• Ce addition significantly improves hydrogen absorption kinetics; Ti0.98Zr0.02Mn1.5Cr0.05V0.43Fe0.09Ce0.02 reaches 90% of its maximum capacity in 137 s at 293 K.
• Hydrogen storage capacity first increases and then decreases with Ce content, reaching a peak of 1.85 wt% at x = 0.04.
• Thermodynamic analysis shows that Ce improves storage capacity mainly by increasing the enthalpy of hydrogen absorption.
• Microstructural benefits include lattice expansion of the C14 Laves phase and a Ce-induced deoxidization effect, enhancing absorption kinetics.
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