feat: inner products for mixed method

src/coreComponents/finiteVolume/mimeticInnerProducts/BdVLMInnerProduct.hpp

@@ -40,7 +40,7 @@ class BdVLMInnerProduct : public MimeticInnerProductBase
 
   /**
    * @brief In a given element, recompute the transmissibility matrix in a cell using the inner product of Beirao da Veiga, Lipnikov,
-   * Manzini
+   * Manzini (page 113)
    * @param[in] nodePosition the position of the nodes
    * @param[in] transMultiplier the transmissibility multipliers at the mesh faces
    * @param[in] faceToNodes the map from the face to their nodes
@@ -66,6 +66,32 @@ class BdVLMInnerProduct : public MimeticInnerProductBase
            real64 const & lengthTolerance,
            arraySlice2d< real64 > const & transMatrix );
 
+  /**
+   * @brief Compute the mimetic inner product matrix M in a given element using the inner product of Beirao da Veiga, Lipnikov, Manzini
+   *(page 89)
+   * @param[in] nodePosition the position of the nodes
+   * @param[in] faceToNodes the map from the face to their nodes
+   * @param[in] elemToFaces the maps from the one-sided face to the corresponding face
+   * @param[in] elemCenter the center of the element
+   * @param[in] elemVolume the volume of the element
+   * @param[in] elemPerm the permeability in the element
+   * @param[in] lengthTolerance the tolerance used in the trans calculations
+   * @param[inout] M the output inner product matrix
+   *
+   * @details Reference: Beirao da Veiga, Lipnikov, Manzini, "The mimetic finite-difference method for elliptic problems"
+   */
+  template< localIndex NF >
+  GEOS_HOST_DEVICE
+  static void
+  computeM( arrayView2d< real64 const, nodes::REFERENCE_POSITION_USD > const & nodePosition,
+            ArrayOfArraysView< localIndex const > const & faceToNodes,
+            arraySlice1d< localIndex const > const & elemToFaces,
+            arraySlice1d< real64 const > const & elemCenter,
+            real64 const & elemVolume,
+            real64 const (&elemPerm)[ 3 ],
+            real64 const & lengthTolerance,
+            arraySlice2d< real64 > const & M );
+
 };
 
 template< localIndex NF >
@@ -112,18 +138,13 @@ BdVLMInnerProduct::compute( arrayView2d< real64 const, nodes::REFERENCE_POSITION
                                                  faceNormal,
                                                  areaTolerance );
 
-    LvArray::tensorOps::copy< 3 >( cellToFaceVec, faceCenter );
-    LvArray::tensorOps::subtract< 3 >( cellToFaceVec, elemCenter );
+    MimeticInnerProductHelpers::computeCellToFacetVector( cellToFaceVec, faceCenter, elemCenter );
+    MimeticInnerProductHelpers::orientNormalOutward( cellToFaceVec, faceNormal );
 
     cellToFaceMat[ ifaceLoc ][0] = faceAreaMat[ ifaceLoc ][ ifaceLoc ] * cellToFaceVec[ 0 ];
     cellToFaceMat[ ifaceLoc ][1] = faceAreaMat[ ifaceLoc ][ ifaceLoc ] * cellToFaceVec[ 1 ];
     cellToFaceMat[ ifaceLoc ][2] = faceAreaMat[ ifaceLoc ][ ifaceLoc ] * cellToFaceVec[ 2 ];
 
-    if( LvArray::tensorOps::AiBi< 3 >( cellToFaceVec, faceNormal ) < 0.0 )
-    {
-      LvArray::tensorOps::scale< 3 >( faceNormal, -1 );
-    }
-
     // the two-point transmissibility is computed to computed here because it is needed
     // in the implementation of the transmissibility multiplier (see below)
     // TODO: see what it would take to bring the (harmonically averaged) two-point trans here
@@ -207,6 +228,128 @@ BdVLMInnerProduct::compute( arrayView2d< real64 const, nodes::REFERENCE_POSITION
 
