Research Article - (2026) Volume 9, Issue 1
Study of Transport Process and Discharge Structure of Inductively Coupled Electronegative Plasmas Via Fluid Model and Analytic Theory Collaboration
Received Date: Nov 03, 2025 / Accepted Date: Jan 07, 2026 / Published Date: Jan 28, 2026
Copyright: ©2026 Shu-Xia Zhao, et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation: Zhao, S. X., Sun, Y. (2025). Study of Transport Process and Discharge Structure of Inductively Coupled Electronegative Plasmas Via Fluid Model and Analytic Theory Collaboration. Adv Theo Comp Phy, 9(1), 01-57.
Abstract
The discharge structure of inductively coupled plasma is studied via fluid simulation and analytic theory collaboration. At low pressure, the discharge is stratified by the double layer, which is modelled as dipole moment. The parabolic profile is formed in the discharge core when recombination loss is negligible and both the electron and anions are the Boltzmann balanced. At increasing the pressure, the main characteristics, i.e., parabolic, elliptic and flat-topped profile, are experienced, predicted by the simulation and analytics. Self-coagulation is accompanied at all considered pressures. It is more a chemistry process and provides new means of constricting plasma. At its influence, electron density deviates from the Boltzmann equilibrium. For satisfying the neutrality of bulk plasma, the ambi-polar self-coagulation mechanism is suggested. At high pressure, the self-coagulation-to-coil scheme causes the mass point behavior in the plasma. Minor cations re-self-coagulate at certain conditions and the correlation with the celestial bodies’ formation is hypothesized.
Keywords
Discharge Structure, Electronegative Plasmas, Fluid Simulation, Self-Coagulation and Mass Point Behavior
Introduction
Structure of glow gaseous discharge is important for people to understand the plasma generated, since it exhibits the physics and chemistry processes of plasma transport, i.e., a window for observing the plasma inside. It is difficult to study the electronegative plasma because of the interfere of anion in ambi-polar diffusion and chemical bulk loss of plasma species, which thereby complicates the transport equations. At reasonable approximations such as the Boltzmann statistics of electron and anion, these complex transport equations are simplified, and accordingly important analytic solutions are found for illuminating the electronegative discharge structure [1-5]. Main discharge characteristics are specified, for instance the heavy ions density profiles at respectively the models of parabola, ellipse, and flat-top, as well as the stratification of discharge. At these models, the electron density is low and its spatial variation is negligible. There are in total two types of discharge stratification phenomena. The normal one represents the bulk discharge structure that is divided into electronegative core (predominantly consisting of cation and anion) and electropositive halo (consisting of cation and electron). These two parts are either continually joined or discontinuously linked by double layer. One more stratification is used to indicate that the density distributions of different species, i.e., the electron, cation and anion, in the bulk is stratified, which is more happened at relatively small electronegativities [6]. The parabolic and flat-topped ions profiles discovered via the analytic theories are validated the most with the experimental observation. It is noticed that the parabolic ion density profile matches well with the experiments while the flat-top profile is not [7-10]. Experimentally, a bumped ion density peak is appeared at the end of the flat-top profile, which cannot be explained by the present analytic theory.
