A quadratic-scaling algorithm with guaranteed convergence for quantum coupled-channel calculations
arXiv:2601.01159 · doi:10.1126/sciadv.aef1257
Abstract
Rigorous quantum dynamics calculations provide essential insights into complex scattering phenomena across atomic and molecular physics, chemical reaction dynamics, and astrochemistry. However, the application of the gold-standard quantum coupled-channel (CC) method has been fundamentally constrained by a steep cubic scaling of computational cost . Here, we develop a general, rigorous, and robust method for solving the time-independent Schrödinger equation for a single column of the scattering S-matrix with quadratic scaling in the number of channels. The Weinberg-regularized Iterative Series Expansion (WISE) algorithm resolves the divergence issues affecting iterative techniques by applying a regularization procedure to the kernel of the multichannel Lippmann-Schwinger integral equation. The method also explicitly incorporates closed-channel effects, including those responsible for multichannel Feshbach resonances. We demonstrate the power of this approach by performing rigorous calculations on He + CO and CO + N collisions, achieving exact quantum results with quadratic scaling guaranteed by a contour-integral construction. Our results establish a highly scalable computational paradigm, enabling state-to-state quantum scattering computations for complex molecular systems.
44 pages, 9 figures
References in corpus (24)
- Feshbach Resonances in Ultracold Gases
- Cold molecules: Progress in Quantum Engineering of Chemistry and Quantum Matter
- A Density Matrix-based Algorithm for Solving Eigenvalue Problems
- Interstellar water chemistry: from laboratory to observations
- Molecular excitation in the Interstellar Medium: recent advances in collisional, radiative and chemical processes
- Universal few-body physics and cluster formation
- Imaging resonances in low-energy NO-He inelastic collisions
- Few-body physics in resonantly interacting ultracold quantum gases
- Coupled-channels calculations for nuclear reactions: from exotic nuclei to superheavy elements
- Ultracold Sticky Collisions: Theoretical and Experimental Status
- Laboratory spectra of hot molecules: data needs for hot super-Earth exoplanets
- The Impending Opacity Challenge in Exoplanet Atmospheric Characterization
- Weinberg eigenvalues for chiral nucleon-nucleon interactions
- Tomography of Feshbach Resonance States
- Quantum state resolved molecular dipolar collisions over four decades of energy
- Efficient method for quantum calculations of molecule - molecule scattering properties in a magnetic field
- Data availability and requirements relevant for the Ariel space mission and other exoplanet atmosphere applications
- Hyperfine-to-rotational energy transfer in ultracold atom-molecule collisions
- Accurate reference spectra of HD in H/He bath for planetary applications
- Ab initio quantum dynamics as a scalable solution to the exoplanet opacity challenge: A case study of CO in hydrogen atmosphere
- Magnetic Feshbach resonances in ultracold atom-molecule collisions
- Line-shape study of CO perturbed by N with mid-infrared frequency comb-based Fourier-transform spectroscopy
- Feshbach Resonances in Cold Collisions: Benchmarking State of the Art ab initio Potential Energy Surfaces
- On Mixed Quantum/Classical Theory for Rotationally Inelastic Scattering of Identical Collision Partners