 }
 
+template< localIndex NF >
+GEOS_HOST_DEVICE
+void
+BdVLMInnerProduct::computeM( arrayView2d< real64 const, nodes::REFERENCE_POSITION_USD > const & nodePosition,
+                             ArrayOfArraysView< localIndex const > const & faceToNodes,
+                             arraySlice1d< localIndex const > const & elemToFaces,
+                             arraySlice1d< real64 const > const & elemCenter,
+                             real64 const & elemVolume,
+                             real64 const (&elemPerm)[ 3 ],
+                             real64 const & lengthTolerance,
+                             arraySlice2d< real64 > const & M )
+{
+  GEOS_UNUSED_VAR( elemVolume );
+  real64 const areaTolerance = lengthTolerance * lengthTolerance;
+
+  real64 cellToFaceMat[ NF ][ 3 ] = {{ 0 }};
+  real64 normalsMat[ NF ][ 3 ] = {{ 0 }};
+  real64 permMat[ 3 ][ 3 ] = {{ 0 }};
+  real64 faceAreaMat[ NF ][ NF ] = {{ 0 }};
+  real64 faceArea[ NF ] = { 0.0 };   // store diag(A)
+
+  real64 work_dimByDim[ 3 ][ 3 ] = {{ 0 }};
+  real64 work_numFacesByDim[ NF ][ 3 ] = {{ 0 }};
+  real64 work_dimByNumFaces[ 3 ][ NF ] = {{ 0 }};
+  real64 work_numFacesByNumFaces[ NF ][ NF ] = {{ 0 }};
+  // real64 tmp_numFacesByNumFaces[ NF ][ NF ] = {{ 0 }};
+
+  // 0) assemble full coefficient tensor from principal axis/components
+  MimeticInnerProductHelpers::makeFullTensor( elemPerm, permMat );
+
+  // 1) fill R (= cellToFaceMat) and normalsMat
+  for( localIndex ifaceLoc = 0; ifaceLoc < NF; ++ifaceLoc )
+  {
+    real64 faceCenter[ 3 ], faceNormal[ 3 ], cellToFaceVec[ 3 ];
+
+    faceAreaMat[ ifaceLoc ][ ifaceLoc ] =
+      computationalGeometry::centroid_3DPolygon( faceToNodes[ elemToFaces[ ifaceLoc ] ],
+                                                 nodePosition,
+                                                 faceCenter,
+                                                 faceNormal,
+                                                 areaTolerance );
+
+    faceArea[ ifaceLoc ] = faceAreaMat[ ifaceLoc ][ ifaceLoc ];
+
+    MimeticInnerProductHelpers::computeCellToFacetVector( cellToFaceVec, faceCenter, elemCenter );
+    MimeticInnerProductHelpers::orientNormalOutward( cellToFaceVec, faceNormal );
+
+    // R row: A_f * (x_f - x_c)
+    cellToFaceMat[ ifaceLoc ][ 0 ] = faceArea[ ifaceLoc ] * cellToFaceVec[ 0 ];
+    cellToFaceMat[ ifaceLoc ][ 1 ] = faceArea[ ifaceLoc ] * cellToFaceVec[ 1 ];
+    cellToFaceMat[ ifaceLoc ][ 2 ] = faceArea[ ifaceLoc ] * cellToFaceVec[ 2 ];
+
+    // normalsMat row
+    normalsMat[ ifaceLoc ][ 0 ] = faceNormal[ 0 ];
+    normalsMat[ ifaceLoc ][ 1 ] = faceNormal[ 1 ];
+    normalsMat[ ifaceLoc ][ 2 ] = faceNormal[ 2 ];
+  }
+
+  // 2) compute N
+  LvArray::tensorOps::Rij_eq_AikBkj< NF, 3, 3 >( work_numFacesByDim,
+                                                 normalsMat,
+                                                 permMat );
+
+  // BdVLM inner product matrix M = M0 + M1 by Beirao da Veiga, Lipnikov, Manzini (pg.89)
+  // M0 = R (R^T N)^(-1) R^T
+
+  // 3) compute (R^T N)^-1 -> (3 X 3), work_dimByDim = R^T N
+  LvArray::tensorOps::Rij_eq_AkiBkj< 3, 3, NF >( work_dimByDim,
+                                                 cellToFaceMat,
+                                                 work_numFacesByDim );
+  LvArray::tensorOps::invert< 3 >( work_dimByDim );
+
+  // 4) compute R (R^T N)^(-1) R^T into M
+  // work_dimByNumFaces = (R^T N)^-1 R^T -> (3 X NF)
+  LvArray::tensorOps::Rij_eq_AikBjk< 3, NF, 3 >( work_dimByNumFaces,
+                                                 work_dimByDim,
+                                                 cellToFaceMat );
+
+  // M = R * work_dimByNumFaces  (NF x NF)
+  LvArray::tensorOps::Rij_eq_AikBkj< NF, NF, 3 >( M,
+                                                  cellToFaceMat,
+                                                  work_dimByNumFaces );
+
+  // P_N = I - N (N^T N)^(-1) N^T
+  // 5) compute (N^T N)^-1
+  LvArray::tensorOps::Rij_eq_AkiAkj< 3, NF >( work_dimByDim,
+                                              work_numFacesByDim );   // N
+  LvArray::tensorOps::invert< 3 >( work_dimByDim );
+
+  // 6) tmp = (N^T N)^-1 N^T
+  LvArray::tensorOps::Rij_eq_AikBjk< 3, NF, 3 >( work_dimByNumFaces,
+                                                 work_dimByDim,
+                                                 work_numFacesByDim );
+
+  // 7) work_numFacesByNumFaces = -I + N * tmp
+  LvArray::tensorOps::addIdentity< NF >( work_numFacesByNumFaces, -1.0 );
+  LvArray::tensorOps::Rij_add_AikBkj< NF, NF, 3 >( work_numFacesByNumFaces,
+                                                   work_numFacesByDim,   // N
+                                                   work_dimByNumFaces    // tmp
+                                                   );
+
+  // 8) M = M0 + gamma * P_N
+  real64 const gamma = 1.0 / static_cast< real64 >( NF );
+  LvArray::tensorOps::scaledAdd< NF, NF >( M, work_numFacesByNumFaces, -gamma );
+
+  // convert to flux-based inner product: M_flux = A^{-1} M_vel A^{-1}
+  // here, A is diag(faceArea)
+  real64 invA[ NF ];
+  for( localIndex i = 0; i < NF; ++i )
+  {
+    invA[ i ] = 1.0 / faceArea[ i ];
+  }
+
+  for( localIndex i = 0; i < NF; ++i )
+  {
+    for( localIndex j = 0; j < NF; ++j )
+    {
+      M[ i ][ j ] *= invA[ i ] * invA[ j ];
+    }
+  }
+}
+
 } // end namespace mimeticInnerProduct
 
