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For many-body methods such as MCSCF and CASSCF, in which the number of one-electron orbitals are optimized and independent of basis set used, there are no problems with using plane-wave basis sets. However, for methods currently used in…

Computational Physics · Physics 2020-09-02 Eric J. Bylaska , Duo Song , Nicholas P. Bauman , Karol Kowalski , Daniel Claudino , Travis S. Humble

Quantum-information-inspired experiments in nuclear magnetic resonance spectroscopy may yield a pathway towards determining molecular structure and properties that are otherwise challenging to learn. We measure out-of-time-ordered…

Quantum Physics · Physics 2025-10-23 C. Zhang , R. G. Cortiñas , A. H. Karamlou , N. Noll , J. Provazza , J. Bausch , S. Shirobokov , A. White , M. Claassen , S. H. Kang , A. W. Senior , N. Tomašev , J. Gross , K. Lee , T. Schuster , W. J. Huggins , H. Celik , A. Greene , B. Kozlovskii , F. J. H. Heras , A. Bengtsson , A. Grajales Dau , I. Drozdov , B. Ying , W. Livingstone , V. Sivak , N. Yosri , C. Quintana , D. Abanin , A. Abbas , R. Acharya , L. Aghababaie Beni , G. Aigeldinger , R. Alcaraz , S. Alcaraz , T. I. Andersen , M. Ansmann , F. Arute , K. Arya , W. Askew , N. Astrakhantsev , J. Atalaya , B. Ballard , J. C. Bardin , H. Bates , M. Bigdeli Karimi , A. Bilmes , S. Bilodeau , F. Borjans , A. Bourassa , J. Bovaird , D. Bowers , L. Brill , P. Brooks , M. Broughton , D. A. Browne , B. Buchea , B. B. Buckley , T. Burger , B. Burkett , J. Busnaina , N. Bushnell , A. Cabrera , J. Campero , H. -S. Chang , S. Chen , Z. Chen , B. Chiaro , L. -Y. Chih , A. Y. Cleland , B. Cochrane , M. Cockrell , J. Cogan , R. Collins , P. Conner , H. Cook , W. Courtney , A. L. Crook , B. Curtin , S. Das , M. Damyanov , D. M. Debroy , L. De Lorenzo , S. Demura , L. B. De Rose , A. Di Paolo , P. Donohoe , A. Dunsworth , V. Ehimhen , A. Eickbusch , A. M. Elbag , L. Ella , M. Elzouka , D. Enriquez , C. Erickson , V. S. Ferreira , M. Flores , L. Flores Burgos , E. Forati , J. Ford , A. G. Fowler , B. Foxen , M. Fukami , A. W. L. Fung , L. Fuste , S. Ganjam , G. Garcia , C. Garrick , R. Gasca , H. Gehring , R. Geiger , É. Genois , W. Giang , C. Gidney , D. Gilboa , J. E. Goeders , E. C. Gonzales , R. Gosula , S. J. de Graaf , D. Graumann , J. Grebel , J. Guerrero , J. D. Guimarães , T. Ha , S. Habegger , T. Hadick , A. Hadjikhani , M. P. Harrigan , S. D. Harrington , J. Hartshorn , S. Heslin , P. Heu , O. Higgott , R. Hiltermann , J. Hilton , H. -Y. Huang , M. Hucka , C. Hudspeth , A. Huff , E. Jeffrey , S. Jevons , Z. Jiang , X. Jin , C. Joshi , P. Juhas , A. Kabel , H. Kang , K. Kang , R. Kaufman , K. Kechedzhi , T. Khattar , M. Khezri , S. Kim , R. King , O. Kiss , P. V. Klimov , C. M. Knaut , B. Kobrin , F. Kostritsa , J. M. Kreikebaum , R. Kudo , B. Kueffler , A. Kumar , V. D. Kurilovich , V. Kutsko , N. Lacroix , D. Landhuis , T. Lange-Dei , B. W. Langley , P. Laptev , K. -M. Lau , L. Le Guevel , J. Ledford , J. Lee , B. J. Lester , W. Leung , L. Li , W. Y. Li , M. Li , A. T. Lill , M. T. Lloyd , A. Locharla , D. Lundahl , A. Lunt , S. Madhuk , A. Maiti , A. Maloney , S. Mandra , L. S. Martin , O. Martin , E. Mascot , P. Masih Das , D. Maslov , M. Mathews , C. Maxfield , J. R. McClean , M. McEwen , S. Meeks , K. C. Miao , R. Molavi , S. Molina , S. Montazeri , C. Neill , M. Newman , A. Nguyen , M. Nguyen , C. -H. Ni , M. Y. Niu , L. Oas , R. Orosco , K. Ottosson , A. Pagano , S. Peek , D. Peterson , A. Pizzuto , E. Portoles , R. Potter , O. Pritchard , M. Qian , A. Ranadive , M. J. Reagor , R. Resnick , D. M. Rhodes , D. Riley , G. Roberts , R. Rodriguez , E. Ropes , E. Rosenberg , E. Rosenfeld , D. Rosenstock , E. Rossi , D. A. Rower , M. S. Rudolph , R. Salazar , K. Sankaragomathi , M. C. Sarihan , K. J. Satzinger , M. Schaefer , S. Schroeder , H. F. Schurkus , A. Shahingohar , M. J. Shearn , A. Shorter , N. Shutty , V. Shvarts , S. Small , W. C. Smith , D. A. Sobel , R. D. Somma , B. Spells , S. Springer , G. Sterling , J. Suchard , A. Szasz , A. Sztein , M. Taylor , J. P. Thiruraman , D. Thor , D. Timucin , E. Tomita , A. Torres , M. M. Torunbalci , H. Tran , A. Vaishnav , J. Vargas , S. Vdovichev , G. Vidal , C. Vollgraff Heidweiller , M. Voorhees , S. Waltman , J. Waltz , S. X. Wang , B. Ware , J. D. Watson , Y. Wei , T. Weidel , T. White , K. Wong , B. W. K. Woo , C. J. Wood , M. Woodson , C. Xing , Z. J. Yao , P. Yeh , J. Yoo , E. Young , G. Young , A. Zalcman , R. Zhang , Y. Zhang , N. Zhu , N. Zobrist , Z. Zou , G. Bortoli , S. Boixo , J. Chen , Y. Chen , M. Devoret , M. Hansen , C. Jones , J. Kelly , P. Kohli , A. Korotkov , E. Lucero , J. Manyika , Y. Matias , A. Megrant , H. Neven , W. D. Oliver , G. Ramachandran , R. Babbush , V. Smelyanskiy , P. Roushan , D. Kafri , R. Sarpong , D. W. Berry , C. Ramanathan , X. Mi , C. Bengs , A. Ajoy , Z. K. Minev , N. C. Rubin , T. E. O'Brien

