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Calphad-computer Coupling of Phase Diagrams and Thermochemistry最新文献

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XTDB, an XML based format for Calphad databases XTDB,一种基于XML的calphhad数据库格式
IF 1.9 3区 材料科学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-07-23 DOI: 10.1016/j.calphad.2025.102849
Bo Sundman , Fabio Miani , Axel van de Walle , Bengt Hallstedt , Ursula R. Kattner , Florian Tang , Taichi Abe , Reza Naraghi , Erwin Povoden-Karadeniz , Aurelie Jacob , Shuanglin Chen , Richard Otis , Kazuhisa Shobu , Malin Selleby , Alexander Pisch
The calculation of phase diagram (Calphad) method uses models that depend on assessed parameters to describe the thermodynamic properties of materials. These model parameters are assessed by researchers and students using experimental and theoretical data on binary and ternary systems that can be merged to multicomponent databases and used to calculate properties and simulate processes for a wide range of materials.
There are several different software using the Calphad method for calculations and they may use slightly different models and database formats. This paper will provide a short background on the current state of database development and proposes a new format based on the eXtensive Markup Language (XML) as a unified database format. This change is particularly important as several new models for the pure elements are currently being introduced in the Calphad databases.
相图计算(Calphad)方法使用依赖于评估参数的模型来描述材料的热力学性质。这些模型参数由研究人员和学生使用二元和三元系统的实验和理论数据进行评估,这些数据可以合并到多组分数据库中,用于计算各种材料的性能和模拟过程。有几种不同的软件使用calphhad方法进行计算,它们可能使用略有不同的模型和数据库格式。本文简要介绍了当前数据库发展的背景,并提出了一种基于扩展标记语言(XML)作为统一数据库格式的新格式。这一变化尤其重要,因为目前正在calphhad数据库中引入几个纯元素的新模型。
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引用次数: 0
Thermodynamic modeling of the Au-Sn-X (X=Bi, Zn, Ni) ternary systems Au-Sn-X (X=Bi, Zn, Ni)三元体系的热力学模型
IF 1.9 3区 材料科学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-07-22 DOI: 10.1016/j.calphad.2025.102859
M. Li, M.H. Rong, Y. Wu, P.F. Tan, J. Wang
The phase equilibria and thermodynamic properties of Au-Sn-based alloys are of great significance for designing Au-based alloys as lead-free solders to replace high-lead solders. In this work, based on the experimental data reported in the literature, thermodynamic parameters of AuSn2 and AuSn4 in the Au-Sn binary system were modified. The calculated phase diagram and thermodynamic properties of the Au-Sn binary system are in good agreement with the experimental results. Furthermore, by combining the updated calculations of the Au-Sn binary system in this work with the previous assessments of the Au-Bi, Au-Zn, Au-Ni, Sn-Bi, Sn-Zn and Sn-Ni binary systems, thermodynamic modeling of the Au-Sn-X (X = Bi, Zn, Ni) ternary systems was conducted using the CALPHAD method. The liquidus projections, isothermal sections and vertical sections of the Au-Sn-X (X = Bi, Zn, Ni) ternary systems were calculated, which are in good agreement with the reported experimental data. The reasonable thermodynamic parameters of the Au-Sn-X (X = Bi, Zn, Ni) ternary systems were obtained in this work, which would provide a good foundation for further establishing a compatible thermodynamic database of multi-component Au-Sn-based alloy systems to design novel lead-free solders.
