Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 295

The DOI matches its Crossref record; 4 of the 4 references it cites were found in a registry or an index.

Contact Aggregation, Bridging, and Steric Stabilization in Dense Polymer−Particle Mixtures

Hooper, Justin B., Schweizer, Kenneth S.·2005·Macromolecules

Abstract

A detailed computational study of the potential of mean force between a pair of spherical particles dissolved in a homopolymer melt has been performed using microscopic liquid state theory. The role of particle-to-monomer diameter ratio, degree of polymerization, strength and spatial range of monomer−particle attractions, and direct interfiller attractions has been established. Beyond the small particle regime, the potential of mean force scales linearly with the particle-to-monomer diameter ratio. This simple scaling allows the construction of master curves and the quantification of material specific aspects independent of the filler-to-monomer diameter ratio. For hard-sphere fillers, four general categories of polymer-mediated organization are found: contact aggregation due to depletion attraction, segment level tight particle bridging, steric stabilization due to thermodynamically stable “bound polymer layers”, and “tele-bridging” where distinct adsorbed layers coexist with longer range bridging. The conditions on the strength and spatial range of monomer−particle attractive interactions that define these different modes of organization have been established. Direct interparticle van der Waals attractions favor contact aggregation and thus compete with the rich polymer-mediated behavior. As the direct attractions increase in strength, the globally stable noncontact bridging configuration is gradually destabilized and replaced by contact aggregation as the most favored state of packing. However, bridging states often remain as metastable local minima. Steric stabilization systems are much less affected by direct interfiller attractions due to the thermodynamic stability of distinct bound polymer layers. This suggests design rules for achieving good particle dispersion. In addition, the interesting possibility is raised that sterically stabilized nanofillers may crystallize in a homopolymer matrix at relatively low volume fractions. Our results have implications for nonequilibrium phenomena such as gelation or filler network formation and kinetic stabilization via large repulsive barriers, which are qualitatively discussed.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1021/ma051318k

