diff --git a/gui/tests/env.js b/gui/tests/env.js
index 5c4b3f48b0a52cba997a9982cf19ae7daa6eadf8..4ae2941fd81ae05063a09934a80ff7d296d55363 100644
--- a/gui/tests/env.js
+++ b/gui/tests/env.js
@@ -425,9 +425,6 @@ window.nomadEnv = {
       }
     },
     "apps": {
-      "exclude": [
-        "heterogeneouscatalyst"
-      ],
       "options": {
         "entries": {
           "label": "Entries",
@@ -1608,1026 +1605,6 @@ window.nomadEnv = {
               "free_text"
             ]
           }
-        },
-        "heterogeneouscatalyst": {
-          "label": "Heterogeneous Catalysis",
-          "path": "heterogeneouscatalyst",
-          "resource": "entries",
-          "category": "Use Cases",
-          "description": "Search heterogeneous catalysts",
-          "readme": "This page allows you to search **catalyst and catalysis data** within NOMAD. The filter menu on the left and the shown default columns are specifically designed for Heterogeneous Catalyst exploration. The dashboard directly shows useful interactive statistics about the data.",
-          "pagination": {
-            "order_by": "upload_create_time",
-            "order": "desc",
-            "page_size": 20
-          },
-          "columns": {
-            "options": {
-              "results.material.elements": {
-                "align": "left"
-              },
-              "results.properties.catalytic.catalyst.catalyst_type": {
-                "align": "left"
-              },
-              "results.properties.catalytic.catalyst.catalyst_name": {
-                "align": "left"
-              },
-              "results.properties.catalytic.catalyst.preparation_method": {
-                "label": "Preparation",
-                "align": "left"
-              },
-              "results.properties.catalytic.catalyst.surface_area": {
-                "label": "Surface area",
-                "align": "left",
-                "unit": "m^2/g",
-                "format": {
-                  "decimals": 2,
-                  "mode": "standard"
-                }
-              },
-              "results.properties.catalytic.reaction.name": {
-                "label": "Reaction name",
-                "align": "left"
-              },
-              "results.properties.catalytic.reaction.type": {
-                "label": "Reaction class",
-                "align": "left"
-              },
-              "results.properties.catalytic.reaction.reactants.name": {
-                "label": "Reactants",
-                "align": "left"
-              },
-              "results.properties.catalytic.reaction.products.name": {
-                "label": "Products",
-                "align": "left"
-              },
-              "references": {
-                "align": "left"
-              },
-              "results.material.chemical_formula_hill": {
-                "label": "Formula",
-                "align": "left"
-              },
-              "results.material.structural_type": {
-                "align": "left"
-              },
-              "results.eln.lab_ids": {
-                "align": "left"
-              },
-              "results.eln.sections": {
-                "align": "left"
-              },
-              "results.eln.methods": {
-                "align": "left"
-              },
-              "results.eln.tags": {
-                "align": "left"
-              },
-              "results.eln.instruments": {
-                "align": "left"
-              },
-              "entry_name": {
-                "label": "Name",
-                "align": "left"
-              },
-              "entry_type": {
-                "align": "left"
-              },
-              "mainfile": {
-                "align": "left"
-              },
-              "upload_create_time": {
-                "label": "Upload time",
-                "align": "left"
-              },
-              "authors": {
-                "align": "left"
-              },
-              "comment": {
-                "align": "left"
-              },
-              "datasets": {
-                "align": "left"
-              },
-              "published": {
-                "label": "Access",
-                "align": "left"
-              }
-            },
-            "selected": [
-              "entry_name",
-              "results.properties.catalytic.reaction.name",
-              "results.properties.catalytic.catalyst.catalyst_type",
-              "results.properties.catalytic.catalyst.preparation_method",
-              "results.properties.catalytic.catalyst.surface_area"
-            ]
-          },
-          "rows": {
-            "actions": {
-              "enabled": true
-            },
-            "details": {
-              "enabled": true
-            },
-            "selection": {
-              "enabled": true
-            }
-          },
-          "filter_menus": {
-            "options": {
-              "material": {
-                "label": "Catalyst Material",
-                "level": 0,
-                "size": "s"
-              },
-              "elements": {
-                "label": "Elements / Formula",
-                "level": 1,
-                "size": "xl"
-              },
-              "structure": {
-                "label": "Structure / Symmetry",
-                "level": 1,
-                "size": "s"
-              },
-              "heterogeneouscatalyst": {
-                "label": "Catalytic Properties",
-                "level": 0,
-                "size": "s"
-              },
-              "eln": {
-                "label": "Electronic Lab Notebook",
-                "level": 0,
