It is known that COVID-19 disease is transmitted through contaminated respiratory droplets.
The size of the respiratory droplets varies, while the size of the novel coronavirus is approximately 100nm in diameter. The novel coronavirus could also spread via an "airborne route" and it can be transported in microscopic water droplets or due to the air through evaporation form. According to a study published in the New England Journal of Medicine (NEJM), COViD-19 can survive 3 hours in the air, 4 hours on a copper surface, 48 hours on a metal surface, 72 hours in plastic, and 24 hours in cardboard materials.
[1] In addition, it is recommended by Health Institutions to wear face masks in crowded environments to reduce the spread of COVID-19. Because the use of masks will reduce the spread, as it will limit the risk of transmission of people infected with COVID-19 but not showing symptoms. For this reason, personal protection, especially face masks, is important for those who are in close contact with patients infected with COVID-19. Therefore, this form of personal protective equipment (PPE), which offers protection against infectious particles such as coronavirusladen aerosols, is in extremely short supply worldwide, and medical professionals are already rationing the masks at Covid-19 hotspots.
Standard N95 masks can filter out both large and small particles and that's why they are often acknowledged as safer than other types of masks i.e. surgical, fabric respirators. According to J o u r n a l P r e -p r o o f studies investigating the effectiveness of masks for COVID-19; medical masks are sufficient except for aerosol-containing processes and N95 / FFP2 masks are required for aerosolcontaining processes. It is recommended by health manufacturers and institutions not to reuse N95 / FFP2 masks that are visibly contaminated with respiratory, nasal secretions, or other body fluids from patients. [2] [3] Medical masks of different types on the market are made of different types of polymeric materials, because they are cheaper, easy to manufacture, and versatile in terms of chemical functionality and formability. Natural polycellulose-based polymers are generally used for cover material in most of the masks and other cheap polymers, such as spun polypropylene fibers/mats, are used as filtering materials (with their submicron scale air gaps) between polymeric cover sheets. The polymeric materials used in a commercial N95 mask are specified in its technical specification sheets. [4] Recent studies have been conducted on the investigation of gamma radiation attenuation of polymeric materials with some dosimetric data as well as effects on the chemical, mechanical, and thermal properties of different polymers. [5] Radiation has been shown to result in crosslinking, chain scission, and some color change due to chemical bond alteration after a certain dose, however, there are still not enough studies on N95 / FFP2 masks in the literature.
Although there are different reports in the literature on the maximum dose for use without altering the properties of polymeric materials, the radiation dose should be between 10-25 kGy to have enough dose to kill the living organism, such as bacteria and viruses and not to affect the chemical and morphological properties of polymeric material. [5] There are however various in-depth experimental studies about the gamma radiation interaction with different polymers [5] , a fast method to obtain the parameters for new candidate polymers to be used in masks is not available. [6] [7] Herewith, we have investigated J o u r n a l P r e -p r o o f the theoretical extensive data calculated from MATLAB simulation and WinXCOM program on mass attenuation coefficients, effective atomic number, exposure buildup factor and energy absorption build up factors on different polymers used especially for medical masks, and investigate alternative polymers that can be used for filtering part of these types of respirators.
In this study, we explore radiation attenuation properties of polymers that are used in commercial N95 masks. This is an important question since these masks would possibly be used by healthcare workers or by patients during a radiation treatment procedure such as CT (computed tomography) and MRI (magnetic resonance imaging). Therefore, it is important to determine the attenuation properties of these polymer made masks.
