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     Long Response


    Visuals β€” particle size vs formulation

    Two compact, evidence-grounded figures below (more graphs than text). Data come directly from full-text experimental results in the cited papers; each claim is cited below using the source-extract format.

    Source & extract:
    The hyperbranched P(VAc-DBM-AA-AM-IA-HBP) latex had a mean particle size of 317.6 nm (PDI 0.31) while the non-hyperbranched P(VAc-DBM-AA-AM) measured 201.72 nm (PDI 0.26); authors report that IA-HBP increased viscosity and produced sub-micron emulsions with monodisperse distributions (PDI < 0.35) measured by DLS.
    Source & extract:
    Laser-diffraction PSD data show D[3,2] (surface-area mean) near 60–66 ΞΌm across concentrations; at low dispersion energy (2000 rpm) D[3,2] is ~64–66 ΞΌm with low change across concentration, while at high energy (8000 rpm) D[3,2] is smaller (~59–64 ΞΌm) at low concentration and increases with concentration β€” indicating processing energy and concentration jointly tune mean particle size and polydispersity.
    Key takeaways (visual first):
    • Formulation chemistry (hyperbranched vs non-hyperbranched) can shift mean particle diameter substantially (β‰ˆ200 nm β†’ β‰ˆ320 nm in the cited emulsion study) while keeping PDI <0.35, i.e., still monodisperse by DLS ().
    • Processing energy and concentration jointly control particle-size moments in fibre dispersions β€” higher rotor speed reduces surface-area mean at low solids but increasing concentration shifts sizes upward (laser diffraction data).
    Limitations / blind spots
    • Different sizing techniques and sample states (DLS for sub‑micron emulsions vs laser diffraction for 10s–100s ΞΌm fibres) measure different physical moments β€” they are not directly comparable and represent distinct physical size regimes and measurement biases (scattering assumptions, shape effects) .
    • Emulsion particle sizes are DLS-intensity/hydrodynamic means and can be biased by small populations; PDI and zeta potential reported in the emulsion study give context but raw DLS distributions are not publicly available in the dataset summary β€” contact authors for raw traces if needed .


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    Updated: March 17, 2026

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     Analysis Wizard



    Preparing an analysis script that is computing and plotting size-moment comparisons (D[3,2], D[4,3], PDI) across formulations and processing parameters using the cited PSD tables to quantify trends and test statistical differences.



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