-                "size": "s"
-              },
-              "custom_quantities": {
-                "label": "User Defined Quantities",
-                "level": 0,
-                "size": "l"
-              },
-              "author": {
-                "label": "Author / Origin / Dataset",
-                "level": 0,
-                "size": "m"
-              },
-              "metadata": {
-                "label": "Visibility / IDs / Schema",
-                "level": 0,
-                "size": "s"
-              },
-              "optimade": {
-                "label": "Optimade",
-                "level": 0,
-                "size": "m"
-              }
-            }
-          },
-          "filters": {
-            "exclude": [
-              "mainfile",
-              "entry_name",
-              "combine"
-            ]
-          },
-          "dashboard": {
-            "widgets": [
-              {
-                "type": "periodictable",
-                "layout": {
-                  "lg": {
-                    "h": 10,
-                    "w": 16,
-                    "x": 0,
-                    "y": 6,
-                    "minH": 8,
-                    "minW": 12
-                  },
-                  "md": {
-                    "h": 8,
-                    "w": 12,
-                    "x": 0,
-                    "y": 5,
-                    "minH": 8,
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-                  },
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-                    "h": 8,
-                    "w": 12,
-                    "x": 0,
-                    "y": 4,
-                    "minH": 8,
-                    "minW": 12
-                  },
-                  "xl": {
-                    "h": 10,
-                    "w": 16,
-                    "x": 0,
-                    "y": 6,
-                    "minH": 8,
-                    "minW": 12
-                  },
-                  "xxl": {
-                    "h": 10,
-                    "w": 16,
-                    "x": 0,
-                    "y": 6,
-                    "minH": 8,
-                    "minW": 12
-                  }
-                },
-                "quantity": "results.material.elements",
-                "scale": "linear"
-              },
-              {
-                "title": "Reactants",
-                "type": "terms",
-                "layout": {
-                  "lg": {
-                    "h": 6,
-                    "w": 8,
-                    "x": 8,
-                    "y": 0,
-                    "minH": 3,
-                    "minW": 3
-                  },
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-                    "h": 5,
-                    "w": 6,
-                    "x": 6,
-                    "y": 0,
-                    "minH": 3,
-                    "minW": 3
-                  },
-                  "sm": {
-                    "h": 4,
-                    "w": 4,
-                    "x": 4,
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-                    "minH": 4,
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-                  },
-                  "xl": {
-                    "h": 6,
-                    "w": 8,
-                    "x": 8,
-                    "y": 0,
-                    "minH": 3,
-                    "minW": 3
-                  },
-                  "xxl": {
-                    "h": 6,
-                    "w": 8,
-                    "x": 8,
-                    "y": 0,
-                    "minH": 3,
-                    "minW": 3
-                  }
-                },
-                "quantity": "results.properties.catalytic.reaction.reactants.name",
-                "scale": "linear",
-                "showinput": true
-              },
-              {
-                "title": "Reaction Name",
-                "type": "terms",
-                "layout": {
-                  "lg": {
-                    "h": 6,
-                    "w": 8,
-                    "x": 0,
-                    "y": 0,
-                    "minH": 3,
-                    "minW": 3
-                  },
-                  "md": {
-                    "h": 5,
-                    "w": 6,
-                    "x": 0,
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-                    "minH": 3,
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-                  },
-                  "sm": {
-                    "h": 4,
-                    "w": 4,
-                    "x": 0,
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-                    "minH": 3,
-                    "minW": 3
-                  },
-                  "xl": {
-                    "h": 6,
-                    "w": 8,
-                    "x": 0,
-                    "y": 0,
-                    "minH": 3,
-                    "minW": 3
-                  },
-                  "xxl": {
-                    "h": 6,
-                    "w": 8,
-                    "x": 0,
-                    "y": 0,
-                    "minH": 3,
-                    "minW": 3
-                  }
-                },
-                "quantity": "results.properties.catalytic.reaction.name",
-                "scale": "linear",
-                "showinput": true
-              },
-              {
-                "title": "Products",
-                "type": "terms",
-                "layout": {
-                  "lg": {
-                    "h": 6,
-                    "w": 8,
-                    "x": 16,
-                    "y": 0,
-                    "minH": 3,
-                    "minW": 3