We recently reported in Ref. [11] a delta distribution of anion density in an Ar/O2 inductively coupled plasma. It is discovered based on a two-dimensional fluid model simulation. When examining the temporal variation of this simulation, it is found that the combination of free diffusion and negative source term (i.e., recombination loss of anion) plays important role for the anion, O-, to self-coagulate to certain spatial location. Form the point of high mathematic view, these transport components consist of one quasi-Helmholtz equation, whose analytic solution can be a delta distribution, spatially independent. This new analytic work given by us unveils the self-coagulation behavior naturally happened inside the plasma. This transport scheme is more determined by the chemistry process, against the conventional ambi-polar diffusion transport which arises from the mass and polarity distinctions (physics). At the influence of chemistry, the continuous medium flows along with the direction of density gradient, i.e., anti- free diffusion. A seemingly not understandable phenomenon. It in fact belongs to the self-organizations of dissipative structure, for it satisfies the main features, e.g., nonlinear evolution and descending entropy [12-14]. More details about the self-coagulation can be found in the Refs. [11, 15]. This above self-coagulation is related to the anion dynamic. How is the cation coagulated for arriving at the plasma quasi-neutrality, at high electronegativity? At the assistance of electronegative internal sheath, when the negative chemical source is not satisfied. It is called as the ambi-polar self-coagulation. All the new discoveries of us involving the self-coagulation interpret well the experimentally observed density peak of ions. Herein, ions refer to both the cation and anion.
It is originally thought that the self-coagulation analytic theory just belongs to the less electronegative plasmas. It is nevertheless found it exists in the general electronegative plasma sources. In the present work, the discharge structure of Ar/SF6 inductively coupled plasma is focused via a fluid simulation [11, 16]. The fluid simulation of Ar/SF6 plasma satisfies well the predictions of the present and early analytic theories, qualitatively in accord to the experiments as well. In such a high electronegative discharge, the self-coagulation is found to happen within all charged species, including the light electrons. At its influence, the species deviates from the Boltzmann balance when chemistry process dominates over the physics. Besides, the essence of well-known double layer is investigated. Presently, self-consistent simulations, i.e., fluid, particle or hybrid, are very useful but not focused on analyzing discharge structure. We feel it is a waste of computational resource since lot amount of interesting profiles simulated are ignored [17-21]. Hence, one more goal of this article is to trigger more interest of the community onto the basic discharge structure studies. It is emphasized that the two-dimensional fluid simulations of reactive inductively coupled plasmas are not a new topic and lots of relevant papers have been published [17-20, 22-26]. However, all these articles are not focused on the analysis of discharge structure and are neither related to the previous useful analytic works. It is the innovation embedded in our present conventional fluid simulations.
Methodology
The formula of fluid model used is described in this section. It includes the mass, momentum and energy equations of plasma species, together with the Poisson and Maxwellian equations. The reactor used consists of discharge chamber, dielectric window and matching box. In the chamber, the wafer is seated at the bottom. The dimension and configuration of reactor can be found in Refs. [11,16]. The Ar/ SF6 gas-phase chemistry and surface kinetics are given in Tables.1 and 2.
|
No. |
Reaction |
Rate Coefficienta |
Threshold (eV) |
Ref. |
|
Elastic collisions |
||||
|
1 |
e + Ar ® e + Ar |
Cross Section |
0 |
[27] |
|
2 |
e + SF6 ® e + SF6 |
Cross Section |
0 |
[27] |
|
3 |
e + F2 ® e + F2 |
