084904-4 Lu et al. J. Chem. Phys. 123, 084904 2005r i /4r 2 N v J. J is <strong>the</strong> Jacobian from <strong>the</strong> coordinatetransformation, <strong>and</strong> here simply doubles <strong>the</strong> element area,From <strong>the</strong> coordinate transformation from r to ,, wefindx i − y i = A i ,20FIG. 2. A flat triangle in <strong>the</strong> three-dimensional space is mapped to a rightisosceles triangle on <strong>the</strong> plane. The singular point y, its surroundingcircular patch e , <strong>and</strong> <strong>the</strong>ir images in <strong>the</strong> transformed triangle are alsoshown.singular integral part, i.e., <strong>the</strong> last term on <strong>the</strong> right-h<strong>and</strong> side<strong>of</strong> Eq. 16, can be treated following a similar procedure.For our specific case, because we use a flat triangularelement <strong>and</strong> linear shape functions, <strong>the</strong> derivation <strong>of</strong> hypersingularintegral formulation can be more simple <strong>and</strong>straightforward. Here we give <strong>the</strong> detailed derivation. Let usfirst consider <strong>the</strong> case that <strong>the</strong> singular point y locates in <strong>the</strong>element, <strong>and</strong> suppose in <strong>the</strong> limiting process <strong>the</strong> patch e iscircular <strong>and</strong> <strong>of</strong> radius centered at point y see Fig. 2. Inthis case, we can <strong>the</strong>n show as following that part <strong>of</strong> <strong>the</strong>integral <strong>the</strong> circular patch-related part is solved analytically<strong>and</strong> <strong>the</strong> remainder numerically, which was also discussed byAllison. 21 In <strong>the</strong> implementation <strong>of</strong> <strong>the</strong> boundary elementintegral, <strong>the</strong> surface triangles in <strong>the</strong> physical threedimensionalspace are mapped to an isosceles triangle on <strong>the</strong> parametric plane, as shown in Fig. 2, where <strong>the</strong> integrationon each element is actually performed.The values <strong>of</strong> <strong>the</strong> coordinates, <strong>the</strong> potential, <strong>and</strong> its normalderivative at any position in <strong>the</strong> element are obtained bylinear interpolation from <strong>the</strong> corresponding values on threenodes, respectively. For example, for a point , in parametricspace, its coordinates in <strong>the</strong> original space is x=N 1 ,x 1 +N 2 ,x 2 +N 3 ,x 3 , where N i i=1,2,3 are<strong>the</strong> shape functions, <strong>and</strong> x 1 ,x 2 ,x 3 are <strong>the</strong> original coordinates<strong>of</strong> <strong>the</strong> three nodes <strong>of</strong> <strong>the</strong> element. Here, N 1 =1−−, N 2=, <strong>and</strong> N 3 =.Now, we use polar coordinate , in <strong>the</strong> parametricspace , to perform <strong>the</strong> integral. Denoting Eq. 16 as12 v ,i =−v o ,i − I + I W ,17we find that <strong>the</strong> hypersingular part I <strong>and</strong> <strong>the</strong> strong singularpart I W areI = lim→0 +s e −e V i y,xN v n Jdd + vy b iy, 18Jdd I W = lim W i y,xN v ,→0 +s e −e 19where v <strong>and</strong> v n ,=1,2,3, denote <strong>the</strong> value v <strong>and</strong> vx/nat node , respectively, <strong>and</strong> <strong>the</strong> doubly appeared superscriptsor subscripts implicitly mean a summation, i.e., N v n= N v n . Note that r/n=0 on <strong>the</strong> flat surface, <strong>the</strong> hypersingularintegr<strong>and</strong> in Eq. 18 is thus reduced ton i /4r 3 N v n J, <strong>and</strong> <strong>the</strong> strong singular integral is given bywherer = A,A i = x 2 i − x 1 i cos + x 3 i − x 1 i sin ,21223A = A i 21/2, 23i=1<strong>and</strong>N = N o + N 1 , = 1,2,3. 24Here, A, A i , N 0 , <strong>and</strong> N 1 have <strong>the</strong> same definitions as in Ref.16. N 0 is a constant that depends on <strong>the</strong> position <strong>of</strong> <strong>the</strong> singularpoint, namely, <strong>the</strong> position where we want to calculate<strong>the</strong> derivative <strong>of</strong> <strong>the</strong> potential. The contour <strong>of</strong> <strong>the</strong> neighborhoode given by <strong>the</strong> expression =r now in <strong>the</strong> parameterplane is expressed in polar coordinates by = A i .25By using <strong>the</strong> reversion <strong>of</strong> <strong>the</strong> above expression, we <strong>the</strong>nobtain <strong>the</strong> expression in <strong>of</strong> <strong>the</strong> equation in polar coordinates<strong>of</strong> <strong>the</strong> contour e <strong>the</strong> image <strong>of</strong> e , see Fig. 2 = /A i .26Now, using <strong>the</strong> above formulas expansion Eqs.20–26 <strong>and</strong> performing <strong>the</strong> hypersingular <strong>and</strong> strong singularintegrals, we obtainI = lim→0 +02 A−3Jn i N 1lnˆ −ln +lnA4− A−3 Jn i N 04 1ˆ + 1Ad + vy b iy , 27I W = lim→0 +02 A−3A i JN 1ˆ4+ A−3 A i JN 0lnˆ −ln4+lnAd .28Note that A=A+, A i =−A i +, <strong>and</strong> N 1 =−N 1 +, <strong>the</strong> integral <strong>of</strong> <strong>the</strong> terms involving ln in bothEqs. 27 <strong>and</strong> 28 is equal to zero. Because <strong>the</strong> final value Iin Eq. 27 is finite, in <strong>the</strong> limiting process, <strong>the</strong> integral result<strong>of</strong> <strong>the</strong> term involving 1/ must be canceled by <strong>the</strong> termvyb i y/. Then, <strong>the</strong> singular integrals are transformedwithout any approximation into regular integrals one dimensionin our case, <strong>the</strong>y areI =012F −1 lnˆA − F −2 ˆd,29Downloaded 02 Sep 2005 to 132.239.16.167. Redistribution subject to AIP license or copyright, see http://jcp.aip.org/jcp/copyright.jsp
