2 papers
math.OC2026
Quantifying Non-linearity in Topology Optimization with similarity based Visualization
Ziliang Wang, Jiahua Wu, Jun Yang +1
Topology optimization (TO) can be viewed as seeking an optimal solution in the design space of a given TO problem. For weakly non-linear TO problems, e.g., compliance minimization,…
physics.comp-ph2026
Computationally Efficient Data-Driven Topology Design Independent from High-Infoentropy Initial Dataset
Jun Yang, Ziliang Wang, Shintaro Yamasaki
Topology optimization (TO) has been widely adopted in engineering design; however, it is prone to being trapped in local optima, particularly in strongly nonlinear problems. Sensit…