Evidence map›Paper›PMID 42845919›Full record

ArticleNanophotonics (Berlin, Germany)2026

Overcoming Computational Bottlenecks in Quantum Hydrodynamics: A Volume-Based Integral Formalism for Spherical Nanoparticles.

Christos Mystilidis, Christos Tserkezis, Guy A E Vandenbosch, N Asger Mortensen, Xuezhi Zheng

Abstract read
In one paragraph

Article in Nanophotonics (Berlin, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Christos MystilidisPOLIMA-Center for Polariton-Driven Light-Matter Interactions University of Southern Denmark Odense Denmark.ORCID https://orcid.org/0000-0002-8011-2154
Christos TserkezisPOLIMA-Center for Polariton-Driven Light-Matter Interactions University of Southern Denmark Odense Denmark.ORCID https://orcid.org/0000-0002-2075-9036
Guy A E VandenboschWaveCoRE Division, Department of Electrical Engineering (ESAT) KU Leuven Leuven Belgium.
N Asger MortensenPOLIMA-Center for Polariton-Driven Light-Matter Interactions University of Southern Denmark Odense Denmark.
Xuezhi ZhengCollege of Electronics and Information Engineering Nanjing University of Aeronautics and Astronautics Nanjing China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mesoscopic models of the optical response of metals have emerged as fundamental building blocks in quantum plasmonics, in principle overcoming the computational bottlenecks of ab initio techniques by implementing aspects of the atomistic description of the metal in otherwise classical calculations. Nonetheless, even these approaches are eventually hindered by demanding computations due to a sophisticated material response. Here, this issue is addressed for the advanced self-consistent hydrodynamic Drude model (SC-HDM), which captures both nonlocal electron dynamics and electron spill-out, through a volume integral equation (VIE) method. Adopting an IE-based method shifts perspective from the commonly employed differential equation (DE)-based ones, demonstrating significant computational efficiency. The VIE approach is a valuable methodological scaffold: it addresses SC-HDM and simpler models, but can also be adapted to more advanced ones. For spherical nanoparticles (NPs), using the inherent symmetries, similar performance for three increasingly complicated material models is achieved, breaking the taboo that increased sophistication in the material response requires taxing simulations. Mesoscopic material-response functions can be readily extracted from the VIE implementation, thus circumventing the need for lengthy microscopic calculations. This method opens a new way of modeling quantum hydrodynamic NPs and will serve as an essential benchmarking tool for recipes addressing more complicated geometries.

Indexed as

computational electromagneticselectron spill‐outnonlocal hydrodynamicsplasmonicsvolume integral equations

Identifiers

PMID42845919
PMCPMC13642565

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.