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Physics‐Grounded Materials Artificial Intelligence for Reliable Materials Discovery
Physics‐Grounded Materials AI (PhysMat AI) integrates physical priors, descriptors, constraints, verification, and data infrastructure into a unified full‐stack framework, enabling reliable, interpretable, and autonomous AI‐driven materials discovery.
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Inversion method and superconductivity
Physical Review B, 1992The inversion method is based on an inverted relation between the external probe and some order parameter. When the lowest-order relation of the inverted series is applied to the equilibrium BCS theory of superconductivity, our results reproduce the mean-field gap equation.
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