4 citations · 4 across the 3 of their papers we have counts for
6 papers
CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation
Anna C. Doris, Jacob Thomas Sony, Ghadi Nehme +3
Recovering editable CAD programs from images or 3D observations is central to AI-assisted design, but progress is difficult to measure because existing evaluations are fragmented a…
AI-Guided Human-In-the-Loop Inverse Design of High Performance Engineering Structures
Dat Quoc Ha, Md Ferdous Alam, Markus J. Buehler +2
Inverse design tools such as Topology Optimization (TO) can achieve new levels of improvement for high-performance engineered structures. However, widespread use is hindered by hig…
GenCAD-3D: CAD Program Generation using Multimodal Latent Space Alignment and Synthetic Dataset Balancing
Nomi Yu, Md Ferdous Alam, A. John Hart +1
CAD programs, structured as parametric sequences of commands that compile into precise 3D geometries, are fundamental to accurate and efficient engineering design processes. Genera…
CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation
Anna C. Doris, Md Ferdous Alam, Amin Heyrani Nobari +1
Efficient creation of accurate and editable 3D CAD models is critical in engineering design, significantly impacting cost and time-to-market in product innovation. Current manual w…
VideoCAD: A Dataset and Model for Learning Long-Horizon 3D CAD UI Interactions from Video
Brandon Man, Ghadi Nehme, Md Ferdous Alam +1
Computer-Aided Design (CAD) is a time-consuming and complex process, requiring precise, long-horizon user interactions with intricate 3D interfaces. While recent advances in AI-dri…
GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors
Md Ferdous Alam, Faez Ahmed
The creation of manufacturable and editable 3D shapes through Computer-Aided Design (CAD) remains a highly manual and time-consuming task, hampered by the complex topology of bound…