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Computational Design Laboratory · ETH Zürich

Advancing the future of computational design.

A research lab led by Prof. Bernd Bickel.

Footage: assembling a tensile prototype for Designing with Tension, SIGGRAPH Asia 2025

Our research

We develop algorithms for design problems that end in a physical object: shells, panels, moulds and materials.

  1. Tensioned membrane structure with cable anchors
    01

    Interactive Design

    Tools that let designers explore shape and performance together, in real time.

  2. Freeform surface with its control network and patch layout
    02

    Geometry Processing

    Fast, robust methods for representing, optimising and reconstructing shape.

  3. Robotic tool tracing cut-out shapes on a fabrication bed
    03

    Computational Fabrication

    Designing materials and structures so they behave as intended once built.

  4. Whimsy jigsaw pieces shaped like animals, generated by the method
    04

    Creative AI

    Learning-based methods that generate, simulate and invert design problems.

Built work

Prototypes and installations

Two white acoustic relief panels with a wave pattern, installed on the wall of a meeting booth

ACM Transactions on Graphics · SIGGRAPH Asia 2025

Acoustic Reliefs

Acoustic diffusers that scatter sound evenly and can also carry an image. Two were fabricated at room scale.

Interlocking chain-like material elements, shown with plots of their deformation limits

SIGGRAPH 2025

Inverse Design of Discrete Interlocking Materials with Desired Mechanical Behavior

Kinematic materials whose deformation limits are designed element by element, then validated on fabricated prototypes.

All publications

Recent papers

Publications

Bold = lab member

  1. New · SIGGRAPH Asia

    Generative Whimsy Jigsaws

    Jeremy Chew, Kenji Tojo, Nobuyuki Umetani, Bernd Bickel

  2. 2026 · SIGGRAPH Asia

    Efficient Nano‑Optical Eye Tracking for Smart Glasses

    Jipeng Sun, Lekang Yuan, Ruslan Guseinov, Bernd Bickel, Thabo Beeler, Thomas Auzinger, Felix Heide

  3. 2026 · ACM TOG · SIGGRAPH Asia

    Inverse Rendering for Modeling with Line Primitives

    Kenji Tojo, Ariel Shamir, Nobuyuki Umetani, Bernd Bickel

  4. 2026 · ECCV

    Pretrained Video Models as Differentiable Physics Simulators for Urban Wind Flows

    Janne Perini*, Rafael Bischof*, Moab Arar, Ayça Duran, Michael A. Kraus, Siddhartha Mishra, Bernd Bickel

  5. 2026 · Computer Graphics Forum

    Hierarchical Optimization of the As-Rigid-As-Possible Energy

    Hendrik Meyer, Bernd Bickel, Marc Alexa

People

Our team

Computer scientists, architects and engineers.

Alumni Dr. Michal Piovarči · Dr. Eleftherios Triantafyllidis · Manas Bhargava

Join us

Write your thesis with us.

We take Bachelor and Master thesis students interested in computational design, visual computing, interactive geometry processing, spatial computing, creative AI, computational fabrication and reinforcement learning.

Thesis coordinator

Rafael Bischof

Email rabischof@ethz.ch

PhD and postdoc openings are announced here when available.