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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Numerical Simulation of Surface Waves Arising from Underwater Landslide Movement</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Yury Zakharov</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Anton Zimin</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Kemerovo State University</institution>
          ,
          <addr-line>Krasnaya Street, 6, 650043 Kemerovo</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2016</year>
      </pub-date>
      <fpage>535</fpage>
      <lpage>546</lpage>
      <abstract>
        <p>The main aim of this paper is to construct a model of simultaneous movement of the landslide, internal currents and surface waves that can come ashore. The idea of a multicomponent fluid movement is used in this paper. We consider soil, liquid and gas as components of nonhomogeneous fluid. Movement of such fluid is described by the NavierStokes equations with variable density and viscosity and the convectiondifusion equations. Special ratios are used to calculate the density and the viscosity of the medium. The results of test calculations for twodimensional problems of the wave generation are presented.</p>
      </abstract>
      <kwd-group>
        <kwd>Navier-Stokes equations</kwd>
        <kwd>surface wave propagation</kwd>
        <kwd>landslide movement</kwd>
        <kwd>inhomogeneous fluid</kwd>
        <kwd>multicomponent fluid</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1 Introduction</title>
      <sec id="sec-1-1">
        <title>Tsunami waves generated by underwater and above-water landslides can be dan</title>
        <p>gerous for buildings located on the shore and settled lands. Under natural
conditions the underwater landslide is a movement of some soil mass along the slope
of the bottom. Large volumes of moving mass generate surface waves that are
close in their characteristics to the waves generated by tsunamigenic earthquake.</p>
      </sec>
      <sec id="sec-1-2">
        <title>The overview of historical landslides and tsunamis that they generated can be found in [1,2].</title>
      </sec>
      <sec id="sec-1-3">
        <title>Construction of tsunami wave model generated by landslide movement can</title>
        <p>be divided into two tasks: construction of a model of wave propagation on a free
surface and a model of landslide movement on the bottom of water basin.</p>
      </sec>
      <sec id="sec-1-4">
        <title>Free surface of fluid means the border between fluid and gas that is above</title>
        <p>it. Due to the fact that fluid density is several times greater than gas density,
influence of gas on the movement of fluid is often neglected, and it is considered
that fluid moves independently of gas movement or, in other words, “freely”.</p>
      </sec>
      <sec id="sec-1-5">
        <title>Models of wave fluid dynamics are the examples of such approach. They</title>
        <p>
          include shallow water theory equations, ideal fluid movement equations, etc [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ].
        </p>
      </sec>
      <sec id="sec-1-6">
        <title>In case of complex wave movements, big splashes and active interaction of two phases, multicomponent non-homogeneous medium is considered, where fluid and gas are separate components with their own values of density and viscosity [4].</title>
        <p>
          According to the manner of discretization, mathematical models of
multicomponent fluid movement can be divided into Lagrangian and Eulerian. Lagrangian
methods are based on recording the equations of the medium movements in
Lagrangian coordinates connected with particles of the moving medium. A set of
nodal points moving together with the medium can be used in order to get
the discrete analogues of such equations. It can be grid points (grid Lagrangian
methods [
          <xref ref-type="bibr" rid="ref5 ref6">5,6</xref>
          ]) or point particles that are not connected with each other by grid
lines (meshless Lagrangian methods [
          <xref ref-type="bibr" rid="ref7 ref8 ref9">7-9</xref>
          ]). In this approach the position of the
interphase boundary is tracked automatically.
        </p>
      </sec>
      <sec id="sec-1-7">
        <title>For discretization of medium movement equations in Euler approaches a fixed</title>
        <p>
          computational grid is usually used. At this, the interphase boundary moves on
the grid, and special methods are applied in order to determine its position.
These methods include MAC [
          <xref ref-type="bibr" rid="ref10 ref11">10,11</xref>
          ], VOF [
          <xref ref-type="bibr" rid="ref12 ref13">12,13</xref>
          ], Level Set [
          <xref ref-type="bibr" rid="ref14 ref15">14,15</xref>
          ].
        </p>
      </sec>
      <sec id="sec-1-8">
        <title>In laboratory studies the underwater landslide can be imitated either by movement along the slope of a fully submerged solid body [16], or by some granulated soil slipping down the basin [17].</title>
      </sec>
      <sec id="sec-1-9">
        <title>Several approaches are identified for computational modelling of landslide movement. It can be a model of movement of an absolutely solid body [18] or an ensemble of such bodies [19]; or a model of fluid flow that has diferent density, viscosity etc. [20].</title>
      </sec>
      <sec id="sec-1-10">
        <title>Until recently, the majority of models applied for modelling of the tsunami</title>
        <p>
          of landslide type, relied on nonlinear shallow water wave theory [
          <xref ref-type="bibr" rid="ref21 ref22">21,22</xref>
          ]. In many
cases the Boussinesq equations are applied [
          <xref ref-type="bibr" rid="ref23">23</xref>
          ]. And also the attempts are made
to apply three-dimensional non-homogeneous models based on Navier-Stokes
equations and the concentration transfer equations [
          <xref ref-type="bibr" rid="ref24">24</xref>
          ].