研究金-锡基合金的相平衡和热力学性质对设计替代高铅钎料的无铅钎料具有重要意义。本文在文献实验数据的基础上,修正了Au-Sn二元体系中AuSn2和AuSn4的热力学参数。计算得到的Au-Sn二元体系的相图和热力学性质与实验结果吻合较好。此外,将本文对Au-Sn二元体系的更新计算与之前对Au-Bi、Au-Zn、Au-Ni、Sn-Bi、Sn-Zn和Sn-Ni二元体系的评估相结合,利用calphhad方法对Au-Sn-X (X = Bi, Zn, Ni)三元体系进行了热力学建模。计算了Au-Sn-X (X = Bi, Zn, Ni)三元体系的液相线投影、等温剖面和垂直剖面,结果与实验数据吻合较好。得到了Au-Sn-X (X = Bi, Zn, Ni)三元体系的合理热力学参数,为进一步建立多组分au - sn基合金体系的相容热力学数据库,设计新型无铅焊料奠定了良好的基础。
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引用次数: 0
Diffusivities and atomic mobilities in the fcc phase Ni-Fe-X (X=Mo, W) system fcc相Ni-Fe-X (X=Mo, W)体系的扩散率和原子迁移率
IF 1.9 3区 材料科学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-07-21 DOI: 10.1016/j.calphad.2025.102857
Xinming Wang , Jia Liu , Jingxian Hu , Weimin Bai , Ying Ran , Fucheng Yin , Lebin Zhao , Jinhui Tang
Ni-based superalloys have excellent high-temperature strength, oxidation resistance and creep resistance. Mo, Fe and W are important γ phase stable elements in nickel-based superalloys. The diffusion behavior of alloying elements in fcc phase Ni-Fe-X (X = Mo, W) alloys plays an important role in the microstructure evolution and material fabrication of Ni-based superalloys. In this work, the diffusion coefficients of the fcc Ni-Fe-X (X = Mo, W) system were determined by using the diffusion couple technique and the Whittle-Green method, and the atomic mobilities were evaluated based on the CALPHAD technique with the DICTRA module of the Thermo-calc software. Based on the evaluated mobility parameters, the calculation of diffusion coefficients and simulation of the diffusion processes of the diffusion couples were carried out to verify the accuracy of the parameters. The calculated diffusion coefficients and predicted composition-distance profiles and diffusion paths show good agreement with the experimental results.
镍基高温合金具有优异的高温强度、抗氧化性和抗蠕变性。Mo、Fe和W是镍基高温合金中重要的γ相稳定元素。合金元素在fcc相Ni-Fe-X (X = Mo, W)合金中的扩散行为对ni基高温合金的组织演变和材料制备起着重要的作用。本文采用扩散偶技术和Whittle-Green法测定了fcc Ni-Fe-X (X = Mo, W)体系的扩散系数,并利用thermal -calc软件的DICTRA模块基于CALPHAD技术对其原子迁移率进行了评价。基于所评估的迁移率参数,进行了扩散系数的计算和扩散偶扩散过程的模拟,验证了参数的准确性。计算的扩散系数和预测的组分-距离分布及扩散路径与实验结果吻合较好。
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引用次数: 0
Experimental investigation and thermodynamic re-assessment of the Fe-Co-W phase diagram Fe-Co-W相图的实验研究与热力学再评价
IF 1.9 3区 材料科学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-07-18 DOI: 10.1016/j.calphad.2025.102856
C.B. Li, Z.Q. Wang, L.D. Ye, J.F. Wu, K.G. Wang, L.B. Liu, L.G. Zhang
This work determined the isothermal sections of the Fe-Co-W system at 1273 K and 1073 K using the equilibrated alloy method. The solubility ranges of the μ-(Fe,Co)7W6, λ-Fe2W, and Co3W compounds in the Fe-Co-W ternary system were identified. No new ternary compounds were observed. Based on existing experimental data, a thermodynamic optimization of the Fe-Co-W ternary system and related binary systems was conducted. The (A)4(A,B)2(A,B)1(A,B)6 lattice model was employed to describe the μ-(Co,Fe)7W6 compound, and the thermodynamic database of the Co-W binary system was re-assessed. A new thermodynamic database for the Fe-Co-W system was established, demonstrating high consistency with the experimental data.
本文采用平衡合金法测定了Fe-Co-W体系在1273 K和1073 K时的等温截面。确定了μ-(Fe,Co)7W6、λ-Fe2W和Co3W化合物在Fe-Co- w三元体系中的溶解度范围。未发现新的三元化合物。在现有实验数据的基础上,对Fe-Co-W三元体系及相关二元体系进行了热力学优化。采用(A)4(A,B)2(A,B)1(A,B)6晶格模型描述μ-(Co,Fe)7W6化合物,并重新评估了Co- w二元体系的热力学数据库。建立了新的Fe-Co-W体系热力学数据库,与实验数据具有较高的一致性。
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引用次数: 0
Experimental investigation and thermodynamic calculation of the Si-Zr-Ag ternary system Si-Zr-Ag三元体系的实验研究与热力学计算
IF 1.9 3区 材料科学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-07-12 DOI: 10.1016/j.calphad.2025.102858
Zhaohui Long , Shan Yang , Lunjun Gong , Hong Bo , Cong Li , Haohan She , Fucheng Yin
The phase equilibria in the Si-Zr-Ag ternary system at 650 °C and 750 °C were investigated using the equilibrated alloy approach. Scanning electron microscopy equipped with energy dispersive spectroscopy (SEM-EDS) and X-ray diffraction (XRD) have been applied to characterize the phase constitution of the alloys. At 650 °C and 750 °C, Six three-phase regions have been detected. The ternary compounds τ1 and τ2 were found in the two isothermal sections. τ1 was identified as a body-centered cubic structure by transmission electron microscopy (TEM) analysis, with the lattice parameters determined as a = 0.3738 nm, α = β = γ = 90°. Based on the experimental results on phase equilibrium, the CALPHAD approach was used to develop the thermodynamic description of the Si-Zr-Ag ternary system. The calculated isothermal sections show excellent agreement with the experimental ones. Then, the liquidus projection was predicted with the obtained thermodynamic parameters.
