Otto, F;
Chiang, Y-C;
Peláez, D;
(2017)
Accuracy of Potfit-based potential representations and its impact on the performance of (ML-)MCTDH.
Chemical Physics
, 509
pp. 116-130.
10.1016/j.chemphys.2017.11.013.
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Abstract
Quantum molecular dynamics simulations with MCTDH or ML-MCTDH perform best if the potential energy surface (PES) has a sum-of-products (SOP) or multi-layer operator (MLOp) structure. Here we investigate four different POTFIT-based methods for representing a general PES as such a structure, among them the novel random-sampling multi-layer Potfit (RS-MLPF). We study how the format and accuracy of the PES representation influences the runtime of a benchmark (ML-)MCTDH calculation, namely the computation of the ground state of the H3O2− ion. Our results show that compared to the SOP format, the MLOp format leads to a much more favorable scaling of the (ML-)MCTDH runtime with the PES accuracy. At reasonably high PES accuracy, ML-MCTDH calculations thus become up to 20 times faster, and taken to the extreme, the RS-MLPF method yields extremely accurate PES representations (global root-mean-square error of ∼0.1 cm−1) which still lead to only moderate computational demands for ML-MCTDH.
Type: | Article |
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Title: | Accuracy of Potfit-based potential representations and its impact on the performance of (ML-)MCTDH |
Open access status: | An open access version is available from UCL Discovery |
DOI: | 10.1016/j.chemphys.2017.11.013 |
Publisher version: | https://doi.org/10.1016/j.chemphys.2017.11.013 |
Language: | English |
Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
Keywords: | Quantum molecular dynamics, MCTDH, Potential energy surfaces, Monte Carlo methods |
UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences > Dept of Chemistry |
URI: | https://discovery.ucl.ac.uk/id/eprint/10050275 |
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