        </p>
        <p>
          The aim of this paper is to apply the model of three-component viscous
incompressible fluid with variable viscosity and density and with the presence of
mass difusion between the components for the problems of occurrence of
surface waves generated by landslide movement. Previously two-component model
has been used in problems of substance difusion in the branched channel [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ],
cohesive soil erosion [
          <xref ref-type="bibr" rid="ref26">26</xref>
          ] and surface wave propagation [
          <xref ref-type="bibr" rid="ref27">27</xref>
          ].
2
        </p>
      </sec>
    </sec>
    <sec id="sec-2">
      <title>Mathematical model</title>
      <p>The movement of the medium consisting of three incompressible interfusing fluids
with constant density ρ1, ρ2, ρ3 and viscosities μ1, μ2, μ3 is considered. Let the
dx
particle of mixture be the solution x = x(t) of the Cauchy problem = V (x, t),
dt
x(0) = x0, where V (x, t) = (v1, v2, v3) is a velocity vector of the mixture in point
x = (x1, x2, x3) and t is a time point. Let C1(x, t), C2(x, t), C3(x, t), μ and ρ
be volume concentrations of the components, dynamic viscosity and mixture
density correspondingly. Components concentrations are interconnected in the
following way:</p>
      <p>C1 + C2 + C3 = 1, 0 ≤ Ci ≤ 1.
(1)</p>
      <sec id="sec-2-1">
        <title>In order to find out the values of viscosity and density of the mixture we have the following dependence on the concentrations of the components:</title>
        <p>
 μ =
,</p>
      </sec>
      <sec id="sec-2-2">
        <title>Mass difusion occurs between the particles of the mixture according to the law:</title>
        <p>where D is the difusion coeficient.</p>
        <p>We consider the mixture components to possess the incompressibility
property and its interfusion to form an incompressible medium, which density
depends only on the concentrations. Let ωt be a control moving volume of such
medium. Value of ωt remains constant due to the incompressibility:
∂ρ
qn = −D ∂n</p>
        <p>,
∫</p>
        <p>divV = 0,
where ddt is total time derivative.</p>
        <p>The equations of mass balance for fluid volume ωt considering the presence
of mass difusion, take the following form:
(2)
(3)
(4)
(5)
(6)
(7)</p>
        <p>
          From known formula for the time diferentiation of the integral taken over
the moving volume [
          <xref ref-type="bibr" rid="ref28">28</xref>
          ]
we obtain the condition of incompressibility:
where qn is defined in (3).
        </p>
      </sec>
      <sec id="sec-2-3">
        <title>From (6) taking into account (3) and (5) we get convection- difusion equation for density:</title>
        <p>where ∆ is Laplace operator.</p>
        <p>(5) and (7) together provide the condition of mass balance conservation in
the medium for three-component incompressible fluid.</p>
      </sec>
      <sec id="sec-2-4">
        <title>Or considering (1)</title>
      </sec>
      <sec id="sec-2-5">
        <title>The difusion coeficient</title>
      </sec>
      <sec id="sec-2-6">
        <title>D can be also expressed as:</title>
        <p>ρ =
{ C1ρ1 + C2ρ2, C3 = 0,</p>
        <p>C2ρ2 + C3ρ3, C1 = 0.
