Enhanced Shadow Tomography of Molecular Excited States from Enforcing $N$-representability Conditions by Semidefinite Programming
Irma Avdic, David A. Mazziotti

TL;DR
This paper introduces an improved quantum algorithm combining shadow tomography with $N$-representability constraints via semidefinite programming to efficiently compute excited states of strongly correlated molecules, reducing measurement costs.
Contribution
It extends $N$-representability-enhanced shadow tomography to excited states, enabling more accurate and measurement-efficient quantum simulations of complex molecular systems.
Findings
Successfully computed excited-state energies of H4 chain.
Retained multireference correlation effects in simulations.
Significantly reduced measurement requirements.
Abstract
Excited-state properties of highly correlated systems are key to understanding photosynthesis, luminescence, and the development of novel optical materials, but accurately capturing their interactions is computationally costly. We present an algorithm that combines classical shadow tomography with physical constraints on the two-electron reduced density matrix (2-RDM) to treat excited states. The method reduces the number of measurements of the many-electron 2-RDM on quantum computers by (i) approximating the quantum state through a random sampling technique called shadow tomography and (ii) ensuring that the 2-RDM represents an -electron system through imposing -representability constraints by semidefinite programming. This generalizes recent work on the -representability-enhanced shadow tomography of ground-state 2-RDMs. We compute excited-state energies and 2-RDMs of the…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsPhotoacoustic and Ultrasonic Imaging · Random lasers and scattering media · Advanced Fluorescence Microscopy Techniques
