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

筛选
英文 中文
Thermodynamic and kinetic studies of the performance effect of Al doping in the Ge-Sb-Te phase change materials Al掺杂对Ge-Sb-Te相变材料性能影响的热力学和动力学研究
IF 1.9 3区 材料科学
Calphad-computer Coupling of Phase Diagrams and Thermochemistry Pub Date : 2025-12-01 Epub Date: 2025-10-28 DOI: 10.1016/j.calphad.2025.102892
Dongyu Cui, Jiong Wang
{"title":"Thermodynamic and kinetic studies of the performance effect of Al doping in the Ge-Sb-Te phase change materials","authors":"Dongyu Cui,&nbsp;Jiong Wang","doi":"10.1016/j.calphad.2025.102892","DOIUrl":"10.1016/j.calphad.2025.102892","url":null,"abstract":"<div><div>Ge-Sb-Te (GST) ternary materials are representative phase-change material (PCMs) known for their high speed, stability, and low power consumption. The 10-year data retention temperature can be improved by doping with Al, which raises the data retention capability. In this work, the thermal and kinetic descriptions of the Al-doped Ge-Sb-Te system are studied using the CALPHAD (CALculation of PHAse Diagram) and first-principles methods to study the effects of Al-doped Ge-Sb-Te phase change memory materials. First, the thermodynamic description of the Al-doped Ge-Sb-Te are determined. In this progress, the Al-Te binary system is reassessed based on the reported thermodynamic properties. For the ternary systems, seven Al-Ge-Sb alloys and five Al-Ge-Te alloys are employed to determine ternary phase equilibria, revealing no ternary compounds. The Al-Sb-Te ternary system is also assessed by integrating reported isothermal sections. Then, the MSD (mean square displacements) of Ge, Sb, and Te atoms in different systems and temperatures are calculated under the liquid and overcooled liquid state using the AIMD (Ab initio Molecular Dynamics) simulations, which are used to constructed a description of their atomic mobility. Finally, thermodynamic and kinetic description are used to quantitatively predict the amorphous stability, power consumption and amorphous forming ability of the Al-dopped Ge-Sb-Te phase-change materials. Research shows that Al can improve the above performance of the Ge<sub>2</sub>Sb<sub>2</sub>Te<sub>5</sub> phase. These analyses enhance our understanding of relation between thermodynamic properties and materials performance, offering valuable insights for the design and optimization of Al-doped Ge-Sb-Te phase change memory materials.</div></div>","PeriodicalId":9436,"journal":{"name":"Calphad-computer Coupling of Phase Diagrams and Thermochemistry","volume":"91 ","pages":"Article 102892"},"PeriodicalIF":1.9,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145412540","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental study and thermodynamic assessment of the MgO-Al2O3-P2O5 system MgO-Al2O3-P2O5体系的实验研究及热力学评价
IF 1.9 3区 材料科学
Calphad-computer Coupling of Phase Diagrams and Thermochemistry Pub Date : 2025-12-01 Epub Date: 2025-09-25 DOI: 10.1016/j.calphad.2025.102883
Caisheng Guo , Fengyang Gao , Caicai Zhang , Tengfei Deng
{"title":"Experimental study and thermodynamic assessment of the MgO-Al2O3-P2O5 system","authors":"Caisheng Guo ,&nbsp;Fengyang Gao ,&nbsp;Caicai Zhang ,&nbsp;Tengfei Deng","doi":"10.1016/j.calphad.2025.102883","DOIUrl":"10.1016/j.calphad.2025.102883","url":null,"abstract":"<div><div>The phase relationships of the MgO-Al<sub>2</sub>O<sub>3</sub>-P<sub>2</sub>O<sub>5</sub> system at 1473 K was determined using the quenching method. The ternary compound MgAl(PO<sub>4</sub>)O was considered in this study, which had not been addressed in previous reports. The phase diagram of the MgO-Al<sub>2</sub>O<sub>3</sub>-P<sub>2</sub>O<sub>5</sub> system was thermodynamically assessed using the CALculation of PHAse Diagram (CALPHAD) method with Thermo-Calc software, incorporating both the experimental data from this study and existing literature data. An ionic two-sublattice model, (Mg<sup>+2</sup>, Al<sup>+3</sup>)<sub>P</sub>(O<sup>−2</sup>,AlO<sub>2</sub><sup>−1</sup>,PO<sub>4</sub><sup>−3</sup>,PO<sub>7/2</sub><sup>−2</sup>,PO<sub>3</sub><sup>−1</sup>,PO<sub>5/2</sub>)<sub>Q</sub> was