ρ =</p>
      </sec>
      <sec id="sec-2-7">
        <title>For our objectives we consider three-layered fluid, i.e. we suppose that the ifrst and the third component do not directly interact in the solution:</title>
        <p>{ C3 = 0, C1 ̸= 0,
C1 = 0, C3 ̸= 0.</p>
      </sec>
      <sec id="sec-2-8">
        <title>Then the density equation (2) will be the following:</title>
      </sec>
      <sec id="sec-2-9">
        <title>Then (7) can be transformed into the following equations for the component concentrations:</title>
        <p>where P is the stress tensor in the mixture, F = (f1, f2, f3) is the vector of mass
forces.</p>
        <p>Then, considering variable viscosity, we obtain a system of equations for the
motion of the mixture of three viscous incompressible interfusing fluids:
(8)
(9)
(10)
(11)
(12)</p>
      </sec>
      <sec id="sec-2-10">
        <title>From the integral momentum equation considering (4) and (5) we get:</title>
        <p>= −∇p + divI + ρF ,
 d ( ρV )

 dt

 divV = 0,


 dC1 = D1∆C 1,
 dt
</p>
        <p>dC3 = D3∆C 3,
 dt


 C2 = 1 − C1 − C3,
 μ = μ1μ2μ3
 C1μ2μ3 + C2μ1μ3 + C3μ1μ2
 ρ = ρ1C1 + ρ2C2 + ρ3C3.</p>
        <p>,
(13)
where p is pressure in the mixture, I = μ∆ V + (∇μ · ∇ ) V + (∇μ · JV ) is viscous
part of stress tensor, JV is Jacobian matrix, arranged as follows:
 ∂v1 ∂v1 ∂v1 </p>
        <p>∂x1 ∂x2 ∂x3
JV =  ∂∂xv21 ∂∂xv22 ∂∂xv23  .</p>
        <p> ∂v3 ∂v3 ∂v3</p>
        <p>∂x1 ∂x2 ∂x3</p>
      </sec>
      <sec id="sec-2-11">
        <title>Thus, the given model consists of the convection-difusion equations for concentration of the components, correlations for the determination of density and viscosity, and also hydrodynamic Navier-Stokes equations for incompressible viscous fluid.</title>
      </sec>
      <sec id="sec-2-12">
        <title>We use a no-slip condition on the solid wall and boundary conditions of the second kind for concentration equations. Some initial distribution for concentrations is also given.</title>
        <p>3</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Solution scheme</title>
      <sec id="sec-3-1">
        <title>For discretization of the system (13) in the spacial variables is used a finite</title>
        <p>
          diference method on a rectangular uniform grid with staggered arrangement
of nodes [
          <xref ref-type="bibr" rid="ref29">29</xref>
          ]: pressure, velocity divergence and component concentration are
determined in the centers of cells; velocity vector components are determined on
the borders of cells.
        </p>
      </sec>
      <sec id="sec-3-2">
        <title>Application of the staggered grid allows to link speed and pressure values in</title>
        <p>the adjacent nodes and avoid the appearance of oscillations in solution, which
arise when using central diferences on a combined grid. Also, a staggered
arrangement of the nodes automatically allows to satisfy the discrete
representation of the continuity equation.</p>
      </sec>
      <sec id="sec-3-3">
        <title>Time motion algorithm consists of the following stages:</title>
      </sec>
      <sec id="sec-3-4">
        <title>1. By taking into account the known velocity vectors and concentration distri</title>
        <p>bution (and thus density and viscosity values), a time step for the
Navier</p>
      </sec>
      <sec id="sec-3-5">
        <title>Stokes equations system is made.</title>
        <p>2. Using the received values of velocity component, a time step for the “soil”
convection-difusion equation is made.
3. Using the received values of velocity component, a time step for the “air”
convection-difusion equation is made</p>
      </sec>
      <sec id="sec-3-6">
        <title>4. Knowing the distribution for “air” and “soil” concentrations, a value of “wa</title>
        <p>ter” concentration is calculated according to the formula (1).</p>
      </sec>
      <sec id="sec-3-7">
        <title>5. Recalculation of density and viscosity values in the medium is carried out according to the formulae (2). After that follows a transition to the first step of the next time iteration.</title>
      </sec>
      <sec id="sec-3-8">
        <title>To solve the Navier-Stokes equations system there is used a splitting scheme</title>
        <p>
          on physical factors [
          <xref ref-type="bibr" rid="ref30">30</xref>
          ] with regard to variable density. It consists of three steps.
        </p>
      </sec>
      <sec id="sec-3-9">
        <title>At the first step a momentum transfer is carried out due to convection and diffusion; intermediate velocity field is calculated according to an implicit scheme:</title>
        <p>V˜ − V n
∆t
= − (V n · ∇ ) V˜ +</p>
        <p>1 (
+
ρ
−V nD∆ρ
+ μ∆ V˜ + (∇μ · ∇ ) V˜ + (∇μ · J V˜ )) + F ,</p>
      </sec>
      <sec id="sec-3-10">
        <title>In order to solve the system (14) a prediction-correction method is used [31].</title>
      </sec>
      <sec id="sec-3-11">
        <title>The obtained system of algebraic equations is solved by sweep method.</title>
        <p>At this, despite the fact that the obtained intermediate velocity field V˜ does
not satisfy continuity equation, it has a physical meaning because it preserves
vortex characteristics in internal points.</p>
        <p>At the second step, with regard to (5) and variable density, the pressure field
is calculated according to the obtained intermediate velocity field V˜ :
∑
i
∂ ( 1 ∂pn+1 )
∂xi
ρ ∂xi
= ∇ V˜ .</p>
        <p>∆t</p>
      </sec>
      <sec id="sec-3-12">
        <title>Solution of the system of equations obtained as a result of discretization</title>
        <p>
          of the equation in order to find pressure in (15) is one of the most important
and dominant aspects of computational procedure from the viewpoint of machine
resources expenses. Operator of this system can have a complex structure, which
complicates the task significantly. To solve this stage of computational process
a gradient iterative method BiCGStab [
          <xref ref-type="bibr" rid="ref32">32</xref>
          ] is used.