 } // end namespace geos

src/coreComponents/finiteVolume/mimeticInnerProducts/MimeticInnerProductHelpers.hpp

@@ -48,6 +48,38 @@ struct MimeticInnerProductHelpers
     result[ 2 ][ 2 ] = values[ 2 ];
   }
 
+  /**
+   * @brief Compute the vector from cell center to facet center.
+   * @param[out] cellToFacetVec output vector
+   * @param[in] facetCenter facet center coordinate
+   * @param[in] cellCenter cell center coordinate
+   */
+  GEOS_HOST_DEVICE
+  static
+  void computeCellToFacetVector( real64 (& cellToFacetVec)[ 3 ],
+                                 real64 const (&facetCenter)[ 3 ],
+                                 arraySlice1d< real64 const > const & cellCenter )
+  {
+    LvArray::tensorOps::copy< 3 >( cellToFacetVec, facetCenter );
+    LvArray::tensorOps::subtract< 3 >( cellToFacetVec, cellCenter );
+  }
+
+  /**
+   * @brief Ensure the facet normal points outward from the cell.
+   * @param[in] cellToFacetVec vector from cell center to face center
+   * @param[in,out] faceNormal face normal (may be flipped)
+   */
+  GEOS_HOST_DEVICE
+  static
+  void orientNormalOutward( real64 const (&cellToFacetVec)[ 3 ],
+                            real64 (& faceNormal)[ 3 ] )
+  {
+    if( LvArray::tensorOps::AiBi< 3 >( cellToFacetVec, faceNormal ) < 0.0 )
+    {
+      LvArray::tensorOps::scale< 3 >( faceNormal, -1.0 );
+    }
+  }
+
   /**
    * @brief Orthonormalize a set of three vectors
    * @tparam NF number of faces in the element

