Work on Example and mesh refinement for MinSIM

simpegPF/Dev/Intgrl_MAG_Fwr_DualSphereTopo_Test.py

@@ -104,7 +104,7 @@ for ii in range(d_iter):
     
     Utils.writeUBCTensorMesh('Mesh.msh',mesh)
     Utils.writeUBCTensorModel('Model.sus',mesh,model)
-    actv = np.ones(mesh.nC)
+    #actv = np.ones(mesh.nC)
     #%% Forward mode ldata
     
     start_time = time.time()

simpegPF/Dev/Intgrl_MAG_Fwr_VTK.py

@@ -1,76 +0,0 @@
-import os
-
-home_dir = '.\Test_tria_2_grid'
-
-inpfile = 'PYMAG3C_fwr.inp'
-
-dsep = '\\'
-
-os.chdir(home_dir)
-
-#%%
-from SimPEG import np, sp, Utils, mkvc, Maps 
-import vtk, vtk.util.numpy_support as npsup
-import simpegPF as PF
-import pylab as plt
-
-## New scripts to be added to basecode
-#from fwr_MAG_data import fwr_MAG_data
-#from read_MAGfwr_inp import read_MAGfwr_inp
-
-#%%
-# Read input file
-
-# Load mesh file
-mesh = Utils.meshutils.readUBCTensorMesh('Mesh_2p5m.msh')
-
-
-# Load GOCAD surf
-tsfile = 'Crown.ts'
-#[vrtx, trgl] = PF.BaseMag.read_GOCAD_ts(tsfile)
-
-indx = PF.BaseMag.gocad2vtk(tsfile,mesh)
-
-model= np.zeros(mesh.nC)
-model[indx]=1
-Utils.meshutils.writeUBCTensorModel('VTKout.dat',mesh,model)
-
-
-# Load model file
-#model = Utils.meshutils.readUBCTensorModel(modfile,mesh)
-  
-# Load in topofile or create flat surface
-#==============================================================================
-# if topofile == 'null':
-#  
-#     actv = np.ones(mesh.nC)   
-#     
-# else: 
-#     topo = np.genfromtxt(topofile,skip_header=1)
-#     actv = PF.Magnetics.getActiveTopo(mesh,topo,'N')
-# 
-# 
-# Utils.writeUBCTensorModel('nullcell.dat',mesh,actv)
-#          
-# # Load in observation file
-# [B,M,dobs] = PF.BaseMag.readUBCmagObs(obsfile)
-# 
-# rxLoc = dobs[:,0:3]
-# #rxLoc[:,2] += 5 # Temporary change for test
-# ndata = rxLoc.shape[0]
-#==============================================================================
-
-
-#%% Run forward modeling
-# Compute forward model using integral equation
-#==============================================================================
-# d = PF.Magnetics.Intgrl_Fwr_Data(mesh,B,M,rxLoc,model,actv,'tmi')
-# 
-# # Form data object with coordinates and write to file
-# wd =  np.zeros((ndata,1))
-# 
-# # Save forward data to file
-# PF.Magnetics.writeUBCobs(home_dir + dsep + 'FWR_data.dat',B,M,rxLoc,d,wd)
-#==============================================================================
-
-