Cross Section |
0 |
[27] |
|
4 |
e + F ® e + F |
Cross Section |
0 |
[27] |
|
Excitation and deexcitation reactions |
||||
|
5 |
e + Ar ® e + Ars |
Cross Section |
11.6 |
[27] |
|
6 |
e + Ars ® e + Ar |
Cross Section |
-11.6 |
[27] |
|
Ionization reactions |
||||
|
7 |
e + Ar ® 2e + Ar+ |
Cross Section |
15.76 |
[27] |
|
8 |
e + Ars ® 2e + Ar+ |
Cross Section |
4.43 |
[27] |
|
9 |
e + SF ® SF + + F + 2e 6 5 |
1.2´10-7 exp (-18.1 T ) |
16 |
[28,29] |
|
10 |
e + SF ® SF + + 2F + 2e 6 4 |
8.4´10-9 exp (-19.9 T ) |
20 |
[28,29] |
|
11 |
e + SF ® SF + + 3F + 2e 6 3 |
3.2´10-8 exp (-20.7 T ) |
20.5 |
[28,29] |
|
12 |
e + SF ® SF + + F +2F + 2e 6 2 2 |
7.6´10-9 exp (-24.4 T ) |
28 |
[28,29] |
|
13 |
e + SF ® SF+ + F +3F + 2e 6 2 |
1.2´10-8 exp (-26.0 T ) |
37.5 |
[28,29] |
|
14 |
e + SF ® F+ + SF +F + 2e 6 4 |
1.2´10-8 exp (-31.7 T ) |
29 |
[28,29] |
|
15 |
e + SF ® S+ + 4F+F + 2e 6 2 |
1.4´10-8 exp (-39.9 T ) |
18 |
[28,29] |
|
16 |
e + SF ® SF + + 2e 5 5 |
1.0´10-7 exp (-17.8 T ) |
11 |
[28,29] |
|
17 |
e + SF ® SF + + F + 2e 5 4 |
9.4´10-8 exp (-22.8 T ) |
15 |
[28,29] |
|
18 |
e + SF ® SF + + 2e 4 4 |
4.77´10-8 exp (-16.35 T ) |
13 |
[28,29] |
|
19 |
e + SF ® SF + + F + 2e 4 3 |
5.31´10-8 exp (-17.67 T ) |
14.5 |
[28,29] |
|
20 |
e + SF ® SF + + 2e 3 3 |
1.0´10-7 exp (-18.9 T ) |
11 |
[28,29] |
|
21 |
e + F ® F+ + 2e |
1.3´10-8 exp (-16.5 T ) |
15 |
[28,29] |
|
22 |
e +S ®S+ + 2e |
1.6´10-7 exp (-13.3 T ) |
10 |
[28,29] |
|
23 |
e + F ® F + + 2e 2 2 |
1.37´10-8 exp (-20.7 T ) |
15.69 |
[28,29] |
|
Attachment and dissociative attachment reactions |
||||
|
24 |
e + SF ® SF - 6 6 |
Cross Section |
0 |
[27] |
|
25 |
e + SF ® SF - + F 6 5 |
Cross Section |
0.1 |
[27] |
|
26 |
e + SF ® SF - + 2F 6 4 |
Cross Section |
5.4 |
[27] |
|
27 |
e + SF ® SF - + 3F 6 3 |
Cross Section |
11.2 |
[27] |
|
28 |
e + SF ® SF - + 4F 6 2 |
Cross Section |
12 |
[27] |
|
29 |
e + SF ® F- + SF 6 5 |
Cross Section |
2.9 |
[27] |
|
30 |
e + SF ® F - + SF 6 2 4 |
Cross Section |
5.4 |
[27] |
|
31 |
e + F ® F- + F 2 |
Cross Section |
0 |
[27] |
|
Dissociation reactions |
||||
|
32 |
e + SF6 ® SF5 + F + e |
1.5´10-7 exp (-8.1 T ) |
9.6 |
[28,29] |
|
33 |
e + SF6 ® SF4 + 2F + e |
9.0´10-9 exp (-13.4 T ) |
12.4 |
[28,29] |
|
34 |
e + SF6 ® SF3 + 3F + e |
2.5´10-8 exp (-33.5 T ) |
16 |
[28,29] |
|
35 |
e + SF6 ® SF2 + F2 + 2F + e |
2.3´10-8 exp (-33.9 T ) |
18.6 |
[28,29] |
|
36 |
e + SF6 ® SF + F2 + 3F + e |
1.5´10-9 exp (-26.0 T ) |
22.7 |
[28,29] |
|
37 |
e + SF5 ® SF4 + F + e |
1.5´10-7 exp (-9.0 T ) |
5 |
[28,29] |
|
38 |
e + SF4 ® SF3 + F + e |
6.2´10-8 exp (-9.0 T ) |
8.5 |
[28,29] |
|
39 |
e + SF3 ® SF2 + F + e |
8.6´10-8 exp (-9.0 T ) |
5 |
[28,29] |
|
40 |
e + SF2 ® SF + F + e |
4.5´10-8 exp (-9.0 T ) |
8 |
[28,29] |
|
41 |
e + SF ® S + F + e |
6.2´10-8 exp (-9.0 T ) |
7.9 |
[28,29] |
|
42 |
e + F2 ® 2F + e |
1.2´10-8 exp (-5.8 T ) |
1.6 |
[28,29] |
|
Neutral / neutral recombination reactions |
||||
|
43 |
S + F ® SF |
2´10-16 |
0 |
[28,29] |
|
44 |
SF + F ® SF2 |
2.9´10-14 |
0 |
[28,29] |
|
45 |
SF2 + F ® SF3 |
2.6´10-12 |
0 |
[28,29] |
|
46 |
SF3 + F ® SF4 |
1.6´10-11 |
0 |
[28,29] |
|
47 |
SF4 + F ® SF5 |
1.7´10-11 |
0 |
[28,29] |
|
48 |
SF5 + F ® SF6 |
1.0´10-11 |
0 |
[28,29] |
|
49 |
SF3 + SF3 ® SF2 + SF4 |
2.5´10-11 |
0 |
[28,29] |
|
50 |
SF5 + SF5 ® SF4 + SF6 |
2.5´10-11 |
0 |
[28,29] |
|
51 |
SF + SF ® S+ SF2 |
2.5´10-11 |
0 |
[28,29] |
|
52 |
SFx + F2 ® SFx+1 + F b |
7.0´10-15 |
0 |
[28,29] |
|
Ion / ion recombination reactions |
||||
|
53 |
X+ + Y- ® X + Yc |
5.0´10-9 |
0 |
[28,29] |
|
Detachment reactions |
||||
|
54 |
Z + Y- ® Z+ Y + e d |
5.27´10-14 |
0 |
[28,29] |
|
Other reactions |
||||
|
55 |
Ars + Ars ® e + Ar + Ar+ |
6.2´10-10 |
0 |
[28,29] |
|
56 |
Ars + Ar ® Ar + Ar |
3.0´10-15 |
0 |
[28,29] |
|
57 |
Ar+ + SF ® SF + + F + Ar 6 5 |
9.0´10-10 |
0 |
[28,29] |
|
58 |
SF + + SF ® SF + + SF + F 5 6 3 6 2 |
6.0´10-12 |
0 |
[28,29] |
Table 1: Chemical Reaction Set Considered in The Model.

