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Page 4 of 37                            Ye et al. J Mater Inf 2023;3:15  https://dx.doi.org/10.20517/jmi.2023.08

               L ↔ Fe Ho  + fcc-Fe, L ↔ Fe Ho  + Fe Ho , L ↔ Fe Ho + Fe Ho, and L ↔ hcp-Ho + Fe Ho.  Besides,  the
                                                    6
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                         2
                     17
                                           2
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               enthalpy of formation of Fe Ho was investigated , while those of Fe Ho  and Fe Ho  were reported .
                                                        [44]
                                                                                                   [54]
                                      2
                                                                            2
                                                                         17
                                                                                       6
                                                                                   23
               Kolesnichenko et al. determined the Fe-Tm binary system . Considering the review of Massalski , four
                                                                 [88]
                                                                                                   [89]
               phases exist in this system. Fe Tm is formed congruently from liquid phase at 1573 K, while Fe Tm ,
                                                                                                         2
                                          2
                                                                                                     17
               Fe Tm , and Fe Tm form by three peritectic transformation. The enthalpy of formation of Fe Tm  and
                 23
                                                                                                     2
                     6
                             3
                                                                                                 17
               Fe Tm was studied [44,54] .
                 2
               The Fe-Tm and Fe-Ho binary systems were evaluated in Refs [19,90,91] . A reassessment of these two binary
               systems was performed in our previous study , and the assessments are consistent well with the
                                                          [28]
               experimental information.
               Fe-Tb and Fe-Dy
               The Fe-Tb binary system has been studied [92,93] . However, the determined melting temperatures  show the
                                                                                                [93]
               large experimental errors (± 50 K and about 3 at.%). Based on the experiment results , Okamoto [94]
                                                                                             [92]
               reported the Fe-Tb binary system. Four Fe Tb , Fe Tb , Fe Tb, and Fe Tb intermetallic compounds are
                                                            23
                                                     17
                                                        2
                                                                   3
                                                               6
                                                                             2
               produced via the peritectic transformation at 1,585 K, 1,549 K, 1,485 K, and 1,460 K, respectively, and
               Fe Tb  is produced at 1,589 K by the congruent melting. A eutectic reaction (L ↔ Fe Tb +bcc-Fe) takes
                                                                                         17
                 17
                                                                                             2
                     2
               place according to the DTA results  at 1,574 K.
                                            [95]
                                                         [96]
               The Fe-Dy binary system has been determined . Four Fe Dy , Fe Dy , Fe Dy, and Fe Dy intermetallic
                                                                         23
                                                                      2
                                                                  17
                                                                                           2
                                                                                 3
                                                                             6
               compounds were found [96-98] . According to the literature [96,99] , there are two congruent transformations
               (L ↔ Fe Dy  and L ↔ Fe Dy),  two  peritectic  transformations  (L + Fe Dy  ↔ Fe Dy   and
                                                                                                    6
                         2
                      17
                                                                                                23
                                                                                           2
                                    3
                                                                                       17
               L + Fe Dy ↔ Fe Dy), and three eutectic transformations (L ↔ Fe Dy  + fcc-Fe, L ↔ Fe Dy  + Fe Dy, and
                                                                                          23
                    3
                                                                                              6
                                                                                                  3
                                                                           2
                                                                        17
                            2
               L ↔ Fe Dy + hcp-Dy).
                     2
               Ivanov et al. measured the enthalpy of mixing and the partial enthalpy of mixing of Fe, Tb, and Dy at
               1,833 K . The activities of Dy in Fe-Dy alloys between 1,273 K and 1,573 K were reported . The heat
                     [53]
                                                                                               [100]
               capacity, the enthalpy difference                  and the entropy of formation        of Fe Tb and Fe Dy at low
               temperature  (below 300  K) were measured . Furthermore, the  enthalpy of formation  of Fe Tb  and
                                                     [101]
                                                                                                     2
                                                                                                  17
               Fe Dy  was measured . The enthalpy of formation of Fe Tb, Fe Tb , Fe Dy, and Fe Dy  was recently
                                  [54]
                                                                                          17
                                                                                             2
                                                                               2
                                                                            2
                                                                  2
                                                                        17
                 17
                     2
               measured to be -5.5 ± 2.4, -2.1 ± 3.1, -1.6 ± 2.9, and -5.3 ± 1.7 kJ/mol-atom , respectively. Similarly, the
                                                                                [102]
               enthalpy of formation of Fe Dy, Fe Dy, and Fe Dy  was reported . Using ab initio calculation, the
                                                                          [103]
                                         2
                                                             2
                                                          17
                                               3
               enthalpy of formation of Fe Dy was reported to be -7.7 kJ/mol-atom .
                                                                        [44]
                                      2
               The Fe-Tb and Fe-Dy binary systems were calculated by several authors [19,83,104,105] . In our previous work, a
               thermodynamic reassessment of the Fe-RE (RE = Tb and Dy) systems was conducted . However, the heat
                                                                                        [27]
               capacity curves of Fe Tb and Fe Dy show artificial break points at 120 K due to the unreasonable
                                   2
                                             2
               expressions of their Gibbs energies. Therefore, the Gibbs energies of Fe Tb and Fe Dy were reassessed in
                                                                                      2
                                                                             2
               this work based on the previous calculations .
                                                    [27]
               Fe-Er
               Buschow and Goot  investigated the Fe-Er binary phase diagram, and found Fe Er , Fe Er , Fe Er, and
                                [106]
                                                                                      17
                                                                                         2
                                                                                                   3
                                                                                                6
                                                                                            23
               Fe Er. Meyer  studied the Fe-Er binary system, but the melting temperatures of these intermetallic
                          [107]
                 2
               compounds determined by Meyer  are much lower (about 70 K) than the results . Subsequently,
                                              [107]
                                                                                          [106]
                                                                                                       [106]
               Kolesnikov et al.  re-determined the Fe-Er binary system and confirmed the reported results .
                              [108]
                                                                             [109]
               Furthermore, the experimental results [106-108]  were reviewed by Okamoto . The experimental results [106-108]
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