src/coreComponents/finiteVolume/mimeticInnerProducts/QuasiTPFAInnerProduct.hpp

@@ -21,6 +21,7 @@
 #define GEOS_FINITEVOLUME_MIMETICINNERPRODUCTS_QUASITPFAINNERPRODUCT_HPP_
 
 #include "finiteVolume/mimeticInnerProducts/MimeticInnerProductBase.hpp"
+#include "finiteVolume/mimeticInnerProducts/MimeticInnerProductHelpers.hpp"
 
 namespace geos
 {
@@ -63,6 +64,30 @@ class QuasiTPFAInnerProduct : public MimeticInnerProductBase
            real64 const & lengthTolerance,
            arraySlice2d< real64 > const & transMatrix );
 
+  /**
+   * @brief Compute the mimetic inner product matrix M in a given element using the quasi TPFA inner product.
+   * @param[in] nodePosition the position of the nodes
+   * @param[in] faceToNodes the map from the face to their nodes
+   * @param[in] elemToFaces the maps from the one-sided face to the corresponding face
+   * @param[in] elemCenter the center of the element
+   * @param[in] elemVolume the volume of the element
+   * @param[in] elemPerm the permeability in the element
+   * @param[in] lengthTolerance the tolerance used in the trans calculations
+   * @param[inout] M the output inner product matrix
+   *
+   * @details Reference: K-A Lie, An Introduction to Reservoir Simulation Using MATLAB/GNU Octave (2019)
+   */
+  template< localIndex NF >
+  GEOS_HOST_DEVICE
+  static void
+  computeM( arrayView2d< real64 const, nodes::REFERENCE_POSITION_USD > const & nodePosition,
+            ArrayOfArraysView< localIndex const > const & faceToNodes,
+            arraySlice1d< localIndex const > const & elemToFaces,
+            arraySlice1d< real64 const > const & elemCenter,
+            real64 const & elemVolume,
+            real64 const (&elemPerm)[ 3 ],
+            real64 const & lengthTolerance,
+            arraySlice2d< real64 > const & M );
 };
 
 template< localIndex NF >
@@ -90,6 +115,125 @@ QuasiTPFAInnerProduct::compute( arrayView2d< real64 const, nodes::REFERENCE_POSI
                                                                 transMatrix );
 }
 