|
No. |
Surface Reaction |
Sticking Coefficient |
Ref. |
|
1 |
SFx + + wall ® SF x x = 1- 5
|
1 |
[28,29] |
|
2 |
F+ + wall ® F |
1 |
[28,29] |
|
3 |
F2 + + wall ® F 2
|
1 |
[28,29] |
|
4 |
S+ + wall ®S |
1 |
[28,29] |
|
5 |
|
0.02 |
[30] |
|
6 |
Ar+ +wall ® Ar |
1 |
[28,29] |
|
7 |
Ars+wall ® Ar |
1 |
[28,29] |
Table 2: Surface Reaction Set Considered in The Model.
Electron Equations
The equations of electron density and energy are given as



where ve,th is the thermal velocity of electrons and re is the reflection coefficient in the reactor wall, which is set to 0.2 in this model.
Heavy Species Equations

Electromagnetic Equations

Electrostatic Equations

Results and Discussion
Ar/O2 Plasma
A. -type Anion Density of Fluid Model and Self-Coagulation Theory
Variable definition declaration: in this section, for following the convention, without specific stress, the term, ions, is used to represent the positive ions. Anions are defined as negative ions.
In this section, the delta type anion density given the fluid model is given. Accordingly, the self-coagulation theory that produces the delta type distribution is described. More details about the model and theory can be found in our previous publication.
a) Steady State Structure

Figure 1: Densities of electron (a), argon ions (b), and negative oxygen ions (c), and the plasma potential (d) of inductively coupled Ar/ O2 plasma, given by the fluid model simulation at the discharge conditions of 300W, 30mTorr and 10% O2 content.
At steady state, astonishing O- delta density is found in the fluid model simulation of inductively coupled Ar/O2 plasma, at the discharge conditions of 300W, 30mTorr and 10% O2 content, as shown in Figure 1(c). Accordingly, the negative chemical source of O- species is found in Figure 2(b), which is also very astonishing and rarely seen. To interpret the forming mechanism of O- delta, it is needed to investigate the temporal dynamics of this fluid model simulation.

Figure 2: Density of negative oxygen ions O- (a), and the summed reaction rate (b), pure generation rate (c) and pure depletion rate(d) of O- of inductively coupled ArO2plasma, respectively, given by the fluid model simulation at the discharge conditions of 300W,30mTorr and 10% O2 content.

Figure 3: Evolution of O- density with time at the stage of drift accumulating O- species. The selected time points are sequentially.(a) 1.0×10-7s, (b) 1.0×10-6s, (c) 5.109×10-6s, and (d) 1.0×10-5s. Data are given by the fluid model simulation of inductively coupled Ar/ O2 plasma at the discharge conditions of 300W, 30mTorr and 10% O2 content.
The whole process for the O- delta formation in the weakly electronegative plasma can be divided into several parts. At first, the O-species are drifted and accumulated by the ambi-polar diffusion potential given by the electron and ions at small creation rate of O-, as shown in Figure 3. Then, as the O- species are pushed into the potential bottom, its negative chemical source ascribed to the substantial recombination reactions of O- with ions, Ar+, O+ and O2 is formed, and accordingly the prototype O- delta is generated, as shown in Figure 4 and 5. Besides for the negative source, the free diffusion of O- species is still needed for forming delta, which is presented in Figure 6, where the O- species assemble in the potential bottom, upon comparison. In Figure 7, the theory of self-coagulation arisen from the quasi-Helmholtz equation that consists of free diffusion and negative chemistry source is illustrated, which explains well the forming mechanism of O- delta. After the prototype, the O- delta still experiences the walk and refinement stages in Figure 8 and 9, which finally produces the steady state O- delta structure.

Figure 4: Evolution of O- density with time at the stage of prototype delta O- profile forming. The selected time points are sequentially(a) 1.0×10-5 s, (b) 1.778×10-5 s, (c) 2.371×10-5 s, and (d) 3.162×10-5 s. Data are given by the fluid model simulation of inductively coupled Ar/O2 plasma at the discharge conditions of 300W, 30mTorr and 10% O2 content.

Figure 5: Evolution of O- chemical source with time at the stage of prototype delta O- profile forming. The selected time points are sequentially (a) 1.0×10-5 s, (b) 1.778×10-5 s, (c) 2.371×10-5 s, and (d) 3.162×10-5 s. Data are given by the fluid model simulation of inductively coupled Ar/O2 plasma at the discharge conditions of 300W, 30mTorr and 10% O2 content. This figure is used to illustrate that when the negative source is formed, the O- species starts to self-coagulate.

Figure 6: Evolution of plasma potential contour with time at the stage of prototype delta O- profile forming. The selected time points are sequentially (a) 1.0×10-5 s, (b) 1.778×10-5 s, (c) 2.371×10-5 s, and (d) 3.162×10-5 s. Data are given by the fluid model simulation of inductively coupled Ar/O2 plasma at the discharge conditions of 300W, 30mTorr and 10% O2 content. This figure indicates that the self-coagulation happens in the potential bottom, thus unveiling the second necessary condition of self-coagulation, free diffusion.






B. Space Plasma Characteristic
In this section, the space plasma characteristic that is produced in the laboratory is exhibited. Besides, the condition that self-coagulation is not occurred is discussed. More details can be found in our previous publication. The connection between the laboratory and space plasmas are built; see more example in Section 3.2.B.


