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Ye et al. J Mater Inf 2023;3:15  https://dx.doi.org/10.20517/jmi.2023.08         Page 3 of 37

               The Fe-Ce binary system was experimentally investigated by different researchers [36-41] . Fe Ce  and Fe Ce
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               compounds were found to form through peritectic reactions. In terms of thermochemical properties of
               liquid Fe-Ce alloys, the enthalpy of mixing and the partial enthalpy of mixing of Fe and Ce were measured
               experimentally by different researchers [35,42-43] , while the enthalpy of formation of Fe Ce  and Fe Ce was
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               measured [44-45] .
               Thermodynamic calculation of the Fe-La system was performed by several researchers [18,46] , and that of the
               Fe-Ce system was performed [18,47] . In our previous work, the Fe-La and Fe-Ce binary systems were reassessed
               in consideration of new measured experimental results . The calculated results of these two binary
                                                                 [29]
               systems  are consistent well with the experimental information.
                      [29]
               Fe-Pr and Fe-Nd
               The Fe-Pr binary system has been experimentally studied [48-50] . According to the review [51,52] , Fe Pr  is the
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               only stable phase. There are two peritectic reactions, one peritectoid reaction, and one eutectic reaction. The
               thermodynamic properties in liquid Fe-Pr alloys were determined , while the enthalpy of formation of
                                                                         [53]
               Fe Pr  was reported in Refs [44,54] .
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               Several researchers investigated the Fe-Nd binary system [55-59] . These experimental results [55-59]  show that
               Fe Nd  is the only stable phase. However, the  researchers [60,61]  found that  Fe Nd  is also a stable
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               intermetallic compound, and then the Fe-Nd phase diagram was revised accordingly. Okamoto [62,63]
               reviewed  the  Fe-Nd  binary  system.  The  thermodynamic  properties  of  liquid  Fe-Pr  alloys  were
               determined , while the enthalpy of formation of Fe Nd  was reported [44,54] .
                         [53]
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               The  Fe-Pr  binary  system  was  calculated [18,64-66] , while  the  Fe-Nd  system  was  calculated  by  several
               authors [18,60,67-68]  considering these two stable intermetallic compounds, Fe Nd  and Fe Nd . In our previous
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                                                                   [25]
               work, the Fe-Pr and Fe-Nd binary systems were re-optimized  considering new determined experimental
               results. The calculated results of these two binary systems  are in accordance with the experimental
                                                                   [25]
               information.
               Fe-Sm and Fe-Gd
                                                                          [69]
               The Fe-Sm binary system has been determined by several authors . Three intermetallic compounds,
               Fe Sm , Fe Sm, and Fe Sm, are formed (L + fcc-Fe ↔ Fe Sm , L + Fe Sm  ↔ Fe Sm, L + Fe Sm ↔ Fe Sm).
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                     2
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               Using the high-temperature calorimetric method, the enthalpy of mixing and the partial enthalpy of mixing
               at 1,829 K were determined , while the enthalpy of formation of Fe Sm  was measured .
                                      [70]
                                                                                         [44]
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               The Fe-Gd binary system has been studied experimentally [71-78] . According to these measurements, four
               Fe Gd , Fe Gd , Fe Gd, and Fe Gd intermetallic compounds are formed by the peritectic transformation.
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               The thermodynamic properties of liquid Fe-Gd alloys were measured [53,79] . The enthalpy of formation of Fe 2
                                                                                              [81]
               Gd was reported [44,80] . The enthalpy of formation of Fe Gd , Fe Gd, and Fe Gd was determined .
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               The Fe-Sm binary system was calculated [18,82-83] , and the Fe-Gd binary system was evaluated [19,84-86] . The Fe-Sm
               and Fe-Gd systems were reassessed in our previous work , and the calculations are in accordance with the
                                                               [26]
               experimental information.
               Fe-Ho and Fe-Tm
               Roe et al. investigated the Fe-Ho binary system . Fe Ho , Fe Ho , and Fe Ho are formed by congruent
                                                         [87]
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               melting, and Fe Ho forms through the peritectic transformation. Four eutectic reactions are separately
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