+template< localIndex NF >
+GEOS_HOST_DEVICE
+void
+QuasiTPFAInnerProduct::computeM( arrayView2d< real64 const, nodes::REFERENCE_POSITION_USD > const & nodePosition,
+                                 ArrayOfArraysView< localIndex const > const & faceToNodes,
+                                 arraySlice1d< localIndex const > const & elemToFaces,
+                                 arraySlice1d< real64 const > const & elemCenter,
+                                 real64 const & elemVolume,
+                                 real64 const (&elemPerm)[ 3 ],
+                                 real64 const & lengthTolerance,
+                                 arraySlice2d< real64 > const & M )
+{
+  real64 const areaTolerance = lengthTolerance * lengthTolerance;
+
+  // 0) stabilization parameter for quasi-TPFA
+  constexpr real64 tParam = 2.0;
+
+  // 1) assemble permeability tensor and its inverse
+  real64 K[3][3] = {{0}};
+  MimeticInnerProductHelpers::makeFullTensor( elemPerm, K );
+
+  real64 Kinv[3][3] = {{0}};
+  for( int i = 0; i < 3; ++i )
+  {
+    Kinv[i][i] = 1.0 / elemPerm[i];
+  }
+
+  // 2) compute C and N
+  real64 C[ NF ][ 3 ] = {{ 0 }};
+  real64 N[ NF ][ 3 ] = {{ 0 }};
+
+  for( localIndex ifaceLoc = 0; ifaceLoc < NF; ++ifaceLoc )
+  {
+    real64 faceCenter[3], faceNormal[3];
+
+    real64 const faceArea =
+      computationalGeometry::centroid_3DPolygon(
+        faceToNodes[elemToFaces[ifaceLoc]],
+        nodePosition,
+        faceCenter,
+        faceNormal,
+        areaTolerance );
+
+    real64 cellToFaceVec[3];
+    MimeticInnerProductHelpers::computeCellToFacetVector( cellToFaceVec, faceCenter, elemCenter );
+    MimeticInnerProductHelpers::orientNormalOutward( cellToFaceVec, faceNormal );
+
+    for( int d = 0; d < 3; ++d )
+    {
+      C[ifaceLoc][d] = cellToFaceVec[d];
+      N[ifaceLoc][d] = faceArea * faceNormal[d];
+    }
+  }
+
+  // 3) compute consistency part C K^{-1} C^T / volume
+  real64 CKCt[ NF ][ NF ] = {{ 0 }};
+  real64 work[ 3 ][ NF ] = {{ 0 }};
+
+  LvArray::tensorOps::Rij_eq_AikBjk< 3, NF, 3 >( work, Kinv, C );
+  LvArray::tensorOps::Rij_eq_AikBkj< NF, NF, 3 >( CKCt, C, work );
+  LvArray::tensorOps::scale< NF, NF >( CKCt, 1.0 / elemVolume );
+
+  // 4) compute W = N K N'
+  real64 W[ NF ][ NF ] = {{ 0 }};
+  real64 workNK[ 3 ][ NF ] = {{ 0 }};
+
+  LvArray::tensorOps::Rij_eq_AikBjk< 3, NF, 3 >( workNK, K, N );
+  LvArray::tensorOps::Rij_eq_AikBkj< NF, NF, 3 >( W, N, workNK );
+
+  // 5) build Q from C (orthonormal basis of consistency space)
+  real64 q0[ NF ], q1[ NF ], q2[ NF ];
+  real64 Qmat[ NF ][ 3 ];
+
+  for( localIndex i = 0; i < NF; ++i )
+  {
+    q0[i] = C[i][0];
+    q1[i] = C[i][1];
+    q2[i] = C[i][2];
+  }
+
+  MimeticInnerProductHelpers::orthonormalize< NF >( q0, q1, q2, Qmat );
+
+  // 6) compute P = I - Q Q^T
+  real64 P[ NF ][ NF ] = {{ 0 }};
+  LvArray::tensorOps::addIdentity< NF >( P, -1.0 );
+  LvArray::tensorOps::Rij_add_AikAjk< NF, 3 >( P, Qmat );
+  LvArray::tensorOps::scale< NF, NF >( P, -1.0 );
+
+  // 7) compute stabilization term (v/t) P diag(W)^{-1} P
+  real64 stab[ NF ][ NF ] = {{ 0 }};
+
+  for( localIndex i = 0; i < NF; ++i )
+  {
+    for( localIndex j = 0; j < NF; ++j )
+    {
+      real64 val = 0.0;
+      for( localIndex k = 0; k < NF; ++k )
+      {
+        if( LvArray::math::abs( W[k][k] ) > 0 )
+        {
+          val += P[i][k] * ( 1.0 / W[k][k] ) * P[k][j];
+        }
+      }
+      stab[i][j] = val;
+    }
+  }
+
+  real64 const scale = elemVolume / tParam;
+
+  // 8) assemble final M
+  for( localIndex i = 0; i < NF; ++i )
+  {
+    for( localIndex j = 0; j < NF; ++j )
+    {
+      M[i][j] = CKCt[i][j] + scale * stab[i][j];
+    }
+  }
+}
+
 } // end namespace mimeticInnerProduct
 
 } // end namespace geos