We propose that Kibble-Zurek scaling can be studied in optical lattices by creating geometries that support, Dirac, Semi-Dirac and Quadratic Band Crossings. On a Honeycomb lattice with fermions, as a staggered on-site potential is varied through zero, the system crosses the gapless Dirac points, and we show that the density of defects created scales as 1/τ , where τ is the inverse rate of change of the potential, in agreement with the Kibble-Zurek relation. We generalize the result for a passage through a semi-Dirac point in d dimensions, in which spectrum is linear in m parallel directions and quadratic in rest of the perpendicular (d − m) directions. We find that the defect density is given by 1/τ mν || z || +(d−m)ν ⊥ z ⊥ where ν || , z || and ν ⊥ , z ⊥ are the dynamical exponents and the correlation length exponents along the parallel and perpendicular directions, respectively. The scaling relations are also generalized to the case of non-linear quenching. The Kibble-Zurek (KZ) scaling [1,2,3,4,5,6] of defect density in the final state of a quantum many-body system following a slow passage across a quantum critical point, has been an exciting area of recent research. The KZ argument predicts that the scaling of the defect density is universal and is given as n ∼ 1/τwhere τ is the inverse rate of change of a parameter, d is the spatial dimension and ν and z are the correlation length and dynamical exponents, respectively, associated with the quantum critical point [7,8] across which the system is swept. Following the initial predictions, a plethora of theoretical studies have been carried out [10,11,12,13,14,15,16,17,18] to explore the defect generation and the entropy production using different quenching schemes across critical points [10], quantum multicritical points [18], gapless phases [13], along gapless lines [16], etc. The possibility of experimental observations in a spin-1 Bose condensate [19] and also on ions trapped in optical lattices [20,21] has provided a tremendous boost to the related theoretical studies.Here, we propose that Kibble-Zurek scaling can be studied in optical lattices with fermionic atoms by creating geometries that support Dirac, semi-Dirac and Quadratic Band Crossings. For example, a Honeycomb lattice consists of two interpenetrating triangular lattices. If the two sublattices are controlled separately, one can create a staggered on-site potential, which creates a gap in the spectrum [22,23]. We will call the Honeycomb lattice with a staggered potential a gapped Graphene Hamiltonian in analogy with Graphene [22]. The system can be loaded with atoms when one of the sublattices has a much lower energy than the other. As the staggered potential is varied through zero, the sys- * Electronic address: dutta@iitk.ac.in † Electronic address: singh@physics.ucdavies.edu tem will cross through gapless Dirac point, and the creation of defect density can be studied as a function of the rate of change of potential. Similarly, two interpenetrating square-lattices can lead to Quadratic Band Cro...