reported the effects of external electric fields on phonon-associated phenomena in ZrO2 ceramics, such as phase transformation and diffusion. This study used density-functional perturbation theory to examine the effects of external direct current (DC) electric fields on phonon vibration properties in a tetragonal ZrO2 unit cell. The results showed that the field sensitivities of phonon characteristics exhibited significant orientation dependence, and optical phonons showed considerable field sensitivities near the Brillouin zone boundaries. In contrast, transversal acoustic phonons demonstrated a softening trend with increasing field strengths, indicating the potential phase transformation under strong external electric fields.
APPLIED PHYSICS LETTERS
(2023)
Article
Materials Science, Ceramics
Daichi Morikawa, Kohta Nambu, Koji Morita, Hidehiro Yoshida, Kohei Soga
Summary: The impact of electric field/current on creep deformation in fine-grained 8 mol% Y2O3 stabilized cubic ZrO2 was investigated under direct and alternative current conditions. The acceleration effect caused by electric fields/currents, which cannot be explained by the increase in sample temperature due to Joule heating, is more significant in AC than in DC conditions. The deformation mechanism changes from diffusional creep to grain boundary sliding (GBS) under DC and AC, indicating that the athermal effect of electric field/current enhances GBS and its rate controlling process of cation diffusivity, especially in AC.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2023)
Article
Multidisciplinary Sciences
Koji Matsui, Kohei Hosoi, Bin Feng, Hidehiro Yoshida, Yuichi Ikuhara
Summary: The attainment of both high strength and toughness is the ultimate goal for most structural materials. Although ceramic materials have high strength and good chemical stability, they suffer from low toughness. Y-TZP-based ceramic materials with toughnesses exceeding 20 MPa m(1/2) and strengths over 1,200 MPa have been developed by reducing the phase stability of tetragonal zirconia through tailoring microstructure and chemistry, which can further advance the design and application of ceramic-based structural materials.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
(2023)
Article
Nanoscience & Nanotechnology
Jie Zhang, Xiaoyang Chen, MingJian Ding, Jiaqiang Chen, Ping Yu
Summary: This study enhances the compositional inhomogeneity of relaxor ferroelectric thin films to improve their dielectric temperature stability. The prepared films exhibit a relatively high dielectric constant and a very low variation ratio of dielectric constant over a wide temperature range.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Xiaoyu Chen, Ranran Zhang, Hao Zou, Ling Li, Qiancheng Zhu, Wenming Zhang
Summary: Polyaniline-manganese dioxide composites exhibit high conductivity, long discharge platform, and stable circulation, and the specific capacity is increased by providing additional H+ ions to participate in the reaction.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Xutao Huang, Yinping Chen, Jianjun Wang, Gang Lu, Wenxin Wang, Zan Yao, Sixin Zhao, Yujie Liu, Qian Li
Summary: This study aims to establish a novel approach to better understand and predict the behavior of materials with multi-scale lamellar microstructures. High-resolution reconstruction and collaborative characterization methods are used to accurately represent the microstructure. The mechanical properties of pearlite are investigated using crystal plasticity simulation and in-situ scanning electron microscopy tensile testing. The results validate the reliability of the novel strategy.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Cheng Chen, Fanchao Meng, Jun Song
Summary: This study systematically investigated the unfaulting mechanism of single-layer interstitial dislocation loops in irradiated L12-Ni3Al. The unfaulting routes of the loops were uncovered and the symmetry breaking during the unfaulting processes was further elucidated. A continuum model was formulated to analyze the energetics of the loops and predict the unfaulting threshold.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Darshan Bamney, Laurent Capolungo
Summary: This work investigates the formation of adjoining twin pairs (ATPs) at grain boundaries (GBs) in hexagonal close-packed (hcp) metals, focusing on the co-nucleation (CN) of pairs of deformation twins. A continuum defect mechanics model is proposed to study the energetic feasibility of CN of ATPs resulting from GB dislocation dissociation. The model reveals that CN is preferred over the nucleation of a single twin variant for low misorientation angle GBs. Further analysis considering GB character and twin system alignment suggests that CN events could be responsible for ATP formation even at low m' values.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Bing Han, Zhengqian Fu, Guoxiang Zhao, Xuefeng Chen, Genshui Wang, Fangfang Xu
