Ramon Winterhalder
PulseAugur coverage of Ramon Winterhalder — every cluster mentioning Ramon Winterhalder across labs, papers, and developer communities, ranked by signal.
-
New framework unifies generative AI models using path integrals
Researchers have developed a new framework that unifies various generative modeling techniques, including flow-based, diffusion, variational, and adversarial models, under a single mathematical action. This unified appr…
-
AI Uncertainty Quantification: Taxonomy, Validation, and Trustworthiness
A new paper on arXiv, "Uncertainty in Physics and AI: Taxonomy, Quantification, and Validation," by Ramon Winterhalder and others, provides a structured overview of uncertainty quantification in machine learning for phy…
-
New paper outlines uncertainty quantification for AI in physics
A new paper published on arXiv details a taxonomy for understanding and quantifying uncertainty in machine learning models used within physics. The research clarifies the distinction between predictive and inference unc…