Jikai Liu

Geometry-driven thermal–fluid topology optimization using B-spline geometric primitives

Topology optimization has been widely applied to thermal–fluid design, particularly for channel-based systems. However, many conventional approaches rely on implicit density-field representations, making it difficult to preserve geometrically interpretable channel features and di...