Summary: This study investigates the behavior of electric-field induced antiferroelectric to ferroelectric (AFE-FE) phase transition and reveals the evolution of atomic displacement ordering as the cause for the transition behavior changing from sharp to diffuse. The novel semi-ordered configuration results from the competing interaction between long-range displacement modulation and compositional inhomogeneity, which leads to a diffuse AFE-FE transition while maintaining the switching field.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Akib Jabed, Golden Kumar
Summary: This study demonstrates that cryogenic rejuvenation promotes homogeneous-like flow and increases ductility in metallic glass samples. Conversely, annealing has the opposite effect, resulting in a smoother fracture surface.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Xin Ji, Yan Chong, Satoshi Emura, Koichi Tsuchiya
Summary: A heterogeneous microstructure in Ti-15Mo-3Al alloy with heterogeneous distributions of Mo element and omega(iso) precipitates has achieved a four-fold increase in tensile ductility without a loss of tensile strength, by blocking the propagation of dislocation channels and preventing the formation of micro-cracks.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Amit Samanta, Prasanna Balaprakash, Sylvie Aubry, Brian K. Lin
Summary: This study proposes a combined large-scale first principles approach with machine learning and materials informatics to quickly explore the chemistry-composition space of advanced high strength steels (AHSS). The distribution of aluminum and manganese atoms in iron is systematically explored using first principles calculations to investigate low stacking fault energy configurations. The use of an automated machine learning tool, DeepHyper, speeds up the computational process. The study provides insights into the distribution of aluminum and manganese atoms in systems containing stacking faults and their effects on the equilibrium distribution.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Guowei Zhou, Yuanzhe Hu, Zizheng Cao, Myoung Gyu Lee, Dayong Li
Summary: In this work, a physics-constrained neural network is used to predict grain-level responses in FCC material by incorporating crystal plasticity theory. The key feature, shear strain rate of slip system, is identified based on crystal plasticity and incorporated into the loss function as physical constitutive equations. The introduction of physics constraints accelerates the convergence of the neural network model and improves prediction accuracy, especially for small-scale datasets. Transfer learning is performed to capture complex in-plane deformation of crystals with any initial orientations, including cyclic loading and arbitrary non-monotonic loading.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Pengfei Yang, Qichang Li, Zhongying Wang, Yuxiao Gao, Wei Jin, Weiping Xiao, Lei Wang, Fusheng Liu, Zexing Wu
Summary: In this study, the HER performance of Ru-based catalysts is significantly improved through the dual-doping strategy. The obtained catalyst exhibits excellent performance in alkaline freshwater and alkaline seawater, and can be stably operated in a self-assembled overall water splitting electrolyzer.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Ilias Bikmukhametov, Garritt J. Tucker, Gregory B. Thompson
Summary: Depositing a Ni-1at. % P film can facilitate the formation of multiple quintuple twin junctions, resulting in a five-fold twin structure and a pentagonal pyramid surface topology. The ability to control material structures offers opportunities for creating novel surface topologies, which can be used as arrays of field emitters or textured surfaces.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Zening Yang, Weiwei Sun, Zhengyu Sun, Mutian Zhang, Jin Yu, Yubin Wen
Summary: Multicomponent oxides (MCOs) have wide applications and accurately predicting their thermal expansion remains challenging. This study introduces an innovative attention-based deep learning model, which achieves improved performance by using two self-attention modules and demonstrates adaptability and interpretability.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Ze Liu, Cai Chen, Yuanxun Zhou, Lanting Zhang, Hong Wang
Summary: This study attempts to address the gap in cooling rates between thin film deposition and bulk metallic glass (BMG) casting by correlating the glass-forming range (GFR) determined from combinatorial materials chips (CMCs) with the glass-forming ability (GFA) of BMG. The results show that the full-width at half maximum (FWHM) of the first sharp diffraction peak (FSDP) is a good indicator of BMG GFA, and strong positive correlations between FWHM and the critical casting diameter (Dmax) are observed in various BMG systems. Furthermore, the Pearson correlation coefficients suggest possible similarities in the GFA natures of certain BMG pairs.
SCRIPTA MATERIALIA
(2024)
Article
Nanoscience & Nanotechnology
Mike Schneider, Jean-Philippe Couzinie, Amin Shalabi, Farhad Ibrahimkhel, Alberto Ferrari, Fritz Koermann, Guillaume Laplanche
Summary: This work aims to predict the microstructure of recrystallized medium and high-entropy alloys, particularly the density and thickness of annealing twins. Through experiments and simulations, a database is provided for twin boundary engineering in alloy development. The results also support existing theories and empirical relationships.
SCRIPTA MATERIALIA
(2024)