Supplemental Material 1. Introduction It is generally true that the relative stability of any two polymorphs depends on their free energies; the most stable polymorph has a minimum Gibbs free energy. Surface effects, which were ignored due to the small surface to volume ratio in bulk have to be taken into consideration since the surface to volume ratio of nanocrystals is fairly large, and the surface can affect the ‘bulk’ properties of nanocrystals [14]. Internal pressure due to excessive number of dangling bonds has seen to cause discrepancy in theoretical and experimental particle size values [12]. Other affects like shape factor [13] also contribute to the general stability and thus have to be considered when developing theoretical background to predict critical particle size values. Thus, in our approach we have taken into account the combined effect of all the factors to predict the particle size quantitatively for an observed polymorphic transition. 2. Phase Transformation in Alumina Blonski and Garofalini[27] observed that γ-Al2O3 can sustain higher surface areas at high temperatures whereas α- Al2O3 would coarsen at similar temperatures. It is observed that αAl2O3 corundum structure is the stable phase in bulk. Navrotsky and Mchale[6], when using high temperature oxide melt calorimetry for nanocrystalline Al2O3, showed that γ-Al2O3 (the phase observed for nano-sized particles) is more stable in enthalpy than nanophase α-Al2O3 (corundum), the macrocrystalline thermodynamically stable phase. Mchale et al.[29] observed that γ-Al2O3 is the thermodynamically stable modification when the specific surface area of alumina is larger than 125 m2/g, or less than about 13 nm in particle size. Also, a very recent study in Ref. 5 achieved a γ-Al2O3 transformation temperature of 473K with particle size of 3.2nm. 3. Phase transformation in Titania Rutile titania is thermodynamically stable at room temperature, and anatase is kinetically stable and transforms to rutile at higher temperatures[21]. The transformation of macroscopic specimens of anatase into rutile reaches a measurable speed at 1273K. With nanosized anatase, the transformation reaches a measurable speed at 673K[4]. It was observed by Mitsuhashi and Kleppa[30], that thermodynamic stability of different titania phases is particle dependent. This explains why anatase is the more stable phase at the nanoscale at particle size below 14nm. The titania phase transformations were predicted somewhat by Zhang and Banfield[10], who concluded that, for equally sized particles, for particle size <11nm, anatase was thermodynamically stable, for particle size between 11nm and 35nm, brookite was stable, and for particle size >35nm, rutile was stable. They also showed that the stability of anatase and rutile reverses at 16nm which was in reasonable agreement with the 14nm particle size observed by Mitsuhashi and Kleppa[30]. Gouma et al.[4] had predicted the critical particle size to be 8nm below which anatase was stable. 4. Phase transformation in Zirconia Monoclinic ZrO2 phase, stable at room temperature, is transformed to tetragonal at 1443K[31]. The tetragonal to monoclinic transformation in ZrO2 was found to be size dependent when Garvie and Goss[32] observed size dependence of phase transformation temperature and found the reciprocal crystallite size is a linear function of the transformation temperature. Concluding that the (unquenchable) high temperature tetragonal Zirconia phase that is stable only above 1443K, existed indefinitely at room temperature in nanocrystals of about 10nm diameter. 5. Phase transformation in Fe2O3 Fe2O3 exists in a stable α phase and has three metastable phases γ, β, ε-Fe2O3. At high temperatures Fe2O3 converts to amorphous phase. And melts at 1838 K. The γ → α transformation in bulk occurs at around 933K[34]. The α-Fe2O3 to γ-Fe2O3 phase transformation at nanoscale was studied by Yen et al.[35], who observed a critical particle size of about 25nm above which α- Fe2O3 was more stable and below which up to 5nm γ- Fe2O3 was more stable. Further, as the temperature increased from 573K to about 700K, there was coarsening of grains and α- Fe2O3 was more stable. The decrease of surface enthalpy with increasing metastability of the bulk polymorph leads to crossovers in enthalpy (and also free energy) of polymorphs at the nanoscale. Thus, γ- Fe2O3 (maghemite) becomes stable with respect to α- Fe2O3 (hematite). Another study[36] on thermal stability of γ- Fe2O3 observed that between 713-823K, the specimen is in a mixed state of γ and α- Fe2O3 and when the temperature is higher than 823K, the specimen has changed completely into γ- Fe2O3. The haematite grains forming from lepidocrocite via maghemite are well-crystallized with sizes distinctly larger than that of the preceding maghemite particles. Feitknecht & Mannweiler (1967)[37] proposed that 50–100 neighbouring maghemite crystallites of about 5 nm would finally transform into one large haematite particle.