“…The strong affinity of Lewis soft base site S 2– in the anionic frameworks for relatively soft Lewis acidic metal ions, along with the easily exchangeable cations located in the interlayer space or channels, and the flexibility of their structures make these materials excellent ion-exchange candidates for the capture of radioactive (e.g., Cs + , Sr 2+ , UO 2 2+ , Th 4+ , Ln 3+ ) and heavy metal ions (e.g., Ba 2+ , Co 2+ , Ni 2+ , Pb 2+ , Hg 2+ , Cd 2+ ). ,− Reports on MSIEs for Pd 2+ removal are quite limited, mainly focusing on metal sulfide nanoparticles (such as SnS, CuS, and MoS 2 ). ,, In addition, the sorption studies were conducted in hydrochloric acid solutions with higher pH values compared to the conditions that typically prevail in spent nuclear waste. ,, Moreover, although HLLWs generally contain high concentrations of nitric acid, there are rare examples in the literature of sorbents that can effectively remove Pd 2+ under such harsh conditions. Recently, we highlighted the stability of two members of the NMS familyspecifically, Na-NMS and Mg-NMS, demonstrating their robustness under highly acidic conditions for varying time durations, from several hours to a couple of days …”