used to described the liquid phase of the MgO-Al<sub>2</sub>O<sub>3</sub>-P<sub>2</sub>O<sub>5</sub> system. The excess Gibbs energy was formulated by the Redlich-Kister expression. All solid intermediate compounds containing phosphorus were treated as stoichiometric compounds. The Gibbs energy of intermediate compounds could be modeled following Neumann-Kopp's rule. A set of self-consistent thermodynamic parameters for the MgO-Al<sub>2</sub>O<sub>3</sub>-P<sub>2</sub>O<sub>5</sub> system was obtained and the calculated phase diagrams were in good agreement with the experimental data. This work contributes to the construction of the database for high-order systems, thereby facilitating the synthesis of phosphorus-containing materials.</div></div>","PeriodicalId":9436,"journal":{"name":"Calphad-computer Coupling of Phase Diagrams and Thermochemistry","volume":"91 ","pages":"Article 102883"},"PeriodicalIF":1.9,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145155689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thermodynamic assessment of CaO-Al2O3-SiO2-Ce2O3 subsystems CaO-Al2O3-SiO2-Ce2O3子系统热力学评价
IF 1.9 3区 材料科学
Calphad-computer Coupling of Phase Diagrams and Thermochemistry Pub Date : 2025-12-01 Epub Date: 2025-09-23 DOI: 10.1016/j.calphad.2025.102884
Haoran Wang , Fengqi Zhou , Tongsheng Zhang , Yusheng Hu , Jian Yang , Zushu Li
{"title":"Thermodynamic assessment of CaO-Al2O3-SiO2-Ce2O3 subsystems","authors":"Haoran Wang ,&nbsp;Fengqi Zhou ,&nbsp;Tongsheng Zhang ,&nbsp;Yusheng Hu ,&nbsp;Jian Yang ,&nbsp;Zushu Li","doi":"10.1016/j.calphad.2025.102884","DOIUrl":"10.1016/j.calphad.2025.102884","url":null,"abstract":"<div><div>To guide the production of rare earth steels and optimization of recycling processes for rare earth solid wastes, the thermodynamic properties of related rare earth oxides containing systems need to be understood. However, only limited thermodynamic data are currently available for such slag systems. Based on the existing experimental data as well as thermodynamic data, thermodynamic descriptions of CaO-SiO<sub>2</sub>-Ce<sub>2</sub>O<sub>3</sub>, CaO-Al<sub>2</sub>O<sub>3</sub>-Ce<sub>2</sub>O<sub>3</sub>, Al<sub>2</sub>O<sub>3</sub>-SiO<sub>2</sub>-Ce<sub>2</sub>O<sub>3</sub> ternary system and Ce<sub>2</sub>O<sub>3</sub>-SiO<sub>2</sub> binary system were constructed in current work. The Gibbs energy of liquid slag was modeled by using the Modified Quasichemical Model, and the excess Gibbs energy of solid phases were described with polynomial expansions. The optimized phase diagrams are in good agreement with the experimental data in previous researches.</div></div>","PeriodicalId":9436,"journal":{"name":"Calphad-computer Coupling of Phase Diagrams and Thermochemistry","volume":"91 ","pages":"Article 102884"},"PeriodicalIF":1.9,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145119041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thermodynamics of the MgCl2-MgSO4 and CaCl2-CaSO4 systems MgCl2-MgSO4和CaCl2-CaSO4体系的热力学
IF 1.9 3区 材料科学
Calphad-computer Coupling of Phase Diagrams and Thermochemistry Pub Date : 2025-12-01 Epub Date: 2025-10-10 DOI: 10.1016/j.calphad.2025.102888
Amedeo Morsa , Elena Yazhenskikh , Rhys Dominic Jacob , Michael Müller , Dmitry Sergeev
{"title":"Thermodynamics of the MgCl2-MgSO4 and CaCl2-CaSO4 systems","authors":"Amedeo Morsa ,&nbsp;Elena Yazhenskikh ,&nbsp;Rhys Dominic Jacob ,&nbsp;Michael Müller ,&nbsp;Dmitry Sergeev","doi":"10.1016/j.calphad.2025.102888","DOIUrl":"10.1016/j.calphad.2025.102888","url":null,"abstract":"<div><div>Thermodynamic properties of MgCl<sub>2</sub>-MgSO<sub>4</sub> and CaCl<sub>2</sub>-CaSO<sub>4</sub> binary systems hold significant importance in the exploration of potential phase change materials for thermal energy storage applications. This study aims to elucidate the phase diagrams and thermodynamic properties of the eutectic mixtures within these systems, employing experimental techniques such as Differential Thermal Analysis (DTA) and Differential Scanning Calorimetry (DSC). Through comprehensive experimental