采用平衡合金法研究了Si-Zr-Ag三元体系在650℃和750℃时的相平衡。利用扫描电子显微镜、能谱仪(SEM-EDS)和x射线衍射仪(XRD)对合金的相组成进行了表征。在650°C和750°C时,检测到六个三相区域。在两个等温截面上发现了三元化合物τ1和τ2。透射电镜(TEM)分析表明τ1为体心立方结构,晶格参数为a = 0.3738 nm, α = β = γ = 90°。基于相平衡的实验结果,采用CALPHAD方法建立了Si-Zr-Ag三元体系的热力学描述。计算的等温截面与实验结果吻合良好。然后,利用得到的热力学参数对液相线投影进行预测。
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引用次数: 0
aiMP and aiOQ databases in FactSage: Materials informatics relying on ab initio, machine learning and CALPHAD data FactSage中的aiMP和aiOQ数据库:基于从头算、机器学习和CALPHAD数据的材料信息学
IF 1.9 3区 材料科学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-07-10 DOI: 10.1016/j.calphad.2025.102838
C. Frueh, C. Aras, Ö. Büyükuslu, M. to Baben
aiMP and aiOQ are databases derived from the 0 K density functional theory (DFT) calculations data stored in the Materials Project and Open Quantum Materials Database (OQMD) repositories, respectively. aiMP and aiOQ databases rely on methods to process 0 K DFT data using machine learning models trained on thousands of compounds. These models adjust formation enthalpies to improve consistency with existing CALPHAD (CALculation of PHAse Diagrams) databases and predict thermodynamic properties such as entropy and heat capacity as functions of temperature.
This work demonstrates three Materials Informatics applications of large-scale CALPHAD-compatible databases enabled by automated workflows.
First, a comparison was made between the SGTE Pure Substance database (SGPS), containing 3927 compounds, and the aiMP database, which includes overlapping entries for 1519 compounds. For these overlapping compounds, the enthalpy of formation, entropy at 298 K, and heat capacity at 298 K were analyzed. Any discrepancies exceeding the inherent error of the machine learning models were flagged. A literature survey was then conducted for compounds with larger discrepancies and erroneous data was confirmed in approximately 0.7% of the SGPS data.
Second, the aiMP database was used to estimate phase diagrams and identify potential new coating materials for SiC/SiC composites, which are under investigation as accident-tolerant fuel cladding materials.
Finally, it is shown that aiMP can serve as a starting point for both traditional and automated CALPHAD modeling. Three examples were explored Al-Ca, Mg-Si, and Ca-Li. These examples highlight the versatility of machine learning-enhanced thermodynamic databases in accelerating material discovery and improving database reliability.
aiMP和aiOQ数据库分别来源于存储在材料项目和开放量子材料数据库(OQMD)存储库中的0 K密度泛函理论(DFT)计算数据。aiMP和aiOQ数据库依赖于使用数千种化合物训练的机器学习模型来处理0 K DFT数据的方法。这些模型调整地层焓,以提高与现有CALPHAD(相图计算)数据库的一致性,并预测热力学性质,如熵和热容作为温度的函数。这项工作演示了三种材料信息学应用程序的大规模calphad兼容数据库启用自动化工作流程。首先,我们比较了包含3927种化合物的SGTE纯物质数据库(SGPS)和包含1519种化合物重叠条目的aiMP数据库。对这些重叠化合物的生成焓、298k时的熵和298k时的热容进行了分析。任何超出机器学习模型固有误差的差异都会被标记出来。然后对差异较大的化合物进行文献调查,在大约0.7%的SGPS数据中确认了错误数据。其次,aiMP数据库用于估计相图并确定潜在的SiC/SiC复合材料的新涂层材料,这些材料正在研究作为耐事故燃料包层材料。最后,表明aiMP可以作为传统和自动化CALPHAD建模的起点。以Al-Ca、Mg-Si和Ca-Li为例。这些例子突出了机器学习增强的热力学数据库在加速材料发现和提高数据库可靠性方面的多功能性。
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引用次数: 0
PanEvolution: Integrating CALPHAD, microstructure modeling, and finite element method PanEvolution:整合CALPHAD,微观结构建模和有限元方法
IF 1.9 3区 材料科学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-07-09 DOI: 10.1016/j.calphad.2025.102851
Weisheng Cao , Fan Zhang , Kamalnath Kadirvel , Shuanglin Chen , Eric Payton , Matthew Krug
This paper introduces PanEvolution, a modeling platform that integrates CALPHAD, microstructure modeling, and finite element method (FEM). This work represents the third generation of Pandat software, designed to simulate the microstructure evolution of metallic materials during conventional manufacturing processes. The key features of PanEvolution include: (1) direct coupling of CALPHAD with various FEM software packages. This enables FEM packages to obtain accurate input of phase information for multi-component alloys and perform simulations of microstructure evolution for technically important metallic alloys, including precipitation, recrystallization, grain growth, and coarsening, during conventional manufacturing processes such as forging and rolling. (2) an open architecture that facilitates the easy replacement and swapping of fast-acting microstructure models. This enables microstructure evolution and property models developed by academia or industry to be easily integrated into the PanEvolution platform to maximize their value in industrial applications.
