Applications of DustPOL-py
We present some examples of using DustPOL-py in understanding the physics of linear dust polarisation towards different astrophysical object with distinc physical properties.
1 Starless core Pipe-109
Starless cores are an ideal target for our study because of the high density where grain growth is expected to occur, and grain alignment is still significant. Numerous starless cores have been observed in multiple wavelengths from starlight polarisation in optical and near-infrared (Near-IR) to thermal dust polarisation in the submillimeter (submillimeter) range. These observations usually report a drop of \(p(\%)\) from the cloud surface to the core via the relation to the total intensity (\(I\)) or visual extinction (\(A_{\rm V}\)) as a power law (\(p(\%) \sim I^{-\alpha}\)). This depolarisation is known as the polarisation hole. In some cases, this slope \(\alpha\) approaches \(1\) in proximity to the centre of the core.

Grain Alignment Physics and grain Evolution using dust POLarization (GRAPE-POL)
, led by Dr. Le N. Tram. Observational data is taken from Alves et al. 2014
2 Musca filament
Musca is located at a distance of \(170\,\)pc. The filament is in its early evolutionary stage and lacks active star formation. Musca is known for being an isothermal filament in hydrostatic equilibrium and already fragmented; new stars can be formed in the near future. In this work, we use \(\it{Planck}\) polarization data at 850\(\,\mu\)m, showing that the degree of polarization (\(p(\%)\)) is lower toward the spike of the filament (green dots in Figure 1). The DustPOL-py model well reproduce this decline of \(p(\%)\) due to the loss of grain alignment efficiency, because of higher gas density and lower radiation intensity at the filament’s spike.

B-fields And dust in interstelLar fiLAments using Dust POLarization (BALLAD-POL)
, led by Ms. Nguyen B. Ngoc. For more details, please have a look at this article
3 Ophiuchus dark cloud (Oph-A)
\(\rho\) Oph-A is a molecular cloud in one of the closest dark cloud complexes and star-forming regions, \(\rho\) Ophiuchi. The distance to this complex is reported to be ∼120–160 pc. This region is significantly influenced by high-energy radiation from a nearby high-mass Oph-S1 star, which is a B association star. Among several dark cloud cores in \(\rho\) Ophiuchi, Oph-A is one of the best laboratories to understand the multiband dust polarization in the context of highenergy radiation giving us an opportunity to investigate RAT in detail. Using the SOFIA/HAWC+ polarimetric data at 89 and 154\(\,\mu\)m, we find that the degree of polarization (\(p(\%)\)) of thermal dust emission first increases with the grain temperature and then decreases once the grain temperature exceeds \(\simeq 25–32\,\)K. The latter trend differs from the prediction of the popular RAdiative Torques (RATs) alignment theory, which implies a monotonic increase of the polarization fraction with the grain temperature. The DustPOL-py results could successfully reproduce both the rising and declining trends of the observational data. Moreover, we show that the alignment of only silicate grains or a mixture of silicate–carbon grains within a composite structure can reproduce the observational trends.
4 Orion Molecular Cloud
Located at a distance of 388\(\pm 5\,\)pc, the Orion Nebula is the nearest high-mass star formation region. OMC-1 or Orion A is located behind an H II region ionized by O-B stars from the Trapezium cluster. OMC-1 consists of two principal clumps, the northern Becklin– Neugebauer–Kleinmann–Low (BN-KL) clump and the southern Orion S clump. BN-KL hosts an extremely explosive molecular outflow with a wide opening angle and multiple ejecta.
4.1 Orion BN-KL: \(p-T_{\rm dust}\) relations for single wavelengths
We use thermal dust polarization data observed toward the Orion BN-KL by SOFIA/HAWC+ at 89, 154 and 214\(\,\mu\)m and JCMT/POL-2 at 850\(\,\mu\)m. Figure 3 showed that DustPOL-py could reproduce observational trends of \(p(\%)-T_{\rm dust}\).
4.2 OMC-1: pixel-to-pixel at a single wavelength

4.3 OMC-1: polarization spectrum