        </p>
      </sec>
      <sec id="sec-3-13">
        <title>At the third step the transfer of momentum is carried out only due to pressure gradient:</title>
        <p>V n+1 − V˜
∆t
1
= − ρ ∇pn+1</p>
      </sec>
      <sec id="sec-3-14">
        <title>The equation (15) obtained by taking the divergence of both sides of equation</title>
        <p>(16) with regard to ∇V n+1 = 0.
(14)
(15)
(16)</p>
      </sec>
      <sec id="sec-3-15">
        <title>To solve the convection-difusion equations (10) a prediction-correction scheme</title>
        <p>
          with approximation of convective components against the stream is used [
          <xref ref-type="bibr" rid="ref31">31</xref>
          ].
        </p>
      </sec>
      <sec id="sec-3-16">
        <title>The obtained system of algebraic equations is solved by sweep method.</title>
      </sec>
      <sec id="sec-3-17">
        <title>The numerical scheme has first-order temporal and spatial approximations.</title>
        <p>4</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>Results</title>
      <sec id="sec-4-1">
        <title>There was considered a problem of collapse of viscous and stif soil on the bot</title>
        <p>tom of reservoir that generates waves on the surface of fluid. Here one of the
components (more stif and viscous) models the behavior of bottom soil, another
one – liquid, and the third one – aerial environment. Fig. 1 shows the geometry
of area and the scheme of component arrangement.</p>
      </sec>
      <sec id="sec-4-2">
        <title>At the initial time the half circle of the wet soil is located at the center of</title>
        <p>the area. As time passes, it caves under the influence of gravity F = (0, −9.8) sm2
and causes the movement of the entire medium. Fig. 2 shows the results of
the calculation for various time points. Parts of the bottom soil spread in the
opposite directions, then reflected from the side walls and connected again in the
center of the area. The liquid phase surface followed the bottom soil movements.
The following hydrodynamic parameters were chosen: μ1 = 10 P a · s, μ2 =
10−3 P a · s, μ3 = 10−5 P a · s and ρ1 = 3000 mkg3 , ρ2 = 1000 mkg3 , ρ3 = 1 kg
m3
for the soil, liquid and gas phases. The following grid parameters and time step
were used: hx = 5 · 10−2 m, hy = 5 · 10−2 m, τ = 10−2 s. All the area walls
are solid except the upper one. The atmosphere pressure Patm = 101325 P a is
indicated at the top. We consider the boundary between components to take
place at C = 0.4.</p>
      </sec>
      <sec id="sec-4-3">
        <title>The calculation demonstrates possibility of the model to simulate direct interaction between the bottom soil and the surface waves without distinguishing characteristics at the phases boundaries.</title>
        <p>4.2</p>
        <p>Soil movement on the inclined bottom</p>
      </sec>
      <sec id="sec-4-4">
        <title>A problem of the soil slip movement on the inclined bottom that generates waves on the surface of fluid was considered. The scheme of area was taken from [33] (see Fig. 3). The result of calculation was compared with one of the numerical model presented in [33] and with laboratory experiment carried out in [34].</title>
        <p>
          At the initial time the wet soil is located on the left side of the inclined
bottom. As time passes, it rolls down by gravity F = (0, −9.8) sm2 and causes
the movement of the entire structure, simulating the soil slip movement. The
hydrodynamic parameters were used the same as in [
          <xref ref-type="bibr" rid="ref33">33</xref>
          ]: μ1 = 10 mkg3 , μ2 =
10−3 mkg3 , μ3 = 10−5 mkg3 and ρ1 = 1950 mkg3 , ρ2 = 1000 mkg3 , ρ3 = 1 mkg3 for the
soil, liquid and gas phases. The following grid parameters and time step were
used: hx = 5 · 10−2 m, hy = 5 · 10−2 m, τ = 10−2 s. All the area walls are solid
except the upper one. The atmosphere pressure Patm = 101325 P a is indicated
at the top. We consider the boundary between components to take place at
C = 0.4. Fig. 4 shows the results of the calculation for various time points.
        </p>
        <p>
          Fig. 5 shows the comparison of water surface elevations with results obtained
in [
          <xref ref-type="bibr" rid="ref33">33</xref>
          ] and [
          <xref ref-type="bibr" rid="ref34">34</xref>
          ].
        </p>
      </sec>
      <sec id="sec-4-5">
        <title>Calculation demonstrates good agreement with MM3 [33]. This approach produces similar waveforms and slide deformation geometries. However, there</title>
        <p>is a discrepancy in the fields of high gradients, what can be explained by the
form of equation (2) for μ. Diferences do not exceed 12% on the whole surface
for t = 0.4 s; 20% for t = 0.8 s. The surface shape in numerical simulation is
qualitatively similar to that observed in the laboratory experiment. Also it has
a slightly better agreement with experiment surface then MM3.