084904-5 Stress <strong>tensor</strong> on a solvated molecular surface J. Chem. Phys. 123, 084904 2005I W =02F W 0 ˆ + F W −1 lnˆAd,30withF −1 = A−3 Jn i N 1, 314F −2 = A−3 Jn i N 0, 324F W 0 = A−3 A i JN 1, 334F W −1 = A−3 A i JN 0. 344The above two formulas hold for linear triangularboundary elements employed when <strong>the</strong> singular point is locatedin <strong>the</strong> element. A general form for hypersingular integralfor any kind <strong>of</strong> boundary element employed can befound in Refs. 16 <strong>and</strong> 17. If <strong>the</strong> singular point is chosen to benodal points on <strong>the</strong> bounding surface, a similar circular patchcan be selected, but subdivided into parts belonging to differentneighboring elements. Then a similar procedure presentedabove can be used, <strong>and</strong> <strong>the</strong> singular integral can beanalytically resolved. The results become 2I = mF m −1 lnˆ mA m mm 1− F m −2 1ˆ md ,mI W 2= F Wm 0 ˆ m + F Wm −1 mm 1lnˆ mA m d ,3536where <strong>the</strong> index m refers to <strong>the</strong> mth element around <strong>the</strong> collocationpoint, F m −1 , F m −2 , F Wm −1 , F Wm 0 , <strong>and</strong> A m are <strong>the</strong> similar coefficient as in Eqs. 29 <strong>and</strong> 30 but correspondto <strong>the</strong> mth element, <strong>and</strong> m 1 m 2 on <strong>the</strong> element. Itshould be noted here that, when <strong>the</strong> adjacent elements are ona plane, <strong>the</strong> sum <strong>of</strong> all <strong>the</strong> sectional angle ranges is equal to2. This was restated in <strong>the</strong> work <strong>of</strong> Huber et al. 22 However,in a real discretized surface such as <strong>the</strong> triangulated molecularsurface in our case, <strong>the</strong> adjacent elements sharing a commonnode may deviate somewhat from a plane, <strong>and</strong> thus <strong>the</strong>sum <strong>of</strong> <strong>the</strong> angles might not be 2. Never<strong>the</strong>less, in ourpresent <strong>stress</strong> calculations on <strong>the</strong> node, we suppose that <strong>the</strong>molecular surface is smoo<strong>the</strong>d enough <strong>and</strong> <strong>the</strong> adjacent elementsaround a node are nearly on a plane; Eqs. 35 <strong>and</strong>36 are still used for <strong>the</strong> boundary integral on each relatedelement. Because <strong>the</strong> integral on each element is also actuallytransformed onto an independent parametric triangle asis routinely done, <strong>the</strong> angle interval in <strong>the</strong> integral is /2 iftaking <strong>the</strong> singular node as <strong>the</strong> first node <strong>of</strong> each element in<strong>the</strong> transformation.In this work, we implement two options to select <strong>the</strong>collocation point, a singular point where <strong>the</strong> v ,i is to be calculated.One is to select <strong>the</strong> points in <strong>the</strong> element not on<strong>the</strong> edge, which isare just <strong>the</strong> Gauss quadrature points for<strong>the</strong> integration in Eqs. 29 <strong>and</strong> 30. We name this hypersingularintegral method type I, denoted as HS1. The o<strong>the</strong>roption is to put <strong>the</strong> collocation point at each corner node,<strong>and</strong> Eqs. 35 <strong>and</strong> 36 will be used, for which case <strong>the</strong> derivative<strong>of</strong> <strong>the</strong> potential at any point in <strong>the</strong> element will beobtained by interpolation. This second method is denoted asHS2.For <strong>the</strong> first case where <strong>the</strong> singular point is selected asinside <strong>the</strong> triangular element, we just show <strong>the</strong> integral on<strong>the</strong> parametric triangle where <strong>the</strong> boundary element integralis actually performed. Figure 3 shows <strong>the</strong> singular point in aparametric triangle.From <strong>the</strong> figure, <strong>the</strong> needed function ˆ can be calculated,1−a − bsin/4ˆ 1 = , − 1 − 2 ,sin/4 + ˆ 2 =ˆ 3 =acos − , − 2 3 2 − 3, 37bcos − 3/2 , 32 − 3 2 − 1 ,where 1 =arctan b/1−a, 2 =arctan1−b/a, 3=arctan a/b, <strong>and</strong> a,b are <strong>the</strong> parametric coordinates <strong>of</strong> <strong>the</strong>singular point in <strong>the</strong> parametric triangle; e.g., if <strong>the</strong> singularpoint is in <strong>the</strong> center <strong>of</strong> <strong>the</strong> triangle, <strong>the</strong>n a=1/3 <strong>and</strong> b=1/3.The values in N in Eqs. 31–34 are=1−a − b, =1N 0a, =2b, =3,<strong>and</strong>FIG. 3. A singular point in a parametric triangle.=− cos − sin , =1N 1 cos , =238sin , =3.Downloaded 02 Sep 2005 to 132.239.16.167. Redistribution subject to AIP license or copyright, see http://jcp.aip.org/jcp/copyright.jsp