Cites

4 of 4 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 4 references

Research works printed but not linked: 52

  1. Russel W. B., 1989, Colloidal Dispersions, 10.1017/CBO9780511608810 · DOI · Paper page
  2. Poon, W. C. K.J. Phys. Condens. Matter2002,14, R859. · DOI · Paper page
  3. Fuchs, M.; Schweizer, K. S.J. Phys. Condens. Matter2002,14,R239. · DOI
  4. Wang M.-J., 1998, Rubber Chem. Technol., 71, 520, 10.5254/1.3538492 · DOI · Paper page
  5. Huber G., 2002, Macromolecules, 35, 9204, 10.1021/ma0208887 · DOI
  6. Vieweg S., 1999, J. Appl. Polym. Sci., 73, 495, 10.1002/(SICI)1097-4628(19990725)73:4<495::AID-APP5>3.0.CO;2-I · doi:10.1002/(sici)1097-4628(19990725)73:4<495::aid-app5>3.0.co;2-i
  7. Ajayan, P. M.; Schadler, L. S.; Braun, P. V.Nanocomposite Science andTechnology;KGaA: Weinheim, 2003; p 77. · DOI · Paper page
  8. Ash B. J., 2002, Mater. Lett., 55, 83, 10.1016/S0167-577X(01)00626-7 · DOI
  9. Lin Y., 2005, Nature (London), 434, 55, 10.1038/nature03310 · DOI · Paper page
  10. Mackay M. E., 2003, J. Nature (London) Mater., 2, 762, 10.1038/nmat999 · DOI · Paper page
  11. Larson R. G., 1999, The Structure and Rheology of Complex Fluids
  12. Yethiraj A., 2002, Adv. Chem. Phys., 121, 89
  13. Yethiraj A., 1991, J. Chem. Phys., 95, 3749, 10.1063/1.461797 · DOI
  14. Patel N., 2004, J. Chem. Phys., 121, 4987, 10.1063/1.1778671 · DOI
  15. Hooper J. B., 2004, J. Chem. Phys., 121, 6986, 10.1063/1.1790831 · DOI
  16. Salaniwal S., 2002, Phys. Rev. Lett., 89, 258301, 10.1103/PhysRevLett.89.258301 · DOI
  17. Starr F. W., 2003, J. Chem. Phys., 119, 1777, 10.1063/1.1580099 · DOI · Paper page
  18. Vacatello M., 2001, Macromolecules, 34, 1946, 10.1021/ma0015370 · DOI · Paper page
  19. Doxastakis M., 2004, J. Chem. Phys., 120, 9335, 10.1063/1.1704634 · DOI
  20. Smith J. S., 2003, Compos. Sci. Technol., 63, 1599, 10.1016/S0266-3538(03)00061-7 · DOI · Paper page
  21. Bedrov D., 2003, J. Chem. Phys., 119, 10438, 10.1063/1.1615965 · doi:10.1063/1.1615965
  22. Yethiraj A., 1992, J. Colloid Interface Sci., 151, 102, 10.1016/0021-9797(92)90241-D · DOI
  23. Dickman R., 1994, J. Chem. Phys., 100, 4683, 10.1063/1.466251 · DOI
  24. Khalatur P. G., 1997, Physica A, 247, 205, 10.1016/S0378-4371(97)00406-8 · DOI
  25. Joanny J. F., 1979, J. Polym. Sci., Polym. Phys., 17, 1073, 10.1002/pol.1979.180170615 · doi:10.1002/pol.1979.180170615
  26. Scheutjens J. M. H. M., 1982, J. Adv. Colloid Interface Sci., 16, 361, 10.1016/0001-8686(82)85025-2 · doi:10.1016/0001-8686(82)85025-2
  27. Eisenriegler E., 2000, J. Chem. Phys., 113, 5091, 10.1063/1.1289239 · doi:10.1063/1.1289239
  28. Odijk T., 1997, J. Chem. Phys., 106, 3402, 10.1063/1.473069 · doi:10.1063/1.473069
  29. Schweizer K. S., 1997, Adv. Chem. Phys., 98, 1
  30. Koshy R., 2003, J. Chem. Phys., 119, 7599, 10.1063/1.1606673 · DOI
  31. Chandler D., 1972, J. Chem. Phys., 57, 1930, 10.1063/1.1678513 · doi:10.1063/1.1678513
  32. Hansen J. P., 1986, Theory of Simple Liquids
  33. Henderson D., 1997, J. Colloid Interface Sci., 185, 265, 10.1006/jcis.1996.4600 · doi:10.1006/jcis.1996.4600
  34. Doi M., 1986, Theory of Polymer Dynamics
  35. Fuchs M., 2000, Europhys. Lett., 51, 621, 10.1209/epl/i2000-00383-8 · DOI
  36. Bicerano J., 1993, Prediction of Polymer Properties
  37. Götze, W.J. Phys. Condens. Matter1999,11, A1. Götze, W.; Sjogren, L.Rep.Prog. Phys.1992,55, 241. · DOI · Paper page
  38. Bergenholtz J., 2003, Langmuir, 19, 4493, 10.1021/la0340089 · doi:10.1021/la0340089
  39. Chen Y. L., 2004, J. Chem. Phys., 120, 7212, 10.1063/1.1683077 · DOI
  40. Schweizer K. S., 1988, J. Chem. Phys., 89, 3350, 10.1063/1.454944 · DOI
  41. DeGennes P. G., 1979, Scaling Concepts in Polymer Physics
  42. Israelachvili J., 1997, Intermolecular and Surface Forces
  43. Chen Y. L., 2002, J. Chem. Phys., 117, 1351, 10.1063/1.1485071 · DOI
  44. Harnau L., 2001, Europhys. Lett., 53, 729, 10.1209/epl/i2001-00212-8 · DOI
  45. Tsagaropoulos G., 1995, Macromolecules, 28, 6067, 10.1021/ma00122a011 · DOI · Paper page
  46. Ash B. J., 2004, J. Polym. Sci., Polym. Phys., 42, 4371, 10.1002/polb.20297 · doi:10.1002/polb.20297
  47. Berriot J., 2002, Macromolecules, 35, 9756, 10.1021/ma0212700 · DOI · Paper page
  48. McCoy J. D., 2002, J. Chem. Phys., 116, 9154, 10.1063/1.1481379 · DOI
  49. Sternstein S. S., 2002, J. Macromolecules, 35, 7262, 10.1021/ma020482u · DOI · Paper page
  50. Huber G., 2002, Macromolecules, 35, 9204, 10.1021/ma0208887 · DOI
  51. Schweizer K. S., 2003, J. Chem. Phys., 119, 1181, 10.1063/1.1578632 · doi:10.1063/1.1578632
  52. Chen Y. L., 2005, Phys. Rev. E, 71, 041405, 10.1103/PhysRevE.71.041405 · doi:10.1103/physreve.71.041405

Cited by

See all 295

Metadata

Authors
Hooper, J. B., & Schweizer, K. S.
Venue
Macromolecules
Published
2005-09-13
Volume
38
Issue
21
Pages
8858-8869
ISSN
  • 0024-9297 (ISSN-L)
  • 1520-5835
OpenAlex
W2028647041
Cited by
295
References
4
FWCI
7.46
Type
journal article
Language
en
Open access
closed

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: Contact Aggregation, Bridging, and Steric Stabilization in Dense Polymer−Particle Mixtures. https://app.cochat.ai/papers/10.1021/ma051318k
The paper
Hooper, J. B., & Schweizer, K. S. (2005). Contact Aggregation, Bridging, and Steric Stabilization in Dense Polymer−Particle Mixtures. Macromolecules. https://doi.org/10.1021/ma051318k

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.