-                  },
-                  "md": {
-                    "h": 5,
-                    "w": 6,
-                    "x": 12,
-                    "y": 0,
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-                    "minW": 3
-                  },
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-                    "minH": 3,
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-                  "xl": {
-                    "h": 6,
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-                    "x": 16,
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-                    "minH": 3,
-                    "minW": 3
-                  },
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-                    "h": 6,
-                    "w": 8,
-                    "x": 16,
-                    "y": 0,
-                    "minH": 3,
-                    "minW": 3
-                  }
-                },
-                "quantity": "results.properties.catalytic.reaction.products.name",
-                "scale": "linear",
-                "showinput": true
-              },
-              {
-                "type": "terms",
-                "layout": {
-                  "lg": {
-                    "h": 5,
-                    "w": 8,
-                    "x": 16,
-                    "y": 6,
-                    "minH": 3,
-                    "minW": 3
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-                    "minH": 3,
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-                  },
-                  "sm": {
-                    "h": 3,
-                    "w": 6,
-                    "x": 0,
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-                    "minH": 3,
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-                    "h": 5,
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-                    "x": 16,
-                    "y": 6,
-                    "minH": 3,
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-                  },
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-                    "h": 5,
-                    "w": 8,
-                    "x": 16,
-                    "y": 6,
-                    "minH": 3,
-                    "minW": 3
-                  }
-                },
-                "quantity": "results.properties.catalytic.catalyst.preparation_method",
-                "scale": "linear",
-                "showinput": true
-              },
-              {
-                "type": "terms",
-                "layout": {
-                  "lg": {
-                    "h": 5,
-                    "w": 8,
-                    "x": 16,
-                    "y": 11,
-                    "minH": 3,
-                    "minW": 3
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-                    "h": 4,
-                    "w": 6,
-                    "x": 12,
-                    "y": 9,
-                    "minH": 3,
-                    "minW": 3
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-                  "sm": {
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-                    "w": 6,
-                    "x": 6,
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-                  },
-                  "xl": {
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-                    "w": 8,
-                    "x": 16,
-                    "y": 11,
-                    "minH": 3,
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-                    "w": 8,
-                    "x": 16,
-                    "y": 11,
-                    "minH": 3,
-                    "minW": 3
-                  }
-                },
-                "quantity": "results.properties.catalytic.catalyst.catalyst_type",
-                "scale": "linear",
-                "showinput": true
-              },
-              {
-                "title": "Reaction Weight Hourly Space Velocity",
-                "type": "histogram",
-                "layout": {
-                  "lg": {
-                    "h": 5,
-                    "w": 12,
-                    "x": 12,
-                    "y": 21,
-                    "minH": 3,
-                    "minW": 8
-                  },
-                  "md": {
-                    "h": 3,
-                    "w": 9,
-                    "x": 9,
-                    "y": 16,
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-                  "sm": {
-                    "h": 3,
-                    "w": 6,
-                    "x": 6,
-                    "y": 18,
-                    "minH": 3,
-                    "minW": 6
-                  },
-                  "xl": {
-                    "h": 4,
-                    "w": 12,
-                    "x": 12,
-                    "y": 20,
-                    "minH": 3,
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-                  },
-                  "xxl": {
-                    "h": 4,
-                    "w": 12,
-                    "x": 12,
-                    "y": 20,
-                    "minH": 3,
-                    "minW": 8
-                  }
-                },
-                "x": {
-                  "unit": "ml/(g*s)",
-                  "quantity": "results.properties.catalytic.reaction.reaction_conditions.weight_hourly_space_velocity",
-                  "scale": "linear"
-                },
-                "y": {
-                  "scale": "linear"
-                },
-                "scale": "linear",
-                "autorange": false,
-                "showinput": false,
-                "nbins": 30