5</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>Conclusion</title>
      <sec id="sec-5-1">
        <title>Presented model of three-component viscous incompressible fluid was used for</title>
        <p>modeling simultaneous movement of the landslide, internal currents and surface
waves. The advantage of this approach is that it allows one to simulate the
complex phenomenon of the interaction of waves and bottom soil using a uniform
numerical algorithm for a number of diferent problems without distinguishing
characteristics at the phases boundaries.</p>
      </sec>
      <sec id="sec-5-2">
        <title>Test calculations for two-dimensional problems of the wave emergence and propagation on the free surface were carried out. The results obtained show the possibility of modeling such a phenomenon. Agreement with other model and experiment was demonstrated.</title>
      </sec>
      <sec id="sec-5-3">
        <title>Acknowledgments. The work was carried out with support of state task of</title>
      </sec>
      <sec id="sec-5-4">
        <title>Ministry of Science and Education, project number 1.630.2014/K.</title>
      </sec>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <surname>Langford</surname>
            ,
            <given-names>P.S.</given-names>
          </string-name>
          :
          <article-title>Modeling of tsunami generated by submarine landslides</article-title>
          .
          <source>PhD Thesis</source>
          , University of Canterbury, New Zealand (
          <year>2007</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2.
          <string-name>
            <surname>Papadopoulos</surname>
            ,
            <given-names>G. A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kortekaas</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          :
          <article-title>Characteristics of Landslide Generated Tsunamis From Observational Data</article-title>
          .
          <source>Submarine Mass Movements and Their Consequences Advances in Natural and Technological Hazards Research</source>
          ,
          <fpage>367</fpage>
          -
          <lpage>374</lpage>
          (
          <year>2003</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Gusev</surname>
            ,
            <given-names>O. I.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Shokina</surname>
            ,
            <given-names>N. Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kutergin</surname>
            ,
            <given-names>V. A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Khakimzyanov</surname>
            ,
            <given-names>G. S.:</given-names>
          </string-name>
          <article-title>Modelirovanie poverkhnostnykh voln generiruemykh podvodnym opolznem v vodokhranilishche [Numerical modelling of surface waves generated by underwater landslide in a reservoir]</article-title>
          .
          <source>Vychislitelnyye</source>
          tekhnologii Vol.
          <volume>18</volume>
          , No.
          <volume>5</volume>
          ,
          <fpage>74</fpage>
          -
          <lpage>90</lpage>
          (
          <year>2013</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <string-name>
            <surname>Khrabry</surname>
            ,
            <given-names>A. I.</given-names>
          </string-name>
          :
          <article-title>Chislennoe modelirovanie nestatsionarnykh turbulentnykh techeniy zhidkosti so svobodnoy poverkhnost'yu [Numerical simulation of unsteady turbulent lfow of liquid with a free surface]</article-title>
          .
          <source>PhD Thesis</source>
          , Sankt-Peterburg,
          <volume>154</volume>
          (
          <year>2014</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <surname>Butler</surname>
          </string-name>
          , T.D.:
          <article-title>LINC method extensions</article-title>
          .
          <source>Proceedings of the Second International Conference on Numerical Methods in Fluid Dynamics Lecture Notes in Physics Vol</source>
          .
          <volume>8</volume>
          ,
          <fpage>435</fpage>
          -
          <lpage>440</lpage>
          (
          <year>1971</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Hirt</surname>
            ,
            <given-names>C.W.:</given-names>
          </string-name>
          <article-title>An arbitrary lagrangian-eulerian computing method for all speeds</article-title>
          .
          <source>Journal of Computational Physics</source>
          Vol.
          <volume>14</volume>
          ,
          <fpage>227</fpage>
          -
          <lpage>253</lpage>
          (
          <year>1974</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <surname>Gingold</surname>
            ,
            <given-names>R.A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Monaghan</surname>
            ,
            <given-names>J.J.</given-names>
          </string-name>
          :
          <article-title>Smoothed Particle Hydrodynamics: Theory and Application to Non-Spherical Stars</article-title>
          .
          <source>Monthly Notices of the Royal Astronomical Society</source>
          Vol.
          <volume>181</volume>
          ,
          <fpage>375</fpage>
          -
          <lpage>389</lpage>
          (
          <year>1977</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <string-name>
            <surname>Lucy</surname>
          </string-name>
          , L.B.:
          <article-title>A Numerical Approach to the Testing of Fusion Process</article-title>
          .
          <source>The Astronomical Journal</source>
          Vol.
          <volume>82</volume>
          , No.
          <volume>12</volume>
          ,
          <fpage>1013</fpage>
          -
          <lpage>1024</lpage>
          (
          <year>1977</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <surname>Afanas</surname>
          </string-name>
          <article-title>'ev, K</article-title>
          .E.,
          <string-name>
            <surname>Makarchuk</surname>
            ,
            <given-names>R.S.:</given-names>
          </string-name>
          <article-title>Calculation of hydrodynamic loads at solid boundaries of the computation domain by the ISPH method in problems with free boundaries</article-title>
          .
