Probing Thermodynamic Stability With Generative Models - From Sampling to Coarse-Graining and Back

Explore cutting-edge research on thermodynamic stability and generative models in this 43-minute conference talk by Grant Rotskoff from Stanford University. Delve into the fascinating world of nanoparticle assemblies and their potential for creating functional materials at the mesoscale. Discover how this hierarchical approach combines atomic-level quantum functions with structural complexity. Learn about the interdisciplinary nature of nanoparticle assembly research, involving chemistry, materials science, chemical engineering, and physics. Gain insights into recent developments in the field and explore future directions for research and technological advancements. Understand the importance of developing new theoretical, computational, and experimental methods to advance this rapidly evolving area of study.

Probing thermodynamic stability with generative models: from sampling...▸ Grant Rotskoff (Stanford)