2025
Sythesized Specimens
This project explores the frontier of GenAI design through algorithmic form-finding. Using Houdini for base geometry and ComfyUI's Stable Diffusion pipelines, organic structures emerge. The workflow combines parametric modeling with neural networks to create forms that balance computational logic with unexpected aesthetic qualities.
Houdini
GenAI
The workflow merges parametric modeling with AI generation: Houdini creates base topologies that are refined through Stable Diffusion pipelines. Text prompts guide form development while ControlNet maintains structural integrity, producing biomorphic architectures with coherent materiality.
A Truly Magical Experience!
Technical Framework
Parametric base systems from Houdini
ComfyUI workflows with custom node configurations
Multi-stage refinement through IPAdapter and ControlNet
Resolution enhancement via latent space upscaling
Output curation image to video pipelines
The results demonstrate how machine learning can become an active participant in design ideation, generating solutions that transcend conventional design workflows. This project was developed during Design Morphine's Synthesized Entities v1.0 program under the guidance of Denisa Durica.
More Works
2025
Sythesized Specimens
This project explores the frontier of GenAI design through algorithmic form-finding. Using Houdini for base geometry and ComfyUI's Stable Diffusion pipelines, organic structures emerge. The workflow combines parametric modeling with neural networks to create forms that balance computational logic with unexpected aesthetic qualities.
Houdini
GenAI
The workflow merges parametric modeling with AI generation: Houdini creates base topologies that are refined through Stable Diffusion pipelines. Text prompts guide form development while ControlNet maintains structural integrity, producing biomorphic architectures with coherent materiality.
A Truly Magical Experience!
Technical Framework
Parametric base systems from Houdini
ComfyUI workflows with custom node configurations
Multi-stage refinement through IPAdapter and ControlNet
Resolution enhancement via latent space upscaling
Output curation image to video pipelines
The results demonstrate how machine learning can become an active participant in design ideation, generating solutions that transcend conventional design workflows. This project was developed during Design Morphine's Synthesized Entities v1.0 program under the guidance of Denisa Durica.
More Works
2025
Sythesized Specimens
This project explores the frontier of GenAI design through algorithmic form-finding. Using Houdini for base geometry and ComfyUI's Stable Diffusion pipelines, organic structures emerge. The workflow combines parametric modeling with neural networks to create forms that balance computational logic with unexpected aesthetic qualities.
Houdini
GenAI
The workflow merges parametric modeling with AI generation: Houdini creates base topologies that are refined through Stable Diffusion pipelines. Text prompts guide form development while ControlNet maintains structural integrity, producing biomorphic architectures with coherent materiality.
A Truly Magical Experience!
Technical Framework
Parametric base systems from Houdini
ComfyUI workflows with custom node configurations
Multi-stage refinement through IPAdapter and ControlNet
Resolution enhancement via latent space upscaling
Output curation image to video pipelines
The results demonstrate how machine learning can become an active participant in design ideation, generating solutions that transcend conventional design workflows. This project was developed during Design Morphine's Synthesized Entities v1.0 program under the guidance of Denisa Durica.
More Works