          <source>Russian Journal of Numerical Analysis and Mathematical Modelling</source>
          Vol.
          <volume>26</volume>
          , No.
          <volume>5</volume>
          ,
          <fpage>447</fpage>
          -
          <lpage>464</lpage>
          (
          <year>2011</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10.
          <string-name>
            <surname>Harlow</surname>
            ,
            <given-names>F.H.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Welch</surname>
            ,
            <given-names>J.E.</given-names>
          </string-name>
          :
          <article-title>Numerical Calculation of Time-dependent Viscous Incompressible Flow of Fluid with Free Surface</article-title>
          .
          <source>Phys. Fluids (American Institute of Physics)</source>
          Vol.
          <volume>8</volume>
          , No.
          <volume>12</volume>
          ,
          <fpage>2182</fpage>
          -
          <lpage>2189</lpage>
          (
          <year>1965</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>McKee</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          , Tome,
          <string-name>
            <given-names>M.F.</given-names>
            ,
            <surname>Ferreira</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.G.</given-names>
            ,
            <surname>Cuminato</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.A.</given-names>
            ,
            <surname>Castelo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            ,
            <surname>Sousa</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.S.</given-names>
            ,
            <surname>Mangiavacchi</surname>
          </string-name>
          ,
          <string-name>
            <surname>N.</surname>
          </string-name>
          :
          <article-title>The MAC method</article-title>
          .
          <source>Computers Fluids</source>
          Vol.
          <volume>37</volume>
          ,
          <fpage>907</fpage>
          -
          <lpage>930</lpage>
          (
          <year>2008</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          12.
          <string-name>
            <surname>Hirt</surname>
            ,
            <given-names>C.W.</given-names>
          </string-name>
          :
          <article-title>Volume of fluid (VOF) method for the dynamics of free boundaries</article-title>
          .
          <source>Journal of Computational Physics</source>
          Vol.
          <volume>39</volume>
          ,
          <fpage>201</fpage>
          -
          <lpage>226</lpage>
          (
          <year>1981</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          13.
          <string-name>
            <surname>Yakovenko</surname>
            ,
            <given-names>S.N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Chan</surname>
            ,
            <given-names>K.S.:</given-names>
          </string-name>
          <article-title>Approksimatsiya potoka ob”emnoi fraktsii v techenii dvukh zhidkostei [Approximation of volume fraction stream in flow of two liquids]</article-title>
          .
          <source>Teplofizika i aeromekhanika</source>
          Vol.
          <volume>15</volume>
          , No.
          <volume>2</volume>
          ,
          <fpage>181</fpage>
          -
          <lpage>199</lpage>
          (
          <year>2008</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          14.
          <string-name>
            <surname>Tonkov</surname>
            ,
            <given-names>L.E.</given-names>
          </string-name>
          :
          <article-title>Chislennoe modelirovanie dinamiki kapli vyazkoi zhidkosti metodom funktsii urovnya [Numerical simulation of the dynamics of viscous liqued drop by level set method]</article-title>
          .
          <source>Vestnik Udmurtskogo universiteta No. 3</source>
          ,
          <fpage>134</fpage>
          -
          <lpage>140</lpage>
          (
          <year>2010</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          15.
          <string-name>
            <surname>Nikitin</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          :
          <article-title>Realistichnoe modelirovanie svobodnoi vodnoi poverkhnosti na adaptivnykh setkakh tipa vos'merichnoe derevo [Realistic simulation of the water surface on adaptive grids of octal tree type]</article-title>
          .
          <source>Nauchno-tekhnicheskii vestnik SPbGU ITMO</source>
          Vol.
          <volume>70</volume>
          , No.
          <volume>6</volume>
          ,
          <fpage>60</fpage>
          -
          <lpage>64</lpage>
          (
          <year>2010</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          16.
          <string-name>
            <surname>Enet</surname>
            ,
            <given-names>F.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Grilli</surname>
          </string-name>
          , S. T.:
          <article-title>Experimental study of tsunami generation by threedimensional rigid underwater landslides</article-title>
          . Waterway, Port, Coastal and Ocean Engineering Vol.
          <volume>133</volume>
          ,
          <fpage>442</fpage>
          -
          <lpage>454</lpage>
          (
          <year>2007</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          17.
          <string-name>
            <surname>Mohammed</surname>
            ,
            <given-names>F.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Frits</surname>
            ,
            <given-names>H. M.:</given-names>
          </string-name>
          <article-title>Experiments on tsunamis generated by 3D Granular Landslides</article-title>
          .