-              },
-              {
-                "title": "Reactant feed concentration vs. Temperature",
-                "type": "scatterplot",
-                "layout": {
-                  "lg": {
-                    "h": 10,
-                    "w": 12,
-                    "x": 0,
-                    "y": 16,
-                    "minH": 3,
-                    "minW": 8
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-                    "h": 8,
-                    "w": 12,
-                    "x": 0,
-                    "y": 16,
-                    "minH": 6,
-                    "minW": 8
-                  }
-                },
-                "x": {
-                  "title": "gas concentration (%)",
-                  "quantity": "results.properties.catalytic.reaction.reactants[*].gas_concentration_in",
-                  "scale": "linear"
-                },
-                "y": {
-                  "quantity": "results.properties.catalytic.reaction.reaction_conditions.temperature",
-                  "scale": "linear"
-                },
-                "markers": {
-                  "color": {
-                    "quantity": "results.properties.catalytic.reaction.reactants[*].name",
-                    "scale": "linear"
-                  }
-                },
-                "size": 1000,
-                "autorange": true
-              },
-              {
-                "title": "Reaction Pressure",
-                "type": "histogram",
-                "layout": {
-                  "lg": {
-                    "h": 5,
-                    "w": 12,
-                    "x": 12,
-                    "y": 16,
-                    "minH": 3,
-                    "minW": 8
-                  },
-                  "md": {
-                    "h": 3,
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-                    "x": 9,
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-                    "y": 16,
-                    "minH": 3,
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-                },
-                "x": {
-                  "unit": "bar",
-                  "quantity": "results.properties.catalytic.reaction.reaction_conditions.pressure",
-                  "scale": "linear"
-                },
-                "y": {
-                  "scale": "linear"
-                },
-                "scale": "linear",
-                "autorange": false,
-                "showinput": false,
-                "nbins": 30
-              },
-              {
-                "title": "Temperature vs. Conversion",
-                "type": "scatterplot",
-                "layout": {
-                  "lg": {
-                    "h": 8,
-                    "w": 12,
-                    "x": 0,
-                    "y": 26,
-                    "minH": 3,
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-                "x": {
-                  "quantity": "results.properties.catalytic.reaction.reaction_conditions.temperature",
-                  "scale": "linear"
-                },
-                "y": {
-                  "title": "Conversion (%)",
-                  "quantity": "results.properties.catalytic.reaction.reactants[*].conversion",
-                  "scale": "linear"
-                },
-                "markers": {
-                  "color": {
-                    "quantity": "results.properties.catalytic.reaction.reactants[*].name",
-                    "scale": "linear"
-                  }
-                },
-                "size": 1000,
-                "autorange": true
-              },
-              {
-                "title": "Temperature vs. Selectivity",
-                "type": "scatterplot",
-                "layout": {
-                  "lg": {
-                    "h": 8,
-                    "w": 12,
-                    "x": 12,
-                    "y": 26,
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-                "x": {
-                  "quantity": "results.properties.catalytic.reaction.reaction_conditions.temperature",
-                  "scale": "linear"
-                },
-                "y": {
-                  "title": "Selectivity (%)",
-                  "quantity": "results.properties.catalytic.reaction.products[*].selectivity",
-                  "scale": "linear"
-                },
-                "markers": {
-                  "color": {
-                    "quantity": "results.properties.catalytic.reaction.products[*].name",
-                    "scale": "linear"
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-                "size": 1000,
-                "autorange": true
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-              {
-                "type": "scatterplot",
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-                    "x": 0,
-                    "y": 34,
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-                "x": {
-                  "title": "Oxygen Conversion (%)",
-                  "quantity": "results.properties.catalytic.reaction.reactants[? name=='molecular oxygen'].conversion",
-                  "scale": "linear"
-                },
-                "y": {
-                  "title": "Acetic Acid Selectivity (%)",
-                  "quantity": "results.properties.catalytic.reaction.products[? name=='acetic acid'].selectivity",
-                  "scale": "linear"
-                },
-                "markers": {
-                  "color": {
-                    "quantity": "results.properties.catalytic.reaction.name",
-                    "scale": "linear"
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-                "size": 1000,
