Projects
Inverse Design of Kirigami SheetsFinal thesis. Cut pattern and hinges designed by one gradient.
Ise KatagamiCut-pattern studies on the deployable parameterisation.
Neural Form-FindingDifferentiable physics & metamaterials.
TesseractInjecting true physics into generative design via a differentiable FEM oracle.
MocapModular synthesis driven by human kinematics.
ArianeNarrative generation from graph structures.
CVAE + LCADeep generative modeling for sustainable structures.
GridshellsOptimization logic for prefabrication and disassembly.