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Kumar et al. Energy Mater. 2025, 5, 500109  https://dx.doi.org/10.20517/energymater.2025.22  Page 13 of 17

               From the Debye-Callaway model and the obtained fitting parameters, the λ  and average phonon scattering
                                                                              Ph
               time τ  can be obtained using
                    ph
                                                                                                       (10)




                                                                                                       (11)



               The obtained λ  and τ  are listed in Table 1. The λ  follows the behavior of κ  with HEA concentrations as
                                                          Ph
                                  ph
                            Ph
                                                                                 L
               presented in Table 1 and Figure 6D. The λ  values decreased for x = 0.1 and monotonically increased with
                                                   Ph
               increasing the HEA concentration for both the Pa- and Pe-directions of the BST+HEA  samples. The
                                                                                             x
               decreasing λ  for x = 0.1 is due to the phonons’ scattering between the BST matrix and nanoprecipitation of
                         Ph
               HEA. The increasing λ  is consistent with the grain connectivity increase between the HEA nanoparticles
                                   Ph
               and BST matrix.
               Temperature-dependent ZT values of the hot-pressed BST+HEA  (x = 0, 0.1, 0.5, and 1.0 vol%) samples for
                                                                      x
               the Pa- and Pe-directions are presented in Figure 7A. The ZT values are increased with increasing
               temperature near room temperature but decrease above 350 K due to the bipolar effect. The ZT values of
               the BST+HEA  samples are enhanced with the additions of the HEA nanoparticles below 0.5 vol%. The ZT
                           x
               value of the sintered HEA (TaNb HfZrTi) sample is ZT = 0.0012 at 300 K.  Figure 7B clearly shows that the
                                           2
               HEA additions in the BST matrix improve the TE performances below 0.5 vol%. In particular, the HEA
               nanoparticles are more effective at enhancing the ZT values of the BST in the Pa-direction. The ZT values in
               the BST with the HEA additions are increased from 0.93 (x = 0) to 1.23 (x = 0.1 vol%) for the Pa-direction at
               300 K. Furthermore, the maximum ZT value (1.33 at 350 K) is observed in the 0.1 vol% sample for the
               Pa-direction.


               The HEA nanoparticles effectively increase the electronic MFP λ  in the Pa-direction, and decrease the λ  in
                                                                     e
                                                                                                      Ph
               both Pe- and Pa-directions for x ≤ 0.5, indicating the effective phonon glass and electron crystal by
               enhancing the grain connectivity and nanoparticle distribution in the BST matrix. The enhanced ZT value
               of the Pa-direction in the 0.1 vol% sample is caused by the increased electrical conductivity and decreased κ .
                                                                                                         L
               The increase of the electrical conductivity is due to the enhanced λ  and the reduced κ  is due to the
                                                                            e
                                                                                             L
               scattering of phonons (decrease of λ ) for the HEA nanoparticle distributions.
                                             Ph
               Figure 7C and D shows the average ZT (ZT ), which can be obtained by [3]
                                                   avg.

                                                                                                       (12)


               where T  and T  are the temperatures on the hot side and cold side, respectively. The ZT  is an
                              cold
                                                                                                   avg.
                       hot
               important factor for real applications when the thermoelectric materials are exposed to thermal gradients.
               The maximum ZT  of the BST+HEA  samples is 1.26 (0.1 vol%, Pa-direction) at the T  = 425K and T  =
                                               x
                                                                                                      cold
                                                                                         hot
                               avg.
               300 K. The ZT  of the BST+HEA  samples show higher TE performance compared to other reported
                            avg.
                                              x
               values in the literature [37,41,45-51] . The high ZT  values achieved with the HEA additions in the BST indicate
                                                    avg.
               strong potential for practical applications under temperature gradients.
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