-                "autorange": true
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-              {
-                "type": "scatterplot",
-                "layout": {
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-                    "minH": 3,
-                    "minW": 3
-                  }
-                },
-                "x": {
-                  "title": "Carbon Monoxide Conversion (%)",
-                  "quantity": "results.properties.catalytic.reaction.reactants[? name=='carbon monoxide'].conversion",
-                  "scale": "linear"
-                },
-                "y": {
-                  "title": "Ethanol Selectivity (%)",
-                  "quantity": "results.properties.catalytic.reaction.products[? name=='ethanol'].selectivity",
-                  "scale": "linear"
-                },
-                "markers": {
-                  "color": {
-                    "quantity": "results.properties.catalytic.catalyst.preparation_method",
-                    "scale": "linear"
-                  }
-                },
-                "size": 1000,
-                "autorange": true
-              },
-              {
-                "title": "Catalyst Surface Area",
-                "type": "histogram",
-                "layout": {
-                  "lg": {
-                    "h": 4,
-                    "w": 12,
-                    "x": 0,
-                    "y": 42,
-                    "minH": 3,
-                    "minW": 8
-                  },
-                  "md": {
-                    "h": 4,
-                    "w": 9,
-                    "x": 0,
-                    "y": 31,
-                    "minH": 3,
-                    "minW": 8
-                  },
-                  "sm": {
-                    "h": 4,
-                    "w": 8,
-                    "x": 0,
-                    "y": 31,
-                    "minH": 3,
-                    "minW": 8
-                  },
-                  "xl": {
-                    "h": 4,
-                    "w": 12,
-                    "x": 0,
-                    "y": 42,
-                    "minH": 3,
-                    "minW": 8
-                  },
-                  "xxl": {
-                    "h": 4,
-                    "w": 12,
-                    "x": 0,
-                    "y": 42,
-                    "minH": 3,
-                    "minW": 8
-                  }
-                },
-                "x": {
-                  "unit": "m^2/g",
-                  "quantity": "results.properties.catalytic.catalyst.surface_area",
-                  "scale": "linear"
-                },
-                "y": {
-                  "scale": "log"
-                },
-                "scale": "linear",
-                "autorange": false,
-                "showinput": false,
-                "nbins": 30
-              },
-              {
-                "type": "terms",
-                "layout": {
-                  "lg": {
-                    "h": 4,
-                    "w": 12,
-                    "x": 12,
-                    "y": 42,
-                    "minH": 3,
-                    "minW": 3
-                  },
-                  "md": {
-                    "h": 4,
-                    "w": 9,
-                    "x": 9,
-                    "y": 31,
-                    "minH": 3,
-                    "minW": 3
-                  },
-                  "sm": {
-                    "h": 4,
-                    "w": 8,
-                    "x": 8,
-                    "y": 31,
-                    "minH": 4,
-                    "minW": 3
-                  },
-                  "xl": {
-                    "h": 4,
-                    "w": 12,
-                    "x": 12,
-                    "y": 42,
-                    "minH": 3,
-                    "minW": 3
-                  },
-                  "xxl": {
-                    "h": 4,
-                    "w": 12,
-                    "x": 12,
-                    "y": 42,
-                    "minH": 3,
-                    "minW": 3
-                  }
-                },
-                "quantity": "results.properties.catalytic.catalyst.characterization_methods",
-                "scale": "linear",
-                "showinput": true
-              }
-            ]
-          },
-          "filters_locked": {
-            "quantities": "results.properties.catalytic"
-          },
-          "search_syntaxes": {
-            "exclude": [
-              "free_text"
-            ]
-          }
         }
       }
     },
diff --git a/nomad/config/defaults.yaml b/nomad/config/defaults.yaml
index f11c3622f131c42ba32dacfe4775e2e07c6c1c05..1a21753427eff35f16e0baedd89ac28284e28c16 100644
--- a/nomad/config/defaults.yaml
+++ b/nomad/config/defaults.yaml
@@ -728,8 +728,6 @@ ui:
             definition: atomic_unit_of_time
             locked: true
   apps:
-    exclude:
-    - heterogeneouscatalyst
     options:
       entries:
         label: Entries
@@ -1260,299 +1258,6 @@ ui:
             optimade:
               label: Optimade
               size: m
-      heterogeneouscatalyst:
-        label: Heterogeneous Catalysis
-        path: heterogeneouscatalyst
-        category: Use Cases
-        description: Search heterogeneous catalysts
-        readme: 'This page allows you to search **catalyst and catalysis data**
-          within NOMAD. The filter menu on the left and the shown
-          default columns are specifically designed for Heterogeneous Catalyst
-          exploration. The dashboard directly shows useful
-          interactive statistics about the data.'