The analytic theory above implies one of the disappearing conditions of self-coagulation, i.e., the negative chemistry source is unable to form. This is indeed verified by another Ar/O2 inductive plasma fluid simulation at the discharge conditions of 300W, 10mTorr and 90% O2 content. The O- species density profile exhibits parabolic feature at the positive chemistry source in Figures 10 and 11. Of more significance is that this gaseous discharge that should originally produce the low-temperature laboratory plasma now exhibits space plasma characteristic, by means of the very low plasma density, 104 cm-3, analogous to the aurora. This is logic since only at such low ions densities, the recombination loss rate can be negligible, regarding to its quadratic function of plasma density.
Ar/SF6 Plasma
Variable definition declaration: in this section, the term, ions, is used to define the general charged heavy species. It thereby includes both the positive and negative ions. For better distinguishing the positive and negative ions, the terms, cations and anions, are used. Instead, the word, ions, means the sum of cations and anions. A new convention.
Space-Stratification Phenomenon
Many early works pointed out that electronegative plasma bulk consists of the electronegative core and electropositive halo, at high enough electronegativities. The fluid model simulation of electronegative plasma presents more details for the formation of stratification. It arises from the discharge SEQUENCE. At initial, the discharge mainly produces electron and cation and the ambi-polar diffusion potential is established. At this time, the anion generation rate and its density are low, and the Boltzmann relation cannot be reached and the anion drifts inward and hence accumulates. When ionization creates enough electrons, the attachment rate grows and anion source is strong enough for establishing its Boltzmann relation. As this balance is built, the space is stratified naturally into electronegative (core) and electropositive (edge) parts. Besides for the stratification, the electronegative discharge displays the spatial characteristics of parabola and self-coagulation in the core, given by both the fluid model and analytic theory.
(a) Stratification, Anion Boltzmann Relation and Parabola Theory
As seen in Figures 12 and 13, the space-stratification structure is well predicted by the fluid model in an Ar/SF6 inductive plasma at the discharge conditions of 300W, 10mTorr and 10% SF6 content. In addition, the parabola and self-coagulation appear along the ions densities profiles, and the anion Boltzmann relation is given in Figure 14, all in the electronegative core. At the Boltzmann relations of both electron and anion, the parabola theory of Lichtenberg et al predicts well the parabola profile illustrated in Figure 15, at the assumption of ambi-polar diffusion of triple-species system (electron, cation and anion) of strong electronegativity. The anions are all expelled in the edge, a conventional electropositive plasma halo, connected to sheaths. It implies nonlinear dynamics at the interface of the core and halo





(b) Double layer and discontinuity theory
The interface of core and edge separates two transport schemes, i.e., the triple-species ambi-polar diffusion at the interface left and normal electron-cation (electron-ion, defined precedingly in electropositive plasma) ambi-polar diffusion at the right. In the analytic theories, the ambi-polar diffusion coefficients of two- and triple- species systems are quite different, about g D+ versus 2D+ . To ensure the operation of two different transports, a double layer structure is formed at the interface, modelled as dipole in Figure 16. Moreover, the dipole at the limit that the length tends to zero is indeed a breaking point inserted in the density and potential profiles, illustrated in Figure 17 and Eq. (3.1).

In Figure 18, the axial profile of net charge density is plotted where two asymmetric dipoles form laterally. The asymmetry that negative pole is heavier verifies that fact the double layer arises from the accumulation of negative charge carrier, anions. In Figures 19 and 20, the species densities, plasma potential and charge density in the processes of forming basic stratification and final convergence are given. The density and potential in Figure 19 when stratification is being formed vibrate once with time. The vibration ascribed to the build and collapse period of anion Boltzmann relation does not transmit through the plasma since it lacks continue medium and is truncated by the discontinuity of dipole field at the limit. This is the physics essence of stratification and double layer, as we understood

Figure 16: In (a), the net charge density of Ar/SF6 inductive plasma is given, which exhibits double layer structure, i.e., combination of two differently charged layers. In (b), this double layer is modelled as dipole of electromagnetics. The net charge density is given by the fluid model simulation at the discharge conditions of 300W, 10mTorr and 10% SF6 content. The figure data is sampled at the time point that the stratification structure is basically formed in the simulation.

Figure 17: Schematic of electric field intensities of dipole moment at two cases, i.e., at (a) the dipole center and (b) one arbitrary location of the space. At the limit that the dipole length tends to zero, i.e., l→0, the field tends to infinite at the center in (a) and zero at arbitrary location in (b). The math processes of the two limits can be found in the text. The introduced dipole moment model is used to represent the essence of the double layer hidden in the stratification discharge structure simulated at low pressure, 10mTorr. As the dipole at this limit indicated, the double layer is actually a breaking point (delta function) among the smooth/continuous distribution/profile, in the view of math functions.

