diff --git a/src/soap/soapy/elements.py b/src/soap/soapy/elements.py
index 54366e1337ff486a2e86a09dd55d2701e284e3c4..0ff1b4c1fd81e3a825efa591f35fca1b5c3e7c2a 100644
--- a/src/soap/soapy/elements.py
+++ b/src/soap/soapy/elements.py
@@ -16,17 +16,17 @@ class PeriodicTable(object):
     ] # Allen scale
     
     element_names = ["?",
-   "H  ","He ",
-   "Li ","Be ","B  ","C  ","N  ","O  ","F  ","Ne ",
-   "Na ","Mg ","Al ","Si ","P  ","S  ","Cl ","Ar ",
-   "K  ","Ca ","Sc ","Ti ","V  ","Cr ","Mn ","Fe ","Co ","Ni ","Cu ","Zn ","Ga ","Ge ", "As ","Se ","Br ","Kr ",
-   "Rb ","Sr ","Y  ","Zr ","Nb ","Mo ","Tc ","Ru ","Rh ","Pd ","Ag ","Cd ","In ","Sn ", "Sb ","Te ","I  ","Xe ",
-   "Cs ","Ba ",
-   "La ","Ce ","Pr ","Nd ","Pm ","Sm ","Eu ","Gd ","Tb ","Dy ","Ho ","Er ","Tm ","Yb ","Lu ",
-   "Hf ","Ta ","W  ","Re ","Os ","Ir ","Pt ","Au ","Hg ","Tl ","Pb ","Bi ","Po ","At ","Rn ",
-   "Fr ","Ra ",
-   "Ac ","Th ","Pa ","U  ","Np ","Pu ","Am ","Cm ", "Bk ","Cf ","Es ","Fm ","Md ","No ","Lr ",
-   "Rf ","Db ","Sg ","Bh ","Hs ","Mt ","Ds ","Rg ","Uub", "Uut","Uuq","Uup","Uuh" ]
+   "H","He",
+   "Li","Be","B","C","N","O","F","Ne",
+   "Na","Mg","Al","Si","P","S","Cl","Ar",
+   "K ","Ca","Sc","Ti","V","Cr","Mn","Fe","Co","Ni","Cu","Zn","Ga","Ge", "As","Se","Br","Kr",
+   "Rb","Sr","Y","Zr","Nb","Mo","Tc","Ru","Rh","Pd","Ag","Cd","In","Sn", "Sb","Te","I","Xe",
+   "Cs","Ba",
+   "La","Ce","Pr","Nd","Pm","Sm","Eu","Gd","Tb","Dy","Ho","Er","Tm","Yb","Lu",
+   "Hf","Ta","W","Re","Os","Ir","Pt","Au","Hg","Tl","Pb","Bi","Po","At","Rn",
+   "Fr","Ra",
+   "Ac","Th","Pa","U","Np","Pu","Am","Cm", "Bk","Cf","Es","Fm","Md","No","Lr",
+   "Rf","Db","Sg","Bh","Hs","Mt","Ds","Rg","Uub", "Uut","Uuq","Uup","Uuh" ]
 
     element_mass = [-1., 
 1.00794, 4.00260, 6.941, 9.012187, 10.811, 12.0107, 14.00674, 15.9994, 18.99840, 20.1797, 22.98977,  
diff --git a/src/soap/soapy/lagraph.py b/src/soap/soapy/lagraph.py
index 50d3848a6f46a3e8a99854bd8375176e8cee5fc4..f11db881d89b9cbce9f2f7bf65c7ba0fee6fe3e9 100644
--- a/src/soap/soapy/lagraph.py
+++ b/src/soap/soapy/lagraph.py
@@ -581,6 +581,30 @@ class ParticleGraph(object):
         elif descriptor_type == 'soap':
             # Structure
             structure = soap.tools.setup_structure_ase(self.label, atoms)
+            # Customize density
+            density_type = options["atomic_density"]["density_type"]
+            use_covrad = options["atomic_density"]["use_covrad"]
+            atom_rad_scale = float(options["atomic_density"]["atomic_radius"])
+            # ... Particle radii
+            if use_covrad:
+                radius_map = soap.soapy.elements.periodic_table.getPropertyDict("covrad", convert=lambda x: x*atom_rad_scale)
+            else:
+                radius_map = {}
+                for elem in soap.soapy.elements.PeriodicTable.element_names:
+                    radius_map[elem] = atom_rad_scale
+            # ... Particle 'charge'
+            if density_type == "elneg_density":
+                charge_map = soap.soapy.elements.periodic_table.getPropertyDict("elneg")
+            elif density_type == "z_density":
+                charge_map = soap.soapy.elements.periodic_table.getPropertyDict("z")
+            elif density_type == "number_density":
+                charge_map = {}
+                for elem in soap.soapy.elements.PeriodicTable.element_names:
+                    charge_map[elem] = 1.
+            else:
+                raise NotImplementedError("Density type '%s'" % density_type)
+            # ... Apply
+            soap.tools.setup_structure_density(structure, radius_map=radius_map, charge_map=charge_map)
             # Options
             options_soap = soap.Options()
             for item in options_descriptor.items():