Evidence map›Paper›PMID 41440410›Full record

ArticleEntropy (Basel, Switzerland)2025

Stabilized Radial Basis Function Finite Difference Schemes with Mass Conservation for the Cahn-Hilliard Equation on Surfaces.

Jinwei Qiao, Yuanyang Qiao, Yinnian He

Abstract read
In one paragraph

Article in Entropy (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

3 authors.

Jinwei QiaoCollege of Mathematics and System Sciences, Xinjiang University, Urumqi 830046, China.ORCID 0009-0002-5525-9186
Yuanyang QiaoCollege of Mathematics and System Sciences, Xinjiang University, Urumqi 830046, China.ORCID 0000-0002-8932-3855
Yinnian HeSchool of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an 710049, China.

Funding

the National Natural Science Foundation of China 12271465The Natural Science Foundation of Xinjiang (2025D01C31) 2025D01C31
6 · The paper itself

Abstract

It is well known that the Cahn-Hilliard equation satisfies the energy dissipation law and the mass conservation property. Recently, the radial basis function-finite difference (RBF-FD) approach and its numerous variants have garnered significant attention for the numerical solution of surface-related problems, owing to their intrinsic advantage in handling complex geometries. However, existing RBF-FD schemes generally fail to preserve mass conservation when solving the Cahn-Hilliard equation on smooth closed surfaces. In this paper, based on an L2 projection method, two numerically efficient RBF-FD schemes are proposed to achieve mass-conservative numerical solutions, which are demonstrated to preserve the mass conservation law under relatively mild time-step constraints. Spatial discretization is performed using the RBF-FD method, while based on the convex splitting method and a linear stabilization technique, the first-order backward Euler formula (BDF1) and the second-order Crank-Nicolson (CN) scheme are employed for temporal integration. Extensive numerical experiments not only validate the performance of the proposed numerical schemes but also demonstrate their ability to utilize mild time steps for long-term phase-separation simulations.

Indexed as

Cahn–Hilliard equationLaplace–Beltrami operatormass conservationprojection methodRBF-FD method

Identifiers

PMID41440410
PMCPMC12731687

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.