Figure 18: Axial profile of net charge density of 10mTorr Ar/SF6 discharge, at the steady state. The other discharge conditions are the same as in Figure 16. The double layer is clearly seen from the net charge density profile, where two asymmetric dipole moments are abstracted. The figure data is sampled at steady state.


(c) Spontaneous self-coagulation of anions
In Figure 21, the summed anions density in the core region exhibits self-coagulation and its net source is negative at the coagulation location. As indicated in the self-coagulation theory of Figure 7, the free diffusion condition is still needed. It is automatically satisfied for the potential of core is flatten, as shown in Fig. 3(a), which thereby cannot drift the anions. The parabola theory above and the analytics of Figure 22 indicate that the axial and radial ions densities profiles should be both parabolic, WAS the influence of self-coagulation excluded. The combination of parabola and coagulation leads to complex discharge structure of electronegative plasmas. Without the squeeze of ambi-polar potential, we would like to call the self-coagulation spontaneous purely due to the chemistry source. Accordingly, the ambi-polar self-coagulation that assemble the cations for satisfying the neutrality is non-advective; see next in Section. III.2(B).


B. Self-coagulation-to-coil scheme of ions
As the analytic works predicted, the area of electropositive edge region shrinks with pressure, and finally the space-stratification disappears. This discharge feature is captured by the fluid simulation as well. At the previous stratification theory we proposed, it is natural for it disappearing at high pressure, because high pressure provides high electronegativity and hence high anion source, at which the anion Boltzmann relation is more easily built. At the high pressure, 90mTorr, after the stratification is disappeared, the self-coagulation-to-coil scheme of ions densities is discovered in the Ar/SF6 inductive plasma fluid simulation. Its mechanism is hence illustrated in the section.
(a) Pre-condition of self-coagulation
As shown in Figures 23-25, at the beginning of the discharge, the initially-set uniform electron density swiftly coagulates to the coil at strong attachment loss. Correspondingly, the ambi-polar diffusion potential of electron and cation is established, which is suppressed toward the coil as well at the electron Boltzmann relation illustrated in Figure 26. At high pressure, source term dominates over transport term in the continuity equation. So, the electron coagulation arisen from chemistry source just happens at high pressure, not at low pressure in the previous section. Besides, this is not a self-coagulation behavior since the free diffusion is not achieved. But it offers pre-condition (see next).




(b) Self-coagulation stage of anions
At the strong ambi-polar potential surrounding the coil, it is believed that the anion Boltzmann relation is not reached, temporally. So, the anions are accumulated by drift. And at high enough density, the negative chemical source is formed and accordingly, the self-coagulation of anions at the potential bottom is happened, in Figures 27 and 28. This is very similar to the Ar/O2 plasma case in Section III. 2(A). In Figure 29, before and after the self-coagulation, the anions density borders under the coil are compared. Border is soften at the self-coagulation, implying a chemistry process, as compared to the physics process, i.e., ambi-polar diffusion. The self-coagulation is happened very fast, like an instantaneous behavior, which can only be predicted by unsteady-state solution.



(c) Collapse of ambi-polar potential and electron transport change
As seen in Figures 30 and 31, at the self-coagulation, the potential collapses. This is caused by the fact that anion density significantly increases after self-coagulation. At high enough anion density, the original two-species system (electron and cation) ambi-polar diffusion turns into triple-species (electron, cation and anion) system ambi-polar diffusion. Here, perpendicular to the potential contour, two transport mechanisms coexist, ambi-polar self-coagulation in the bottom and ambi-polar diffusion of triple-species system beyond the bottom. Out of the bottom, the potential barrel is attenuated at high electronegativity and Boltzmann anion (which is now reached at substantial anion density gradient after self-coagulation). As shown in the parabola theory of Figure 15, at these conditions, the potential is flattened, illustrating the potential collapse herein.






