This study addresses the minimization of electrical signal interference in three-dimensional integrated circuits (3D ICs) through innovative core and dielectric materials at high frequencies. By employing various through silicon via (TSV) designs, the research demonstrates a 22% reduction in electrical interference, enhancing overall system performance. Key findings highlight the effectiveness of different materials like perylene-n and crystalline germanium in reducing noise coupling between TSVs.