N95 masks are made up of multiple layers of material. The most important is the molten fiber layer. The fabric included in the melting process (100 to 1000 μm thick) consists of microfibres with diameters ranging from 2 to 10 μm. The molten fibers mingle together to form a porous structure. [8] J o u r n a l P r e -p r o o f Because of this, such fabrics can retain huge quantities of particulate matter. The fibers themselves are not harmful and are usually charged electrostatically to increase the interaction between the particles, resulting in a much higher filtration efficiency without increasing air resistance. Polymeric contents of N95 / FFP2 type masks used by healthcare professionals are shown in Fig. 1 . Atomic weight percentages are calculated theoretically from the chemical structures of the polymers (Fig. 1) under investigation and are given in Table 1 . Since the density values of these polymers can generally vary with respect to their preparation and production methods, the density values of these polymers are retrieved from the Polymer Data Handbook. [9] J o u r n a l P r e -p r o o f The Monte Carlo Simulation codes with MATLAB and XCOM program for the simulation of the transport of photons through three-dimensional components are used in this study. [10] The reason we use the MATLAB program for calculations other than converting the obtained data into graphs is to compare with XCOM data to obtain better visual graphs with more details and fast calculations. The mass attenuation coefficients are also calculated by using the MATLAB codes. The results obtained from the WinXCOM computer program are analysed to verify the results of the data obtained from MATLAB codes. The parameters that are calculated for determining the attenuation properties of N95 masks are the followings: MAC, HVL-TVL, MFP, Z eff , EBF-EABF.
MAC is the ability of the materials involved to absorb radiation per unit of mass. As such, MAC depends on the numbers of energy and atoms, and thus varies as these factors change.
This is a constant which defines the fraction of attenuated incident photons in a monoenergetic beam per unit thickness of a material and is calculated using the Lambert-Beer Law: (1)
In equation 1, I 0 and I represent the primary and the attenuated of the photon with the intensities. [11] [12] The penetration ratio has represented in the equation which, showed the photon interaction and protection features of the used material. Used the weight section (w i ) of i th component forming a matter and µ/ρ is the mass attenuation coefficient, this parameter can be given. 
The mean free path (MFP) shows the average aperture that the wave can move without any interaction along the path inside the masks.
And the following equation is used for calculating the effective atomic number (Z $%% ) of mask samples.
whereshows the fraction by mole of the individual element providing ∑ -= 1 , . is and / 0 are the atomic weight and the atomic number, respectively. [15] The EABF and EBF are important parameters for evaluating effectiveness in shielding. These two parameters are a very useful equation for demonstrating the uncollided / unscattered photon movement on matters. Some of the approximate methods for simulating both EABF J o u r n a l P r e -p r o o f and EBF are the G-P fitting method, which is an interpolation procedure based on the formula below using the corresponding atomic number (Z eq ). [16] 1(2, ) = 1 + 567 867 (9 : − 1) for 9 ≠ 1 (7)
1(2, ) = 1 + (< − 1) for 9 = 1 (8)
where K(E, x) (the photon dose multiplication factor) and b (the build-up factor corresponding to 1 MFP) are derived from the following equation [17] [18] [19] [20] [21] :
Results and Discussion: values. This has been recorded in Fig. 3 and with Fig. 4 (a-b) . The chemical structure does not affect the energy-to-matter relationship at low energy levels. (Fig. 6(b) ). Similarly, with the EBF values, the EABF values show similar effects. Of the mask samples in various MFP values, the minimum value is obtained from the N2 sample ( Fig. 7(b) ). So also the EBF-EABF approaches its maximum level as the Z eq approaches its minimum.
The EBF-EABF and Z eq reverse relation is shown in Figures.8.
It may also be noted from the figures that the lowest compound of EBF-EABF is the N2 with the highest of Z eq . The smaller EBF-EABF stands for better radiation attenuation properties.
So, in radiation terms, we can say that N2 is safer than samples from the mask.
This research analyses the viability of gamma rays attenuation of various N95 face mask samples by assessing numerous theoretical metrics such as the Effective Atomic Numbers In summary, our study aims at identifying polymers that are best suited to gamma irradiation for manufacturing N95 masks. The findings showed that having the lowest TVL, HVL and MFP, the N2 sample has the best radiation attenuation performance. In conclusion, the N2 sample that outperforms other samples is the most promising mask sample when it comes to gamma-ray attenuation features.
[ [3]. "CDC -Recommended Guidance for Extended Use and Limited Reuse of N95 