HSP Database
Methods used for HSP determination:
1) IEA - Integral extinction and automated addition method as published in Süß et al., Adv Powder Technol, 2018, 29, 1550-1561
2) IEA+ - Integral extinction and automated addition method with additional considerations as published in Anwar et al., Part. Part. Syst. Charact.2023, 40, 2300050
3) PSDC - Particle size distributions and combinatorics based method as published in Anwar et al., Nanoscale, 2022,14, 13593-13607. Methods using other methods such as stability trajectories in addition to combinatorics are mentioned by name
4) Probe liquid selection done according to Amin et al., ChemCatChem2024, 16, e202301393. Materials using this step are marked with * symbol next to method of HSP determination. HSP determined without the probe lquid selection method have the probe liquid list chosen based on experience or selected randomly.
QDs - Quantum dots
NPs - Nanoparticles
SPs - Supraparticles
| Material | Disperse interactions δD (MPa1/2) | Polar interactions δP (MPa1/2) | Hydrogen bonding δH (MPa1/2) | Sphere radius (MPa1/2) | Method used for determination | Publication | DOI | Total combinations possible | Combinations chosen for HSP | Outliers |
|---|---|---|---|---|---|---|---|---|---|---|
| Carbon black (Printex-L) | 17.2 | 8.5 | 11.6 | 6.1 | IEA | Süß et al., (2018) | Link | - | - | - |
| Silica | 15.5 | 22.7 | 23.4 | 19.9 | IEA | Stauch et al., (2018) | Link | - | - | - |
| Zinc oxide QDs | 13.3 | 17.7 | 14.6 | 11.4 | IEA | Süß et al., (2019) | Link | - | - | - |
| SiNx | 15.8 | 7.2 | 13.6 | 3.0 | Stability trajectories + Combinatorics | Bapat et al., (2021) | Link | 2 | 1 of 2 | 1 |
| Titania (Solvothermal synthesis) | 14.9 ± 1.8 | 17.0 ± 2.2 | 11.2 ± 3.5 | 6.8 ± 3.0 | PSDC | Anwar et al., (2022) | Link | 1012 | 14 of 16 | 2 |
| Carbon black (Vulkan XC72R) | 17.0 | 10.7 | 12.3 | 6.7 | IEA+ | Anwar et al., (2023) | Link |
- |
- | - |
| Carbon black (Vulkan XC72R) | 17.4 ± 0.8 | 11.7 ± 2.5 | 10.9 ± 2.4 | 4.5 ± 2.2 | PSDC | Anwar et al., (2023) | Link | 8177 | 16 of 16 | 0 |
| Silicon/carbon nanocomposite | 19.1 | 10.8 | 5.2 | 7.5 | IEA+ | Anwar et al., (2023) | Link | - | - | - |
| Silicon/carbon nanocomposite | 19.1 ± 0.1 | 13.0 ± 2.2 | 5.5 ± 0.05 | 5.7 ± 1.8 | PSDC | Anwar et al., (2023) | Link | 1012 | 2 of 4 | 2 |
| Iron oxide NPs (PAA functionalized) | 18.5 ± 1.5 | 11.0 ± 2.1 | 9.4 ± 3.9 | 6.0 ± 3.7 | PSDC | Hammad et al., (2024) | Link | 1012 | 5 of 8 | 3 |
| Iron oxide SPs (PAA functionalized) | 18.6 ± 0.4 | 14.4 ± 1.5 | 10.6 ± 4.2 | 6.6 ± 4.0 | PSDC | Hammad et al., (2024) | Link | 1012 | 6 of 8 | 2 |
| Lanthanum Strontium Cobalt oxide (La0.8Sr0.2CoO3) | 16.5 ± 0.5 | 13.1 ± 1.9 | 14.2 ± 0.7 | 8.1 ± 1.3 | Stability trajectories + combinatorics | Gerschel et al., (2024) | Link | 1012 | 8 of 8 | 0 |
| NIckel iron oxide (NiFe2O4) | 16.2 ± 0.8 | 12.2 ± 1.1 | 12.4 ± 1.1 | 7.4 ± 0.8 | Stability trajectories + combinatorics | Gerschel et al., (2024) | Link | 1012 | 8 of 8 | 0 |
| Carbon black (C65) | 17.1 | 10.7 | 12.3 | 6.3 | IEA+ | Amin et al., (2024) | Link | - | - | - |
| Carbon black (Ketjen Black 300) | 17.1 | 10.7 | 12.3 | 6.3 | IEA+ | Amin et al., (2024) | Link | - | - | - |
| Carbon black (Ketjen Black 600) | 16.7 | 9.2 | 11.6 | 6.1 | IEA+ | Amin et al., (2024) | Link | - | - | - |
| Nickel cobalt oxide | 15.2 | 12.3 | 13.6 | 6.9 | IEA+ | Vinaykumar et al., (2025) | Link | - | - | - |
|
Titania (P25) |
18.7 ± 0.2 | 14.6 ± 1.9 | 6.1 ± 1.3 | 5.0 ± 1.4 | PSDC | Anwar et al., (2025) | Link | 121 | 4 of 4 | 0 |
| Titania (Erbium doped, sol gel synthesis) | 15.8 ± 0.3 | 8.6 ± 0.6 | 12.4 ± 0.7 | 5.9 ± 0.6 | PSDC | Anwar et al., (2025) | Link | 121 | 2 of 2 | 0 |
| Titania (spray flame synthesis) | 18.0 ± 0.0 | 14.6 ± 0.5 | 10.0 ± 0.9 | 2.3 ± 0.5 | PSDC | Anwar et al., (2025) | Link | 121 | 4 of 4 | 0 |
| Titania-graphene composite (10% graphene) | 18.6 ± 1.2 | 17.4 ± 0.2 | 6.6 ± 1.2 | 4.3 ± 0.9 | PSDC | Anwar et al., (2025) | Link | 121 | 2 of 2 | 0 |
| Titania-graphene composite (20% graphene) | 18.1 ± 0.8 | 15.8 ± 1.8 | 5.8 ± 0.9 | 5.3 ± 1.6 | PSDC | Anwar et al., (2025) | Link | 121 | 4 of 4 | 0 |
| Titania-graphene composite (30% graphene) | 18.4 ± 1.0 | 17.4 ± 0.2 | 6.5 ± 1.0 | 4.3 ± 0.9 | PSDC | Anwar et al., (2025) | Link | 121 | 2 of 2 | 0 |
| Lanthanum manganese oxide | 16.5 | 10.7 | 15.0 | 5.1 | IEA+ | Toplak et al., (2026) | Link | - | - | - |
| Lanthanum iron oxide | 16.5 | 10.7 | 15.0 | 5.1 | IEA+ | Toplak et al., (2026) | Link | - | - | - |
| Lanthanum cobalt oxide | 17.1 | 12.6 | 14.9 | 6.6 | IEA+ | Toplak et al., (2026) | Link | - | - | - |
| Graphene (gas phase synthesized) | 17.8 | 12.8 | 9.1 | 2.3 | IEA+ | Grebener et al., (2026) | Link | - | - | - |