-        filters:
-          exclude:
-          - mainfile
-          - entry_name
-          - combine
-        filters_locked:
-          quantities: results.properties.catalytic
-        search_syntaxes:
-          exclude:
-          - free_text
-        columns:
-          selected:
-          - entry_name
-          - results.properties.catalytic.reaction.name
-          - results.properties.catalytic.catalyst.catalyst_type
-          - results.properties.catalytic.catalyst.preparation_method
-          - results.properties.catalytic.catalyst.surface_area
-          options:
-            results.material.elements: {}
-            results.properties.catalytic.catalyst.catalyst_type: {}
-            results.properties.catalytic.catalyst.catalyst_name: {}
-            results.properties.catalytic.catalyst.preparation_method: {label: Preparation}
-            results.properties.catalytic.catalyst.surface_area:
-              format:
-                decimals: 2
-                mode: standard
-              unit: 'm^2/g'
-              label: Surface area
-            results.properties.catalytic.reaction.name: {label: Reaction name}
-            results.properties.catalytic.reaction.type: {label: Reaction class}
-            results.properties.catalytic.reaction.reactants.name: {label: Reactants}
-            results.properties.catalytic.reaction.products.name: {label: Products}
-            references: {}
-            results.material.chemical_formula_hill: {label: Formula}
-            results.material.structural_type: {}
-            results.eln.lab_ids: {}
-            results.eln.sections: {}
-            results.eln.methods: {}
-            results.eln.tags: {}
-            results.eln.instruments: {}
-            entry_name: {label: Name}
-            entry_type: {}
-            mainfile: {}
-            upload_create_time: {label: Upload time}
-            authors: {}
-            comment: {}
-            datasets: {}
-            published: {label: Access}
-        filter_menus:
-          options:
-            material:
-              label: Catalyst Material
-            elements:
-              label: Elements / Formula
-              level: 1
-              size: xl
-            structure:
-              label: Structure / Symmetry
-              level: 1
-            heterogeneouscatalyst:
-              label: Catalytic Properties
-            eln:
-              label: Electronic Lab Notebook
-            custom_quantities:
-              label: User Defined Quantities
-              size: l
-            author:
-              label: Author / Origin / Dataset
-              size: m
-            metadata:
-              label: Visibility / IDs / Schema
-            optimade:
-              label: Optimade
-              size: m
-        dashboard:
-          widgets:
-          - layout:
-              lg: {h: 10, minH: 8, minW: 12, w: 16, x: 0, y: 6}
-              md: {h: 8, minH: 8, minW: 12, w: 12, x: 0, y: 5}
-              sm: {h: 8, minH: 8, minW: 12, w: 12, x: 0, y: 4}
-              xl: {h: 10, minH: 8, minW: 12, w: 16, x: 0, y: 6}
-              xxl: {h: 10, minH: 8, minW: 12, w: 16, x: 0, y: 6}
-            quantity: results.material.elements
-            scale: linear
-            type: periodictable
-          - layout:
-              lg: {h: 6, minH: 3, minW: 3, w: 8, x: 8, y: 0}
-              md: {h: 5, minH: 3, minW: 3, w: 6, x: 6, y: 0}
-              sm: {h: 4, minH: 4, minW: 3, w: 4, x: 4, y: 0}
-              xl: {h: 6, minH: 3, minW: 3, w: 8, x: 8, y: 0}
-              xxl: {h: 6, minH: 3, minW: 3, w: 8, x: 8, y: 0}
-            title: 'Reactants'
-            quantity: results.properties.catalytic.reaction.reactants.name
-            scale: linear
-            showinput: true
-            type: terms
-          - layout:
-              lg: {h: 6, minH: 3, minW: 3, w: 8, x: 0, y: 0}
-              md: {h: 5, minH: 3, minW: 3, w: 6, x: 0, y: 0}
-              sm: {h: 4, minH: 3, minW: 3, w: 4, x: 0, y: 0}
-              xl: {h: 6, minH: 3, minW: 3, w: 8, x: 0, y: 0}
-              xxl: {h: 6, minH: 3, minW: 3, w: 8, x: 0, y: 0}
-            title: 'Reaction Name'
-            quantity: results.properties.catalytic.reaction.name
-            scale: linear
-            showinput: true
-            type: terms
-          - layout:
-              lg: {h: 6, minH: 3, minW: 3, w: 8, x: 16, y: 0}
-              md: {h: 5, minH: 3, minW: 3, w: 6, x: 12, y: 0}
-              sm: {h: 4, minH: 3, minW: 3, w: 4, x: 8, y: 0}
-              xl: {h: 6, minH: 3, minW: 3, w: 8, x: 16, y: 0}
-              xxl: {h: 6, minH: 3, minW: 3, w: 8, x: 16, y: 0}
-            title: 'Products'
-            quantity: results.properties.catalytic.reaction.products.name
-            scale: linear
-            showinput: true
-            type: terms
-          - layout:
-              lg: {h: 5, minH: 3, minW: 3, w: 8, x: 16, y: 6}
-              md: {h: 4, minH: 3, minW: 3, w: 6, x: 12, y: 5}
-              sm: {h: 3, minH: 3, minW: 3, w: 6, x: 0, y: 12}
-              xl: {h: 5, minH: 3, minW: 3, w: 8, x: 16, y: 6}
-              xxl: {h: 5, minH: 3, minW: 3, w: 8, x: 16, y: 6}
-            quantity: results.properties.catalytic.catalyst.preparation_method
-            scale: linear
-            showinput: true
-            type: terms
-          - layout:
-              lg: {h: 5, minH: 3, minW: 3, w: 8, x: 16, y: 11}
-              md: {h: 4, minH: 3, minW: 3, w: 6, x: 12, y: 9}
-              sm: {h: 3, minH: 3, minW: 3, w: 6, x: 6, y: 12}
-              xl: {h: 5, minH: 3, minW: 3, w: 8, x: 16, y: 11}
-              xxl: {h: 5, minH: 3, minW: 3, w: 8, x: 16, y: 11}
-            quantity: results.properties.catalytic.catalyst.catalyst_type
-            scale: linear
-            showinput: true
-            type: terms
-          - autorange: false
-            layout:
-              lg: {h: 5, minH: 3, minW: 8, w: 12, x: 12, y: 21}
-              md: {h: 3, minH: 3, minW: 8, w: 9, x: 9, y: 16}
-              sm: {h: 3, minH: 3, minW: 6, w: 6, x: 6, y: 18}
-              xl: {h: 4, minH: 3, minW: 8, w: 12, x: 12, y: 20}
-              xxl: {h: 4, minH: 3, minW: 8, w: 12, x: 12, y: 20}
-            nbins: 30
-            x:
-              quantity: results.properties.catalytic.reaction.reaction_conditions.weight_hourly_space_velocity
-              unit: 'ml/(g*s)'
-            title: 'Reaction Weight Hourly Space Velocity'
-            scale: linear
-            showinput: false
-            type: histogram
-          - autorange: true
-            layout:
-              lg: {h: 10, minH: 3, minW: 8, w: 12, x: 0, y: 16}
-              md: {h: 6, minH: 3, minW: 8, w: 9, x: 0, y: 13}
-              sm: {h: 6, minH: 3, minW: 6, w: 6, x: 0, y: 15}
-              xl: {h: 8, minH: 3, minW: 8, w: 12, x: 0, y: 16}
-              xxl: {h: 8, minH: 6, minW: 8, w: 12, x: 0, y: 16}
-            markers:
-              color:
-                quantity: results.properties.catalytic.reaction.reactants[*].name
-            size: 1000
-            x:
-              quantity: results.properties.catalytic.reaction.reactants[*].gas_concentration_in
-              title: 'gas concentration (%)'
-            y:
-              quantity: results.properties.catalytic.reaction.reaction_conditions.temperature
-            title: 'Reactant feed concentration vs. Temperature'
-            type: scatterplot
-          - autorange: false
-            layout:
-              lg: {h: 5, minH: 3, minW: 8, w: 12, x: 12, y: 16}
-              md: {h: 3, minH: 3, minW: 8, w: 9, x: 9, y: 13}
-              sm: {h: 3, minH: 3, minW: 6, w: 6, x: 6, y: 15}
-              xl: {h: 4, minH: 3, minW: 8, w: 12, x: 12, y: 16}