          <source>Submarine Mass Movements and Their Consequences</source>
          ,
          <source>Advances in Natural and Technological Hazards Research</source>
          Vol.
          <volume>28</volume>
          ,
          <fpage>705</fpage>
          -
          <lpage>718</lpage>
          (
          <year>2010</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          18.
          <string-name>
            <surname>Watts</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Imamura</surname>
            ,
            <given-names>F.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Grilli</surname>
          </string-name>
          , S. T.:
          <article-title>Comparing model simulations of three benchmark tsunami generation cases</article-title>
          .
          <source>Science of Tsunami Hazards</source>
          Vol.
          <volume>18</volume>
          , No.
          <volume>2</volume>
          ,
          <fpage>107</fpage>
          -
          <lpage>123</lpage>
          (
          <year>2000</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          19.
          <string-name>
            <surname>Tinti</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Bortolucci</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Vannini</surname>
            ,
            <given-names>C. A.</given-names>
          </string-name>
          :
          <article-title>Block-based theoretical model suited to gravitational sliding</article-title>
          .
          <source>Natural Hazards</source>
          Vol.
          <volume>16</volume>
          ,
          <fpage>1</fpage>
          -
          <lpage>28</lpage>
          (
          <year>1997</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref20">
        <mixed-citation>
          20.
          <string-name>
            <surname>Smith</surname>
            ,
            <given-names>R. C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Hilla</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Collinsa</surname>
            ,
            <given-names>G. S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Piggotta</surname>
            ,
            <given-names>M. D.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kramera</surname>
            ,
            <given-names>S. C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Parkinsona</surname>
            ,
            <given-names>S. D.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Wilsond</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          :
          <article-title>Comparing approaches for numerical modelling of tsunami generation by deformable submarine slides</article-title>
          .
          <source>Ocean Modelling</source>
          Vol.
          <volume>100</volume>
          ,
          <fpage>125</fpage>
          -
          <lpage>140</lpage>
          (
          <year>2016</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref21">
        <mixed-citation>
          21. Beyzel',
          <string-name>
            <given-names>S. A.</given-names>
            ,
            <surname>Khakimzyanov</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G. S.</given-names>
            ,
            <surname>Chubarov</surname>
          </string-name>
          ,
          <string-name>
            <surname>L. B.</surname>
          </string-name>
          :
          <article-title>Modelirovanie poverkhnostnykh voln, porozhdaemykh podvodnym opolznem, dvizhushchimsya po prostranstvenno neodnorodnomu sklonu [Simulation of surface waves generated by an underwater landslide moving along a spatially irregular slope]</article-title>
          .
          <source>Vychislitelnyye</source>
          tekhnologii Vol.
          <volume>15</volume>
          , No.
          <volume>3</volume>
          ,
          <fpage>39</fpage>
          -
          <lpage>51</lpage>
          (
          <year>2010</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref22">
        <mixed-citation>
          22.
          <string-name>
            <surname>Petrukhin</surname>
            ,
            <given-names>N. S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Pelinovsky</surname>
            ,
            <given-names>E. N.</given-names>
          </string-name>
          :
          <article-title>Riemann waves in the dynamics of the landslides above plane slope</article-title>
          .
          <source>Sovremennye problemy nauki i obrazovaniya</source>
          ,
          <source>No. 6</source>
          (
          <year>2011</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref23">
        <mixed-citation>
          23.
          <string-name>
            <surname>Watts</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Grilli</surname>
            ,
            <given-names>S. T.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kirby</surname>
            ,
            <given-names>J. T.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Fryer</surname>
            ,
            <given-names>G. J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Tappin</surname>
            ,
            <given-names>D. R.</given-names>
          </string-name>
          :
          <article-title>Landslide tsunami case studies using a Boussinesq model and a fully nonlinear tsunami generation model</article-title>
          .
          <source>Natural Hazards and Earth System Sciences Vol</source>
          .
          <volume>3</volume>
          ,
          <fpage>391</fpage>
          -
          <lpage>402</lpage>
          (
          <year>2003</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref24">
        <mixed-citation>
          24.
          <string-name>
            <surname>Kozelkov</surname>
            ,
            <given-names>A. S.:</given-names>
          </string-name>
          <article-title>Modelirovanie voln tsunami kosmogennogo i opolznevogo proiskhozhdeniya na osnove uravneniy Nav'ye-Stoksa [Modeling tsunami waves of landslide and cosmogenic origin based on the Navier-Stokes equations]</article-title>
          .
          <source>PhD Thesis</source>
          , Nizhniy Novgorod,
          <volume>401</volume>
          (
          <year>2016</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref25">
        <mixed-citation>
          25.
          <string-name>
            <surname>Gummel</surname>
            ,
            <given-names>E.E.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Milosevic</surname>
            ,
            <given-names>H.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ragulin</surname>
            ,
            <given-names>V.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Zakharov</surname>
            ,
            <given-names>Yu.N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Zimin</surname>
            ,
            <given-names>A.I.</given-names>
          </string-name>
          :
          <article-title>Motion of viscous inhomogeneous incompressible fluid of variable viscosity</article-title>
          .