simpegPF/Dev/Intgrl_MAG_Fwr_VTK_topo_test.py

@@ -0,0 +1,139 @@
+import os
+
+home_dir = '.\Test_tria_2_grid'
+
+inpfile = 'PYMAG3C_fwr.inp'
+
+dsep = '\\'
+
+os.chdir(home_dir)
+
+#%%
+from SimPEG import np, sp, Utils, Mesh 
+import scipy.interpolate as interpolation
+import simpegPF as PF
+import pylab as plt
+import time as tm
+
+## New scripts to be added to basecode
+#from fwr_MAG_data import fwr_MAG_data
+#from read_MAGfwr_inp import read_MAGfwr_inp
+
+#%%
+chibkg = 0.001
+
+# Read in topo surface
+tsfile = 'Topo_Gaussian.ts'
+
+# For now just read both
+topofile = 'Gaussian.topo'
+
+topo = np.genfromtxt(topofile,skip_header=1) 
+
+# Offset data above topo 
+zoffset = 2
+
+# Load mesh file
+B = np.array(([90.,0.,50000.]))
+  
+M = np.array(([90.,0.,315.]))
+
+# Sphere radius
+R = 25.
+
+
+#%% Script starts here       
+# # Create a grid of observations and offset the z from topo
+xr = np.linspace(-99., 99., 40)
+yr = np.linspace(-49., 49., 20)
+X, Y = np.meshgrid(xr, yr)
+
+F = interpolation.NearestNDInterpolator(topo[:,0:2],topo[:,2])
+Z = F(X,Y) + zoffset
+rxLoc = np.c_[Utils.mkvc(X.T), Utils.mkvc(Y.T), Utils.mkvc(Z.T)]
+    
+ndata = rxLoc.shape[0]
+      
+sclx = 100.
+
+dx = 10
+
+nc = int(sclx/dx)
+
+hxind = [(dx, 2*nc)]
+hyind = [(dx, nc)]
+hzind = [(dx, nc)]
+
+mesh = Mesh.TensorMesh([hxind, hyind, hzind], 'CCN')
+    
+# Load GOCAD surf
+#[vrtx, trgl] = PF.BaseMag.read_GOCAD_ts(tsfile)
+# Find active cells from surface
+tin = tm.time()
+print "Computing indices with VTK: "
+[indx, bc] = PF.BaseMag.gocad2vtk(tsfile,mesh, bcflag = False, inflag = True)
+print "VTK operation completed in " + str(tm.time() - tin)
+
+actv = np.zeros(mesh.nC)
+actv[indx] = 1
+
+model= np.zeros(mesh.nC)
+model[indx]= chibkg
+
+Utils.meshutils.writeUBCTensorModel('VTKout.dat',mesh,model)
+
+Utils.meshutils.writeUBCTensorMesh('Mesh_temp.msh',mesh)
+
+start_time = tm.time()
+    
+d = PF.Magnetics.Intgrl_Fwr_Data(mesh,B,M,rxLoc,model,actv,'tmi')
+
+timer = (tm.time() - start_time)
+
+#%% Plot data
+plt.figure(1)
+ax = plt.subplot()
+plt.imshow(np.reshape(d,X.shape), interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower')
+plt.colorbar(fraction=0.02)
+plt.contour(X,Y, np.reshape(d,X.shape),10)
+plt.scatter(X,Y, c=np.reshape(d,X.shape), s=20)
+ax.set_title('Forward data')
+
+# Load model file
+#model = Utils.meshutils.readUBCTensorModel(modfile,mesh)
+  
+# Load in topofile or create flat surface
+#==============================================================================
+# if topofile == 'null':
+#  
+#     actv = np.ones(mesh.nC)   
+#     
+# else: 
+#     topo = np.genfromtxt(topofile,skip_header=1)
+#     actv = PF.Magnetics.getActiveTopo(mesh,topo,'N')
+# 
+# 
+# Utils.writeUBCTensorModel('nullcell.dat',mesh,actv)
+#          
+# # Load in observation file
+# [B,M,dobs] = PF.BaseMag.readUBCmagObs(obsfile)
+# 
+# rxLoc = dobs[:,0:3]
+# #rxLoc[:,2] += 5 # Temporary change for test
+# ndata = rxLoc.shape[0]
+#==============================================================================
+
+
+#%% Run forward modeling
+# Compute forward model using integral equation
+#==============================================================================
+# d = PF.Magnetics.Intgrl_Fwr_Data(mesh,B,M,rxLoc,model,actv,'tmi')
+# 
+# # Form data object with coordinates and write to file
+# wd =  np.zeros((ndata,1))
+# 
+# # Save forward data to file
+# PF.Magnetics.writeUBCobs(home_dir + dsep + 'FWR_data.dat',B,M,rxLoc,d,wd)
+#==============================================================================
+
+

simpegPF/Dev/Test_tria_2_grid/Mesh_temp.msh

@@ -0,0 +1,5 @@
+20 10 10
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+10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 
+10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00