investigations, the phase diagrams of the MgCl<sub>2</sub>-MgSO<sub>4</sub> and CaCl<sub>2</sub>-CaSO<sub>4</sub> systems were meticulously delineated, revealing the eutectic compositions and transition temperatures. Specifically, the eutectic composition for MgCl<sub>2</sub>-MgSO<sub>4</sub> was proposed to be 28.0 mol% MgSO<sub>4</sub> with a melting temperature of 663 ± 5 °C, while for the CaCl<sub>2</sub>-CaSO<sub>4</sub> system it was found to be at 14.0 mol% CaSO<sub>4</sub> and 722 ± 5 °C. Additionally, the enthalpy of fusion of these eutectic mixtures was for the first time determined, providing crucial insights into their thermal behaviour. They are 38.2 ± 1.0 kJ/mol for the Mg-containing system and 30.2 ± 0.4 kJ/mol for the Ca-containing system, respectively. The experimental data obtained in this study served as the foundation for the development of a new Gibbs energy dataset, which is essential for conducting thermodynamic calculations. The utilisation of this dataset enables accurate predictions of thermodynamic properties across the entire composition and temperature ranges of the systems under investigation.</div></div>","PeriodicalId":9436,"journal":{"name":"Calphad-computer Coupling of Phase Diagrams and Thermochemistry","volume":"91 ","pages":"Article 102888"},"PeriodicalIF":1.9,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145263127","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diffusion study between NiCrFe alloy and high entropy alloys NiCrFe合金与高熵合金间的扩散研究
IF 1.9 3区 材料科学
Calphad-computer Coupling of Phase Diagrams and Thermochemistry Pub Date : 2025-12-01 Epub Date: 2025-09-26 DOI: 10.1016/j.calphad.2025.102882
Juan Chen , Zhanqi E , Na Ta , Jinkun Xiao , Lijun Zhang
{"title":"Diffusion study between NiCrFe alloy and high entropy alloys","authors":"Juan Chen ,&nbsp;Zhanqi E ,&nbsp;Na Ta ,&nbsp;Jinkun Xiao ,&nbsp;Lijun Zhang","doi":"10.1016/j.calphad.2025.102882","DOIUrl":"10.1016/j.calphad.2025.102882","url":null,"abstract":"<div><div>The diffusion couples composed of NiCrFe (Ni-21 at% Cr-9 at% Fe) alloy and three kinds of high entropy alloys (CoCrFeMn<sub>0.2</sub>Ni, Al<sub>x</sub>CoCrFeNi (x = 0.2 or 0.3), and CoCrCu<sub>0.2</sub>FeNi HEAs) were fabricated, and subjected to diffusion annealing at 1273, 1323, and 1373 K, respectively. The interdiffusion coefficients were calculated using electron probe technology and <strong>Hi</strong>gh-<strong>t</strong>hroughput <strong>D</strong>etermination of <strong>I</strong>nterdiffusion <strong>C</strong>oefficients (HitDIC) software, and their reliability was validated. The interdiffusion coefficients increase as the temperature increase. The diffusion coefficients of Mn, Al, and Cu atoms on HEAs side in all diffusion couples are higher than those of Fe, Co, and Ni in the corresponding diffusion couples, and Al has the lower diffusion coefficient than Co, Cr, and Fe on NiCrFe side in Al<sub>x</sub>CoCrFeNi/NiCrFe diffusion couples. Furthermore, based on the interdiffusion coefficients at three different temperatures, the diffusion activation energies of atoms were also analyzed.</div></div>","PeriodicalId":9436,"journal":{"name":"Calphad-computer Coupling of Phase Diagrams and Thermochemistry","volume":"91 ","pages":"Article 102882"},"PeriodicalIF":1.9,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145155690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thermodynamic modelling of the Al–Ni–V system Al-Ni-V体系的热力学模型
IF 1.9 3区 材料科学
Calphad-computer Coupling of Phase Diagrams and Thermochemistry Pub Date : 2025-12-01 Epub Date: 2025-10-09 DOI: 10.1016/j.calphad.2025.102887
Bengt Hallstedt , Mehdi Noori
