ERC Advanced Grant · 2023
Automated Model Discovery for Soft Matter Systems
Soft materials play an integral part in many aspects of modern life including autonomy, sustainability, and human health, and their accurate modeling is critical to understand their unique properties and functions. However, the criteria for model selection remain elusive and successful modeling is limited to a few well-trained specialists in the field. My goal is to democratize constitutive modeling through automated model discovery and make it accessible to a more inclusive and diverse community to accelerate scientific innovation. My overall objectives are: i) Establish a new family of constitutive neural networks that simultaneously and fully autonomously discover the model, parameters,…
From the public funding record at EU CORDIS. Describes the funded project, not the reviews below.