本文介绍了一个集CALPHAD、微结构建模和有限元法于一体的建模平台PanEvolution。这项工作代表了第三代Pandat软件,旨在模拟传统制造过程中金属材料的微观结构演变。PanEvolution的主要特点包括:(1)CALPHAD与各种有限元软件包的直接耦合。这使FEM软件包能够获得多组分合金的准确相信息输入,并对技术上重要的金属合金的微观结构演变进行模拟,包括在锻造和轧制等传统制造过程中的沉淀、再结晶、晶粒生长和粗化。(2)开放式架构,便于快速作用的微观结构模型的替换和交换。这使得学术界或工业界开发的微观结构演化和属性模型可以轻松集成到PanEvolution平台中,以最大限度地发挥其在工业应用中的价值。
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引用次数: 0
Phase equilibria and thermodynamic assessment of the Co–Cr binary system Co-Cr二元体系的相平衡及热力学评价
IF 1.9 3区 材料科学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-07-06 DOI: 10.1016/j.calphad.2025.102853
Kazushige Ioroi, Haruhi Kumeta, Xiao Xu, Ryosuke Kainuma, Toshihiro Omori
The phase equilibria of the Co–Cr binary system were experimentally investigated across the whole composition range. Liquidus and solidus temperatures, measured up to 1800 °C using a differential thermal analyzer and differential scanning calorimeter, were slightly higher than those reported in the literature. The equilibrium compositions of two-phase alloys were analyzed using an electron probe microanalyzer, yielding reliable data regarding the γ(Co) + α(Cr) phase boundaries at high temperatures and ε(Co) + σ phase boundaries at low temperatures. Subsequently, a thermodynamic assessment of the Co–Cr binary system was performed using the CALPHAD technique, relying on our experimental data as well as thermodynamic property data from the literatures. The calculated Co–Cr phase diagram accurately reproduced the experimentally determined phase boundaries and thermodynamic properties, including activity, excess enthalpy, and excess Gibbs energy.
在整个组成范围内对Co-Cr二元体系的相平衡进行了实验研究。用差示热分析仪和差示扫描量热计测量的液相和固相温度高达1800°C,略高于文献报道的温度。利用电子探针微量分析仪分析了两相合金的平衡成分,得到了高温下γ(Co) + α(Cr)相界和低温下ε(Co) + σ相界的可靠数据。随后,基于我们的实验数据和文献中的热力学性质数据,使用CALPHAD技术对Co-Cr二元体系进行了热力学评估。计算出的Co-Cr相图精确地再现了实验确定的相边界和热力学性质,包括活度、多余焓和多余吉布斯能。
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引用次数: 0
Extension of the modified quasichemical model in the distinguishable-pair approximation to multicomponent solutions via an on-the-fly interpolation framework 利用动态插值框架将可分辨对近似中修正的准化学模型推广到多组分解
IF 1.9 3区 材料科学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-07-04 DOI: 10.1016/j.calphad.2025.102852
Kun Wang , Patrice Chartrand
The Modified Quasichemical Model in the Distinguishable-Pair Approximation (MQMDPA) was originally developed to describe thermodynamic properties of binary solutions with manifold short-range ordering (SRO) among atoms. This study extends the MQMDPA to multicomponent solutions through the development of an on-the-fly bond-energy formalism (OTFBEF). The OTFBEF employs interpolation functions to dynamically transform bond energy expressions from binary to ternary and higher-order multicomponent systems. By fixing the interpolation functions to specific values, the OTFBEF seamlessly reduces to traditional geometric methods, the generic method, or the hybrid Kohler-Toop loop framework, ensuring compatibility with established approaches, particularly with the widely used MQMPA. The interpolation functions can be optimized using experimental data from ternary systems or theoretically defined through integral and partial methods, providing flexibility for both prediction and calibration. The versatility and generality of the OTFBEF empower the MQMDPA to model multicomponent solutions with complex configurations effectively. Future work will focus on expanding the MQMDPA within a two-sublattice framework to address reciprocal solutions, further enhancing its applicability.
