Ceramic materials are highly regarded for their exceptional chemical and mechanical stability; however, their inherent brittleness limits their resistance to impact fractures. Researchers have investigated the design of biomimetic ceramic structures to overcome this problem, demonstrating the ability to toughen ceramics and expand their applications. However, the complexity of these structures makes the implementation of traditional processing methods challenging. To address this problem, a new preparation method for high-strength and high-toughness biomimetic ceramic structures is proposed. First, the primitive structure with the best mechanical performance was selected as the experimental object. Second, the vat photopolymerization printing process was optimized; further, primitive structures were designed with different wall thicknesses to investigate the effects of graded and variable-graded structures on the performance of triply periodic minimal surface structures. Finally, a polymer was used to impregnate the ceramic parts to prepare biomimetic structures. In the experiments, the biomimetic structures outperformed their pure ceramic counterparts in terms of toughness and avoided catastrophic failure. In particular, when the ceramic had graded structures, the energy absorption capability of the part increased by 202%. Finite-element modeling was used to analyze the stress concentration and distribution. Peridynamic simulations provided insights into the strengthening and toughening mechanisms at the micro level and guidance for developing damage-resistant, high-energy-absorbing materials.