{"title":"Thermodynamic modelling of the Al–Ni–V system","authors":"Bengt Hallstedt ,&nbsp;Mehdi Noori","doi":"10.1016/j.calphad.2025.102887","DOIUrl":"10.1016/j.calphad.2025.102887","url":null,"abstract":"<div><div>Al, Ni and V are common alloying elements in many kinds of alloys, but all three are rarely used together. Therefore, only a rather small number of investigations have been made within this system. In this work, the existing knowledge about the Al–Ni–V system was collected and a Calphad type thermodynamic model was constructed. The NiAl-based B2 phase, the Ni<sub>3</sub>Al-based L1<sub>2</sub> phase, the fcc, the bcc and the σ phase extend appreciably into the ternary system, but there is no ternary phase. For the first four phases order–disorder models are used. The modelling of the σ phase, using a three sublattice 10:4:16 model, is supported by extensive first principles calculations. The present modelling is based on previous assessments of the binary systems with some modification of the Al–V system. In spite of a lack of reliable experimental data, a reasonable model of the system could be constructed.</div></div>","PeriodicalId":9436,"journal":{"name":"Calphad-computer Coupling of Phase Diagrams and Thermochemistry","volume":"91 ","pages":"Article 102887"},"PeriodicalIF":1.9,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145263126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applying the Effective Bond Energy Formalism (EBEF) to describe the mu (μ) and sigma (σ) phases in the Co-Cr-Ni-W system 应用有效键能形式(EBEF)描述Co-Cr-Ni-W体系中的mu (μ)和sigma (σ)相
IF 1.9 3区 材料科学
Calphad-computer Coupling of Phase Diagrams and Thermochemistry Pub Date : 2025-12-01 Epub Date: 2025-11-30 DOI: 10.1016/j.calphad.2025.102897
Júlio César Pereira dos Santos , Sean Griesemer , Ursula R. Kattner , Chris Wolverton , Carelyn E. Campbell
{"title":"Applying the Effective Bond Energy Formalism (EBEF) to describe the mu (μ) and sigma (σ) phases in the Co-Cr-Ni-W system","authors":"Júlio César Pereira dos Santos ,&nbsp;Sean Griesemer ,&nbsp;Ursula R. Kattner ,&nbsp;Chris Wolverton ,&nbsp;Carelyn E. Campbell","doi":"10.1016/j.calphad.2025.102897","DOIUrl":"10.1016/j.calphad.2025.102897","url":null,"abstract":"<div><div>The Effective Bond Energy Formalism (EBEF) is used in the present work to describe the mu (μ) and sigma (σ) phases in the Co-Cr-Ni-W system. This represents the first time that: i) μ is described using the EBEF, and ii) two Topologically Closed-Packed (TCP) phases are simultaneously described with the EBEF. Both phases are described with thermodynamic models that are more consistent with their real crystallography and their formation energies are determined using new Density Functional Theory (DFT) calculations. The good agreement obtained between the calculated phase diagrams and the experimental results indicates once again that the EBEF is suitable to describe complex TCP phases. Furthermore, the implementation of the EBEF led to a significant reduction in the number of adjustable/ternary parameters needed, when the present thermodynamic assessment is compared to descriptions available in the literature.</div></div>","PeriodicalId":9436,"journal":{"name":"Calphad-computer Coupling of Phase Diagrams and Thermochemistry","volume":"91 ","pages":"Article 102897"},"PeriodicalIF":1.9,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145680796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental determination and thermodynamic calculation of phase equilibria in the Ce-Fe-B ternary system Ce-Fe-B三元体系相平衡的实验测定与热力学计算
IF 1.9 3区 材料科学
Calphad-computer Coupling of Phase Diagrams and Thermochemistry Pub Date : 2025-12-01 Epub Date: 2025-09-29 DOI: 10.1016/j.calphad.2025.102885
J. Wang , K. Song , G. Fu , L. Sun , M.H. Rong , Q.R. Yao , G.H. Rao , H.Y. Zhou
{"title":"Experimental determination and thermodynamic calculation of phase equilibria in the Ce-Fe-B ternary system","authors":"J. Wang ,&nbsp;K. Song ,&nbsp;G. Fu ,&nbsp;L. Sun ,&nbsp;M.H. Rong ,&nbsp;Q.R. Yao ,&nbsp;G.H. Rao ,&nbsp;H.Y. Zhou","doi":"10.1016/j.calphad.2025.102885","DOIUrl":"10.1016/j.calphad.2025.102885","url":null,"abstract":"<div><div>In this work, the phase equilibria of the Ce-Fe-B ternary system were investigated experimentally by using the equilibrated alloy method with electron probe microanalysis (EPMA) with wavelength-dispersive spectrometer (WDS), scanning electron microscopy (SEM) with energy dispersive spectroscopy (EDS) and X-ray powder diffraction (XRD). The experimental results revealed that three