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Fluid Intelligence: Simulating Solutions with Tim Duignan

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

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Generalizing Machine Learning Models for Electrolyte Simulation

Big tech companies like ByteDance, Microsoft, and Google are venturing into the development of universal machine learning models for electrolyte simulation. These models aim to scale up and generalize to new electrolyte solutions by training on certain electrolytes and then applying the knowledge to new ones not present in the training data. The focus is on creating models that can handle any arrangement of atoms and calculate forces on each, enabling the discovery of millions of new crystal structures and showcasing the potential of universal machine learning in various fields.

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