Along with the potential collapse, the electron density profile is expanded, as shown in Figure 32. Meanwhile, the electron density deviates from the Boltzmann relation in Figure 33. This deviation is very interesting, for it represents the self-coagulation of ELECTRON. The potential collapses and electrons tend to quasi-freely diffuse. Outside of the positive electron source under the coil, clearly negative chemical source is seen from the Figure 34, as it is known a strong electronegative discharge case. The two conditions lead to the self-coagulation of electrons. Self-coagulation is one self-organization behavior, regardless to the polarity and mass of considered species. More analysis of the electron Boltzmann deviation is shown in Section III.2(C).
(d) Mass point behavior and theory of post-self-coagulation stage
Ar/SF6 discharge creates adverse ions type. At the self-coagulation of anion and ambi-polar self-coagulation of ions (see further), the multiple ions exhibit mass point behavior. It is analyzed that self-coagulation does not relate to the species polarity. However, after the self-coagulation, the expelling forces DO exist between the individual self-coagulated ion mass points with the same polarities. As shown in Fig. 35, the originally coagulated SF + cation density is dispersed by the Ar+ cation. The SF + coagulation is destroyed because the it 3 3 is heavier and its density is comparable to the Ar+ (illustrating in Figure 36). The self-coagulation related theory in Ref. [15] indicates that the lighter the species is, the easier it is self-coagulated. Moreover, when the total charge amount that two elements carry fixed, the maximum expelling force between them is given at averagely distributing the total charge amount, shown in Fig. 37. Very simple issue.
The expelling phenomenon of mass points is also occurred between anions. In Figure 38, the SF 5- and SF6 - anions coagulations are disturbed by the light F- mass point. As compared, shown in Figure 39, the density of F- is comparable to the sum of the above two heavy anions. The dispersion and disturbance of ions coagulation are gradual and temporal integrating effects. The expelling effect of anions is not that strong as the cations, because anions are confined by self-coagulation mechanism while cations are constrained by ambi-polar self-coagulation scheme, which is essentially electric interaction and weaker than the chemical restriction. As a result, the positive charge density (yellow and radiative) is given when the cation coagulation is destroyed, illustrated in Figures 40 and 41. This is individual mass point behavior, and the plasma which is collective cannot respond. It is noted that it is not belonged to the sheaths which ARE the results of plasma collective interactions.







(e) Re-self-coagulation of minor cations and its astronomy significance
In this section, it is shown that the minor cations re-self-coagulate after the mass point expelling effect, for instance the F+ cation in Figure 42. The position of re-self-coagulation is selected at the discharge axis where it is easier for species assembling (geometric effect), hence forming negative source as shown in Figure 43. In addition, the drift of ambi-polar potential is not reached in this region, providing free diffusion condition. It is noted that the original F+ coagulation under the coil is not influenced, where the ambi-polar self-coagulation holds. One more minor cation, S+, re-self-coagulates in the Figures 44 and 45. The difference is that it experiences two attempts for finishing the re-self-coagulation. The first attempt is failed for the forming negative source location is far away from the positive source at the coil. The negative source arises from the positive source normal transport. WAS their communication channel cut, the self-coagulation halts.
The finally formed negative source of S+ is presented in Figure 46. One more distinction is that the S+ re-self-coagulation is not that strong as the F+ minor cation, again caused by the mass difference. Other minor cations, e.g., SF+, SF +, fails to re-self-coagulate also because of their relatively large masses. In Figure 47, it is shown that the minor cations re-self-coagulation has important astronomic significance, correlating the formation of celestial bodies. In the interstellar space, the plasma is quite sparse and its density is quite low. The re-self-coagulation behavior here is suitable to the space plasma, while the collective interactions of DENSE (relatively) low-temperature laboratory plasma is not applicable. Namely, the ambi-polar self-coagulation cannot happen in the sparse space plasma at low densities. Therefore, to counteract the general self-coagulation force inward, the outward centrifugal force is needed. That’s why the celestial bodies all rotate. This is, we hope, a reasonable hypothesis from laboratory plasma studies, waiting for relevant validations of astronomers.




(f) Advective ambi-polar self-coagulation
The electron and summed cations densities distributions in Figure 48 are different. In Figure 49, obvious non-neutrality of plasm inside under the coil is observed (more obvious in Figure 50). We believe it is located at the interface of two transport mechanisms, ambi-polar diffusion (triple-species system) and ambi-polar self-coagulation. The ambi-polar potential of triple-species system at high electronegativity is feeble and its influence on the self-coagulation is weak. For finishing the ambi-polar self-coagulation alone, the negative sheaths are needed. This is logic, since the anions are drifted before the self-coagulation, so their velocity can exceed over the Bohm threshold. This satisfies the sheath forming criterion. This type of ambi-polar self-coagulation is therefore defined as advective type. As shown in Figure 51, the forming mechanism of delta anion in the inductive Ar/O2 plasma belongs to the advective ambi-polar self-coagulation, as it holds the blue negative sheaths. Nevertheless, the 10mTorr Ar/SF6 discharge is not, because their anions are not drifted, but are spontaneously self-coagulated at flat potential.


C. Pressure Effect at High Electronegativity
(a) Evolution of ions density profile beside for the self-coagulation
In Figures 52 and 53, the summed cations density profile in the core experiences the parabola, ellipse and flat-top, besides for the self-coagulation. These three analytic profiles are given by Lichtenberg et al at the condition that the positive chemical source is always larger than negative source; hence their works failed at predicting the self-coagulation behavior.

