Evidence map›Paper›PMID 39860167›Full record

ArticleMolecules (Basel, Switzerland)2025

Parametric Studies of Polyacrylamide Adsorption on Calcite Using Molecular Dynamics Simulation.

Keat Yung Hue, Jin Hau Lew, Omar K Matar, Paul F Luckham, Erich A Müller

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
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.

Keat Yung HueDepartment of Chemical Engineering, Imperial College London, London SW7 2AZ, UK.ORCID 0009-0001-5360-8568
Jin Hau LewDepartment of Chemical Engineering, Imperial College London, London SW7 2AZ, UK.ORCID 0009-0009-2731-5153
Omar K MatarDepartment of Chemical Engineering, Imperial College London, London SW7 2AZ, UK.ORCID 0000-0002-0530-8317
Paul F LuckhamDepartment of Chemical Engineering, Imperial College London, London SW7 2AZ, UK.
Erich A MüllerDepartment of Chemical Engineering, Imperial College London, London SW7 2AZ, UK.ORCID 0000-0002-1513-6686

Funding

Petronas n/a
6 · The paper itself

Abstract

This study investigates the efficacy of polyacrylamide-based polymers, specifically hydrolysed polyacrylamide (HPAM), in reducing solids production within carbonate reservoirs. Building on our earlier simulation approach, molecular simulations were conducted to examine how these polymers adsorb onto calcite, the main mineral found in carbonate formations. The adsorption process was affected by several factors, including polymer molecular weight, charge density, temperature, and salinity. Generally, increased molecular weight, charge density, and temperature resulted in higher adsorption rates. The effect of salinity was more nuanced, as salt-bridging and charge-screening effects created competing influences. The simulation outcomes correspond closely with experimental results, offering valuable insights for designing and optimizing polymer-based strategies aimed at controlling solids production in carbonate reservoirs.

Indexed as

adsorptionmolecular simulationparametric studiespolymerssurfaces

Identifiers

PMID39860167
PMCPMC11767760

What OpenQuestion holds

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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.