Author

Sam Yang

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Preprint Aug 2026

Implicit-adjoint finite-volume topology optimization of two-dimensional conjugate heat transfer

Designing compact, high-efficiency thermal architectures requires resolving the competing demands of solid conduction, fluid convection, and flow resistance within highly constrained physical envelopes. Density-based topology optimization provides a systematic framework for synthesizing these coupled layouts, yet the r...

Sam Yang · 0 citations

Preprint Aug 2026

An end-to-end differentiable transient vapor-compression framework for automated machine sizing and unified optimal control

Accelerating the electrification of thermal energy requires vapor-compression heat pumps capable of dynamic, grid-responsive operation. However, equipment engineering remains fragmented across static rating-point selection, stiff multi-phase transient simulation, and gradient-based optimal control. Here, we present an...

Sam Yang · 0 citations