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Topology Optimization via Frequency Tuning of Neural Design Representations
Structural topology optimization seeks to distribute material throughout a design domain in a way that maximizes a certain performance goal. In this work, we solve the topology optimization problem by parameterizing the designs via recently introduced ...
Designing Composites with Target Effective Young’s Modulus using Reinforcement Learning
- Aldair E. Gongora,
- Siddharth Mysore,
- Beichen Li,
- Wan Shou,
- Wojciech Matusik,
- Elise F. Morgan,
- Keith A. Brown,
- Emily Whiting
Advancements in additive manufacturing have enabled design and fabrication of materials and structures not previously realizable. In particular, the design space of composite materials and structures has vastly expanded, and the resulting size and ...
DIGISEW: Anisotropic Stitching for Variable Stretch in Textiles
The textile industry touches many aspects of our daily lives, with clothing, furniture, vehicle interiors and covers, as well as a plethora of medical, sports, and leisure-driven specialized products. This research aims to expand the types of fabric ...
Multi-ttach: Techniques to Enhance Multi-material Attachments in Low-cost FDM 3D Printing
Recent advances in low-cost FDM 3D printing and a range of commercially available materials have enabled integrating different properties into a single object such as flexibility and conductivity, assisting fabrication of a wide variety of interactive ...
Using Learned Visual and Geometric Features to Retrieve Complete 3D Proxies for Broken Objects
3D printing offers the opportunity to perform automated restoration of objects to reduce household waste, restore objects of cultural heritage, and automate repair in medical and manufacturing domains. We present an approach that takes a 3D model of a ...
Man-made by Computer: On-the-Fly Fine Texture 3D Printing
Applying textures to 3D models are means for creating realistic looking objects. This is especially important in the 3D manufacturing domain as manufactured models should ideally comprise a natural and realistic appearance. Nevertheless, natural ...
A brick in the wall: Staggered orientable infills for additive manufacturing
Additive manufacturing is typically conducted in a layer-by-layer fashion. A key step of the process is to define, within each planar layer, the trajectories along which material is deposited to form the final shape. The direction of these trajectories ...
Interactive Digital Fabrication Machine Control Directly Within a CAD Environment
Interactive fabrication aims to close the gap between design and fabrication, allowing for rich interactions with materials and reflection in action. Drawing from craft practice, we contribute software that enables real-time control of digital ...
The new analog: A protocol for linking design and construction intent with algorithmic planning for robotic assembly of complex structures
Construction robotics are increasingly popular in the architectural fabrication community due to their accuracy and flexibility. Because of their high degree of motion freedom, these tools are able to assemble complex structures with irregular designs, ...
- Proceedings of the 6th Annual ACM Symposium on Computational Fabrication