(b) Ellipse and flat-top theories
The parabola theory has been illustrated in Section III.2(A). Herein, the ellipse and flat-top theories are described. First, the ellipse theory inequality of Lichtenberg et al is given in Figure 54, at the condition of substantial recombination loss and the approximation that electron density variation is negligible. Then, the ellipse theory of them is displayed in Figure 55, where the analytic solution is given as a standard elliptic integral. The transition from ellipse to flat-top model (defined by the Lichtenberg et al) is occurred when further increasing the electronegativity until the electron density variation cannot be neglected anymore. There is no analytic solution for flat-top model due to the interfere of electron density quantity. So, it is hard to understand the essence of flat-top discharge model. We rebuilt the flat-top model based on the fluid model simulation details in Figure 56, which is easy to understand for readers. Its essence is that the recombination loss counteracts the generation rate in the inner bulk, and at infinitesimal positive source, the originally parabola profile part is flattened. At the bulk border, the electronegativity and anion density swiftly decrease, and the normal positive source and parabola is rebuilt.
The combination of two parts of profile comprises the flat-top model. It is noted that the ambi-polar diffusion coefficient of two-species system is used in the flat-top model. In Figure 57, the ellipse theory inequality analysis shows that the ambi-polar diffusion of two-species (represented by the exponential factor) dominates over the triple-species system (determined by the square root factor) when the anions drift fast inward because of the recombination loss flux defined by Lichtenberg et al (represented by the fact that anion Boltzmann relation is broken at recombination), opposite to the outward direction of cation. The mutual movement of anion with the combination of electron and cation destroys the triple-species ambi-polar diffusion, and two-species transport dominates. This produces predominant potential variation and accordingly the electron density begins to vary at the Boltzmann relation. In Figure 58, the net sources of cations of Ar/SF6 inductive plasma at 10mTorr and 90mTorr given by fluid simulations are shown. As seen, at 90mTorr where flat-top model prevails, its positive source is indeed almost counteracted by recombination loss. While at 10mTorr where the parabola profile is given, the positive source of cation (ionizations) is less influenced by the recombination, which validates the assumption in the parabola theory of Figure 15 in Sec. III.2(A) that recombination loss can be neglected. The flat-top model of high pressure and high electronegativity also interprets the disappearance of stratification. It is difficult for the ambi-polar potential to push anion at a flat density profile plotted at rather high density, from the point of steady state.




(c) Electron density profile at anion (heart) and its own (peripherical) self-coagulations
The electron density profile evolution of Ar/SF6 inductive plasma with pressure is shown in Figure 59. The density profile at 90mTorr is determined by both the heart anion self-coagulation and its own peripherical self-coagulation (shown in Section III.2(B).c). In Figure 60, the electron density contours of pure argon plasma at two different electron transport coefficients are plotted. As increasing the pressure, at small transport coefficient, the argon plasma density is coagulated, but this coagulation is quite different with the case of Ar/SF6 plasma. At large transport coefficient of electron, the argon plasma profile is almost kept, rather smooth without coagulation. In Figure 61, the pressure dependences of electron density profile in Ar/SF6 plasma at these two electron transport coefficient values are given. It is discovered that at large coefficient, the electron density profile still self-coagulates, but at a relatively low speed, which reveals the role of above two self-coagulation mechanisms on the electron density profile. In Figure 62, the net sources of anions and electron at different pressures are plotted, which exhibits the locations of anions and electron self-coagulations, respectively.






Conclusion
The discharge structure and transport process of Ar/SF6 inductive plasma is interpreted in this work under a parametric study of pressure. The presentation of Ar/O2 plasma previously published mainly writes the self-coagulation theory that is directly used to interpret the various coagulation behaviors of this Ar/SF6 plasma. The stratification behavior, parabolic, elliptic and flat-topped features, double layer nature and self-coagulation property are exhibited. The highlighted is the limited dipole moment model (representing the double layer) that imports discontinuity into continuative profile and the discovery that electrons do not satisfy the Boltzmann balance at self-coagulation. Self-coagulation is novel transport phenomena. It constricts plasma by chemistry, not physics, foreseeing new means of generating high- temperature and density source (potential plasma application). It interprets the experimental observation of ions’ density peak that is connected to flat-top profile. At the high pressures, the self-coagulation causes the mass point behavior in the collective plasma. For satisfying the neutrality, the ambi-polar self-coagulation concept is proposed and verified by the negative sheaths simulated. Besides, the re-self-coagulation dynamics of minor cation and its astronomic significance are discussed. The laboratory and natural plasmas are hence correlated.
The combination of self-consistent simulation and analytic theory is a good method in the studies of complex physics and chemical process, like the Ar/SF6 inductively coupled plasma. On one hand, the simulation is difficult to understand since it is multi-physics-field tightly coupled and the behind mechanism is hard to refine, but exhibiting dynamic detail inside. On the other hand, the analytic solution cannot consider all aspects, but giving clear physics. It is the significance of methodology revealed from this electronegative plasma study.
Acknowledgement
This work is financially supported by the foundation of DUT19LK59.
Conflict of interest
The authors have no conflicts to disclose.
Data Availability Statement
The data that support the findings of this study are available within the article and its supplementary materials.
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