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Solvent effects, a major bottleneck for MLIPs, are now solvable with a single, transferable model that matches DFT accuracy at orders of magnitude lower cost.
AFQMC, a quantum simulation method, can now tackle complex solid-state systems with unprecedented efficiency, rivaling diffusion Monte Carlo in speed and memory usage thanks to tensor hypercontraction.