We propose a Hamiltonian-based quantum state preparation method implemented via a shallow parametrized quantum circuit. The approach learns the parameters of a diagonal Hamiltonian through a classical training phase, while the quantum…

Determining the ground state of a many-body Hamiltonian is a central problem across physics, chemistry, and combinatorial optimization, yet it is often classically intractable due to the exponential growth of Hilbert space with system size.…

Quantum Physics · Physics 2026-02-24 Jungyun Lee , Daniel K. Park

Light-matter coupled Hamiltonians are central to cavity materials engineering and polaritonic chemistry, but are challenging to simulate with classical hardware due to the scaling of the Hilbert space with the number of quantum photon modes…

Quantum Physics · Physics 2025-10-21 Francesco Troisi , Simone Latini , Heiko Appel , Martin Lüders , Angel Rubio , Ivano Tavernelli

Variational quantum algorithms on bosonic quantum processors are an emerging paradigm for quantum chemistry calculations, exploiting the natural alignment between molecular structure and harmonic oscillator-based hardware. We introduce the…

Quantum Physics · Physics 2026-04-21 Marlon F. Jost , Sijia S. Dong

In quantum chemistry, self-consistent field (SCF) algorithms define a nonlinear optimization problem, with both continuous and discrete components. In this work, we derive Hartree-Fock-inspired SCF algorithms that can be exactly written as…