ternary intermetallic compounds Ce<sub>2</sub>Fe<sub>14</sub>B (τ<sub>1</sub>) with the Nd<sub>2</sub>Fe<sub>14</sub>B-type structure and space group <em>P</em>4<sub>2</sub>/<em>mnm</em>, Ce<sub>1.1</sub>Fe<sub>4</sub>B<sub>4</sub> (τ<sub>2</sub>) with the Nd<sub>l+ε</sub>Fe<sub>4</sub>B<sub>4</sub>-type structure and space group <em>P</em>4<sub>2</sub>/<em>n</em>, and Ce<sub>5</sub>Fe<sub>2</sub>B<sub>6</sub> (τ<sub>3</sub>) with the Pr<sub>5</sub>Co<sub>2</sub>B<sub>6</sub>-type structure and space group <span><math><mrow><mi>R</mi><mover><mn>3</mn><mo>‾</mo></mover><mi>m</mi></mrow></math></span> were confirmed, and two isothermal sections of the Ce-Fe-B ternary system at 673 K and 873 K were determined. Furthermore, based on the experimental results measured in this work and reported in the literature, thermodynamic calculation of the Ce-Fe-B ternary system was performed using the CALPHAD method in combination with the previous assessments of the Ce-Fe, Ce-B and Fe-B binary systems. The calculated isothermal sections, vertical sections and liquidus projection in the Ce-Fe-B ternary system show good agreement with the experimental results. It indicates that the self-consistent thermodynamic parameters of this ternary system were obtained in this work. This research provides a solid foundation for establishing a thermodynamic database of the multi-component Nd-Fe-B-based alloy systems, and then designing novel Nd-Fe-B permanent magnets containing high-abundant rare earth elements.</div></div>","PeriodicalId":9436,"journal":{"name":"Calphad-computer Coupling of Phase Diagrams and Thermochemistry","volume":"91 ","pages":"Article 102885"},"PeriodicalIF":1.9,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145217530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Summary report of CALPHAD LI –Mannheim, Germany, May 2024 CALPHAD总结报告LI -Mannheim,德国,2024年5月
IF 1.9 3区 材料科学
Calphad-computer Coupling of Phase Diagrams and Thermochemistry Pub Date : 2025-09-01 Epub Date: 2025-08-06 DOI: 10.1016/j.calphad.2025.102862
Hans Jürgen Seifert , Andre Schneider
{"title":"Summary report of CALPHAD LI –Mannheim, Germany, May 2024","authors":"Hans Jürgen Seifert ,&nbsp;Andre Schneider","doi":"10.1016/j.calphad.2025.102862","DOIUrl":"10.1016/j.calphad.2025.102862","url":null,"abstract":"<div><div>The CALPHAD LI 2024 conference was held in Mannheim, Germany from May 26 to May 31, 2024. We had 203 attendees from 25 countries. The activities in CALPHAD LI included 81 oral presentations, 95 posters, and three software workshops. The topics covered during the conference were gathered in 12 categories.</div></div>","PeriodicalId":9436,"journal":{"name":"Calphad-computer Coupling of Phase Diagrams and Thermochemistry","volume":"90 ","pages":"Article 102862"},"PeriodicalIF":1.9,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145004017","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Calphad-computer Coupling of Phase Diagrams and Thermochemistry Pub Date : 2025-09-01 Epub Date: 2025-07-10 DOI: 10.1016/j.calphad.2025.102838
C. Frueh, C. Aras, Ö. Büyükuslu, M. to Baben
{"title":"aiMP and aiOQ databases in FactSage: Materials informatics relying on ab initio, machine learning and CALPHAD data","authors":"C. Frueh,&nbsp;C. Aras,&nbsp;Ö. Büyükuslu,&nbsp;M. to Baben","doi":"10.1016/j.calphad.2025.102838","DOIUrl":"10.1016/j.calphad.2025.102838","url":null,"abstract":"<div><div>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.</div><div>This work demonstrates three Materials Informatics applications of large-scale CALPHAD-compatible databases enabled by automated workflows.</div><div>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.</div><div>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.</div><div>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.</div></div>","PeriodicalId":9436,"journal":{"name":"Calphad-computer Coupling of Phase Diagrams and Thermochemistry","volume":"90 ","pages":"Article 102838"},"PeriodicalIF":1.9,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144588725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书