Table · dataset · 2026
Data for Improved on-the-fly MCTDH simulations with many-body-potential tensor decomposition and projection diabatisation
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Description
We have recently demonstrated how potential energy surface (PES) interpolation methods such as kernel ridge regression (KRR), can be combined with accurate wavefunction time-propagation methods, specifically the multi-configuration time-dependent Hartree (MCTDH) method, to generate a new "on-the-fly" MCTDH scheme (DD-MCTDH) which does not require the pre-fitting of the PES which is normally required by MCTDH. Specifically, we have shown how our DD-MCTDH strategy can be used to model non-adiabatic dynamics in a 4-mode/2-state model of pyrazine, with \emph{ab initio} electronic structure calculations performed directly during propagation, requiring around 100 hours of computer wall-time.
In this Article, we show how the efficiency and accuracy of DD-MCTDH can be dramatically improved further still by: (i) using systematic tensor decompositions of the KRR PES, and (ii) using a novel scheme for diabatisation within the framework of configuration interaction (CI) methods which only requires local adiabatic electronic states, rather than non-adiabatic coupling matrix elements. The result of these improvements is that our latest version of DD-MCTDH can perform a 12-mode/2-state simulation of pyrazine, with PES evaluations at CAS level, in just 29-90 hours on a standard desktop computer; this work therefore represents an enormous step towards direct quantum dynamics with MCTDH.<br><br>This zip file contains data from: Improved on-the-fly MCTDH simulations with many-body-potential tensor decomposition and projection diabatisation The four directories contain the datasets for the 7 figures in the manuscript.
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The figures are provided as pdfs, but can also be generated by using the program "gnuplot". Relevant *.gnu files are provided in each directory.
Links
Where it is published
- DOI doi.org/10.82444/warw.33763300.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Energy · Engineering · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Computational chemistry 76% · Simulation 75%
Provenance · 1 source records, 19 field assertions
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|---|---|---|---|
| figshare | oai:figshare.com:article/33763300 | 10 d ago | JSON v1 |
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| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |