Physics-informed machine learning connects atomic structure with ion transport and electrolyte stability, accelerating better sodium- and lithium-ion batteries.

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All three kinesin transport families exhibit unexpectedly slow dissociation under load, explaining robust competition with dynein during bidirectional cargo transport.

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For grid-scale energy storage and national energy resilience, the U.S. needs better batteries. Lawrence Livermore National ...