          <source>Zbornik radova konferencije MIT</source>
          <year>2013</year>
          ,
          <volume>267</volume>
          -
          <fpage>274</fpage>
          (
          <year>2014</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref26">
        <mixed-citation>
          26.
          <string-name>
            <surname>Zakharov</surname>
          </string-name>
          , Yu.,
          <string-name>
            <surname>Zimin</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Nudner</surname>
            ,
            <given-names>I.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ragulin</surname>
            ,
            <given-names>V.</given-names>
          </string-name>
          :
          <article-title>Two-Component Incompressible Fluid Model for Simulating the Cohesive Soil Erosion</article-title>
          .
          <source>Applied Mechanics and Materials Vols</source>
          .
          <fpage>725</fpage>
          -
          <issue>726</issue>
          ,
          <fpage>361</fpage>
          -
          <lpage>368</lpage>
          (
          <year>2015</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref27">
        <mixed-citation>
          27.
          <string-name>
            <surname>Zakharov</surname>
            ,
            <given-names>Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Zimin</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ragulin</surname>
            ,
            <given-names>V.</given-names>
          </string-name>
          :
          <article-title>Two-Component Incompressible Fluid Model for Simulating Surface Wave Propagation</article-title>
          .
          <source>Mathematical Modeling of Technological</source>
          Processes Vol.
          <volume>549</volume>
          ,
          <fpage>201</fpage>
          -
          <lpage>210</lpage>
          (
          <year>2015</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref28">
        <mixed-citation>
          28.
          <string-name>
            <surname>Sedov</surname>
            ,
            <given-names>L. I.</given-names>
          </string-name>
          :
          <article-title>Mekhanika sploshnoj sredy [Continuum mechanics]</article-title>
          .
          <source>Nauka</source>
          , Vol.
          <volume>1</volume>
          (
          <year>1970</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref29">
        <mixed-citation>
          29.
          <string-name>
            <surname>Patankar</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          :
          <article-title>Numerical heat transfer and fluid flow</article-title>
          .
          <source>Hemisphere Publishing Corporation</source>
          (
          <year>1980</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref30">
        <mixed-citation>
          30.
          <string-name>
            <surname>Belotserkovskiy</surname>
            ,
            <given-names>O.M.:</given-names>
          </string-name>
          <article-title>Chislennoye modelirovaniye v mekhanike sploshnykh sred [Numerical modeling in continuum mechanics]</article-title>
          .
          <source>Fizmatlit</source>
          , Moscow (
          <year>1994</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref31">
        <mixed-citation>
          31.
          <string-name>
            <surname>Yanenko</surname>
            ,
            <given-names>N.N.</given-names>
          </string-name>
          :
          <article-title>Metod drobnykh shagov resheniya mnogomernykh zadach matematicheskoy fiziki [Method of fractional steps for solving multidimensional problems of mathematical physics]</article-title>
          . Nauka,
          <string-name>
            <surname>Novosibirsk</surname>
          </string-name>
          (
          <year>1967</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref32">
        <mixed-citation>
          32.
          <string-name>
            <surname>van der Vorst</surname>
          </string-name>
          , H. A.:
          <article-title>Bi-CGStab: a fast and smoothly converging variant of Bi-CG for the solution of nonsymmetric linear systems</article-title>
          .
          <source>SIAM Journal on Scientific and Statistical</source>
          Computing Vol.
          <volume>13</volume>
          ,
          <fpage>631</fpage>
          -
          <lpage>644</lpage>
          (
          <year>1992</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref33">
        <mixed-citation>
          33.
          <string-name>
            <surname>Smith</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Hill</surname>
            , J., Collins,
            <given-names>G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Piggott</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kramer</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Parkinson</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          , Wilson,
          <string-name>
            <surname>C.</surname>
          </string-name>
          :
          <article-title>Comparing approaches for numerical modelling of tsunami generation by deformable submarine slides</article-title>
          .
          <source>Ocean Modelling</source>
          Vol.
          <volume>100</volume>
          ,
          <fpage>125</fpage>
          -
          <lpage>140</lpage>
          (
          <year>2016</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref34">
        <mixed-citation>
          34.
          <string-name>
            <surname>Assier-Rzadkiewicz</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Mariotti</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Heinrich</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          :
          <article-title>Numerical simulation of submarine landslides and their hydraulic efects</article-title>
          .
          <source>J. Waterw. Port Coast. Ocean Eng</source>
          . Vol.
          <volume>123</volume>
          ,
          <fpage>149</fpage>
          -
          <lpage>157</lpage>
          (
          <year>1997</year>
          )
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>