Quantum Physics · Physics 2025-06-05 Alexis Ralli , Tim Weaving , Peter V. Coveney , Peter J. Love

Current and near-term quantum hardware is constrained by limited qubit counts, circuit depth, and the high cost of repeated measurements. We address these challenges for solid state Hamiltonians by introducing a logarithmic-qubit encoding…

Quantum Physics · Physics 2026-05-13 Martin Plesch , Martin Friák , Ijaz Ahamed Mohammad

Hybrid density functional theory (DFT) remains intractable for large periodic systems due to the demanding computational cost of exact exchange. We apply the tensor hypercontraction (THC) (or interpolative separable density fitting)…

Computational Physics · Physics 2023-10-13 Adam Rettig , Joonho Lee , Martin Head-Gordon

At large scales, quantum systems may become advantageous over their classical counterparts at performing certain tasks. Developing tools to analyse these systems at the relevant scales, in a manner consistent with quantum mechanics, is…

Quantum Physics · Physics 2024-11-12 Timon Schapeler , Robert Schade , Michael Lass , Christian Plessl , Tim J. Bartley

We present an algorithm that uses block encoding on a quantum computer to exactly construct a Krylov space, which can be used as the basis for the Lanczos method to estimate extremal eigenvalues of Hamiltonians. While the classical Lanczos…

Quantum Physics · Physics 2023-05-24 William Kirby , Mario Motta , Antonio Mezzacapo

We derive a rigorous upper bound on the classical computation time of finite-ranged tensor network contractions in $d \geq 2$ dimensions. Consequently, we show that quantum circuits of single-qubit and finite-ranged two-qubit gates can be…

Quantum Physics · Physics 2023-11-07 Thorsten B. Wahl , Sergii Strelchuk

We present a simple but general framework for constructing quantum circuits that implement the multiply-controlled unitary $\text{Select}(H) \equiv \sum_\ell |\ell\rangle\langle\ell|\otimes H_\ell$, where $H = \sum_\ell H_\ell$ is the…

Quantum Physics · Physics 2021-01-14 Kianna Wan

We present a method for total energy minimizations and molecular dynamics simulations based either on tight-binding or on Kohn-Sham hamiltonians. The method leads to an algorithm whose computational cost scales linearly with the system…

Condensed Matter · Physics 2009-10-22 Francesco Mauri , Giulia Galli

The method of McCurdy, Baertschy, and Rescigno, J. Phys. B, 37, R137 (2004) is generalized to obtain a straightforward, surprisingly accurate, and scalable numerical representation for calculating the electronic wave functions of molecules.…

Hamiltonian simulation on quantum computers is strongly constrained by gate counts, motivating techniques to reduce circuit depths. While tensor networks are natural competitors to quantum computers, we instead leverage them to support…

Quantum Physics · Physics 2025-06-04 Joe Gibbs , Lukasz Cincio

We introduce AQCtensor, a novel algorithm to produce short-depth quantum circuits from Matrix Product States (MPS). Our approach is specifically tailored to the preparation of quantum states generated from the time evolution of quantum…

Quantum Physics · Physics 2025-06-23 Niall F. Robertson , Albert Akhriev , Jiri Vala , Sergiy Zhuk

The Hamiltonian operator plays a central role in quantum theory being a generator of unitary quantum dynamics. Its expectation value describes the energy of a quantum system. Typically being a non-unitary operator, the action of the…

Quantum Physics · Physics 2021-08-03 Tatiana A. Bespalova , Oleksandr Kyriienko

Slater determinants have underpinned quantum chemistry for nearly a century, yet their full potential has remained challenging to exploit. In this work, we show that a variational wavefunction composed of a few hundred optimized…

Chemical Physics · Physics 2026-04-17 Clemens Giuliani , Jannes Nys , Rocco Martinazzo , Giuseppe Carleo , Riccardo Rossi

Processing qubit Hamiltonians derived from electronic-structure problems can become classically prohibitive because many downstream manipulations still rely on dense operator constructions whose cost grows exponentially with qubit number.…

Quantum Physics · Physics 2026-03-10 Yuqi Zhang , Sixu Chen , Feixiong Cheng , Qiang Guan