A deep generative model based on a variational autoencoder (VAE), conditioned simultaneously by two target properties, is developed to inverse design stable magnetic materials. The structure of the ...

Clinical use of generative model maintains clinical quality, shows potential to detect pneumothorax requiring immediate intervention.

Existing methods have limitations in decoupling sharp step edges and flat regions from noisy signals while ensuring the accuracy of step amplitude reconstruction. In this study, we have developed a ...

Compute efficient generative AI foundation model for small molecule drug discovery start-up announces funding from leading AI and biotech investors.

New funding to fuel market expansion of compute efficient foundation model for biopharmaceutical companies VANCOUVER, British Columbia–(BUSINESS WIRE)–February 20, 2025– Variational AI, the ...

About Variational AI Variational AI is redefining the unit economics of drug discovery through the power of generative AI. The founding machine learning (ML) team comes from leading AI research labs ...

Meanwhile, the variational autoencoder is a deep generative model with an internal representation called "latent space" to mitigate the complexity associated with exploring the exponentially vast ...