可分辨对近似中的修正准化学模型(MQMDPA)最初是为了描述原子间具有流形短程有序(SRO)的二元解的热力学性质而建立的。本研究通过开发动态键能形式(OTFBEF)将MQMDPA扩展到多组件解决方案。OTFBEF采用插值函数将键能表达式从二元系统动态转换为三元高阶多组分系统。通过将插值函数固定到特定值,OTFBEF可以无缝地简化为传统的几何方法、通用方法或混合Kohler-Toop循环框架,从而确保与现有方法的兼容性,特别是与广泛使用的MQMPA的兼容性。插值函数可以利用三元系统的实验数据进行优化,也可以通过积分和部分方法进行理论定义,为预测和校准提供了灵活性。OTFBEF的多功能性和通用性使MQMDPA能够有效地为具有复杂配置的多组件解决方案建模。未来的工作将侧重于在两个子格框架内扩展MQMDPA,以解决相互解决方案,进一步增强其适用性。
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引用次数: 0
Phase transformation temperatures of the Sn–In–Ni–Zn quaternary system Sn-In-Ni-Zn四元体系的相变温度
IF 1.9 3区 材料科学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-07-01 DOI: 10.1016/j.calphad.2025.102854
Sinn-wen Chen , Te-Wei Lin , Hsin-Chieh Huang , Cheng-Hsi Ho , Chuan Zhang , Jun Zhu
The Sn–In–Ni–Zn system is an important material system for electronic soldering. Various alloys, such as Sn–In, Sn–Ni, Sn–Zn, and Sn–In–Zn, are frequently used in electronic products. Unexpectedly, it was found that even for these important systems, there are only limited experimental measurements of the liquidus and invariant reaction temperatures. Additionally, there are significant differences between the experimental results and those calculated using the CALPHAD method with various available databases. To tackle these issues, Sn-rich alloys including Sn–Zn, Sn–In, Sn–Ni, Sn–In–Zn, Sn–Ni–Zn, Sn–In–Ni, and Sn–In–Ni–Zn were prepared. Their liquidus temperatures were determined experimentally through thermal analysis combined with holding-quenching experiments, while invariant reaction temperatures were measured using thermal analysis with an internal marker. The uncertainties in the measurements are 3 °C for the liquidus temperatures and 1 °C for the invariant reactions. Although high-quality thermal analysis can determine phase transformation temperatures with an accuracy of up to 1 °C, reliable determination of liquidus temperatures becomes quite challenging when the heat effect is not significant. This may explain why the literature data are inconsistent. These experimental results were subsequently used to refine CALPHAD-type modeling, and phase diagram calculations with better agreement were achieved.
Sn-In-Ni-Zn系统是一种重要的电子焊接材料系统。各种合金,如Sn-In, Sn-Ni, Sn-Zn和Sn-In - zn,经常用于电子产品。出乎意料的是,即使对于这些重要的体系,也只有有限的液相线和不变反应温度的实验测量。此外,实验结果与使用各种可用数据库的CALPHAD方法计算的结果存在显着差异。为了解决这些问题,制备了Sn-Zn、Sn-In、Sn-Ni、Sn-In - zn、Sn-Ni - zn、Sn-In - ni和Sn-In - ni - zn等富锡合金。它们的液相温度是通过热分析结合保温淬火实验来测定的,不变反应温度是通过带内标的热分析来测定的。测量的不确定度为液体温度为3℃,不变反应为1℃。尽管高质量的热分析可以以高达1°C的精度确定相变温度,但当热效应不显著时,液相温度的可靠测定变得相当具有挑战性。这也许可以解释为什么文献数据不一致。这些实验结果随后用于改进calphad型建模,并获得了更一致的相图计算。
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引用次数: 0
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Calphad-computer Coupling of Phase Diagrams and Thermochemistry
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