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Karen Sargsyan

2 papers indexed

arxivcs.LOcs.AImath.CT2026-07-17

A cubical formalisation of topos causal models: intervention, sheaf gluing, and the intuitionistic do-calculus

Karen Sargsyan

Topos causal models recast causal inference inside a topos: a causal world is a presheaf, an intervention is a characteristic map into the subobject classifier, and reasoning is carried out in the intuitionistic internal language. We give the first machine-checked account of this…

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arxivphysics.chem-phcs.LGquant-ph2026-06-30

Position: The Inevitable Transition to Machine Learning in Quantum Chemistry

Karen Sargsyan, Chao-Ping Hsu

Finding exact solutions to the quantum many-body problem is computationally intractable (QMA-hard). Traditional approximations for electrons in an atom or molecule -- density functional theory and wavefunction methods -- have been indispensable, but their development shows signs…

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