“…Nanoparticles are categorized as magnetic (iron, cobalt etc. and the oxides) [13][14][15][16], metallic (gold, silver, copper, and Platinum) [17,18] or metal oxides (oxides of aluminum, zinc, silicon, magnesium, zirconium, cerium, titanium) [8,[19][20][21][22][23]. Among these categories, the metal oxides are the most commonly used nanoparticles in EOR [24][25][26][27][28] as the material offers special unique structures, compositions, physical, and chemical properties.…”