-              xxl: {h: 4, minH: 3, minW: 8, w: 12, x: 12, y: 16}
-            nbins: 30
-            x:
-              quantity: results.properties.catalytic.reaction.reaction_conditions.pressure
-              unit: 'bar'
-            title: 'Reaction Pressure'
-            scale: linear
-            showinput: false
-            type: histogram
-          - autorange: true
-            layout:
-              lg: {h: 8, minH: 3, minW: 3, w: 12, x: 0, y: 26}
-              md: {h: 6, minH: 3, minW: 3, w: 9, x: 0, y: 19}
-              sm: {h: 5, minH: 3, minW: 3, w: 6, x: 0, y: 21}
-              xl: {h: 9, minH: 3, minW: 3, w: 12, x: 0, y: 24}
-              xxl: {h: 9, minH: 3, minW: 3, w: 12, x: 0, y: 24}
-            markers:
-              color:
-                quantity: results.properties.catalytic.reaction.reactants[*].name
-            size: 1000
-            title: 'Temperature vs. Conversion'
-            type: scatterplot
-            x:
-              quantity: results.properties.catalytic.reaction.reaction_conditions.temperature
-            y:
-              quantity: results.properties.catalytic.reaction.reactants[*].conversion
-              title: 'Conversion (%)'
-          - autorange: true
-            layout:
-              lg: {h: 8, minH: 3, minW: 3, w: 12, x: 12, y: 26}
-              md: {h: 6, minH: 3, minW: 3, w: 9, x: 9, y: 19}
-              sm: {h: 5, minH: 3, minW: 3, w: 6, x: 6, y: 21}
-              xl: {h: 9, minH: 3, minW: 3, w: 12, x: 12, y: 24}
-              xxl: {h: 9, minH: 3, minW: 3, w: 12, x: 12, y: 24}
-            markers:
-              color:
-                quantity: results.properties.catalytic.reaction.products[*].name
-            size: 1000
-            title: 'Temperature vs. Selectivity'
-            type: scatterplot
-            x:
-              quantity: results.properties.catalytic.reaction.reaction_conditions.temperature
-            y:
-              quantity: results.properties.catalytic.reaction.products[*].selectivity
-              title: 'Selectivity (%)'
-          - autorange: true
-            layout:
-              lg: {h: 8, minH: 3, minW: 3, w: 12, x: 0, y: 34}
-              md: {h: 6, minH: 3, minW: 3, w: 9, x: 0, y: 25}
-              sm: {h: 5, minH: 3, minW: 3, w: 6, x: 0, y: 26}
-              xl: {h: 9, minH: 3, minW: 3, w: 12, x: 0, y: 33}
-              xxl: {h: 9, minH: 3, minW: 3, w: 12, x: 0, y: 33}
-            markers:
-              color:
-                quantity: results.properties.catalytic.reaction.name
-            size: 1000
-            type: scatterplot
-            x:
-              quantity: results.properties.catalytic.reaction.reactants[? name=='molecular oxygen'].conversion
-              title: 'Oxygen Conversion (%)'
-            y:
-              quantity: results.properties.catalytic.reaction.products[? name=='acetic acid'].selectivity
-              title: 'Acetic Acid Selectivity (%)'
-          - autorange: true
-            layout:
-              lg: {h: 8, minH: 3, minW: 3, w: 12, x: 12, y: 34}
-              md: {h: 6, minH: 3, minW: 3, w: 9, x: 9, y: 25}
-              sm: {h: 5, minH: 3, minW: 3, w: 6, x: 6, y: 26}
-              xl: {h: 9, minH: 3, minW: 3, w: 12, x: 12, y: 33}
-              xxl: {h: 9, minH: 3, minW: 3, w: 12, x: 12, y: 33}
-            markers:
-              color:
-                quantity: results.properties.catalytic.catalyst.preparation_method
-            size: 1000
-            type: scatterplot
-            x:
-              quantity: results.properties.catalytic.reaction.reactants[? name=='carbon monoxide'].conversion
-              title: 'Carbon Monoxide Conversion (%)'
-            y:
-              quantity: results.properties.catalytic.reaction.products[? name=='ethanol'].selectivity
-              title: 'Ethanol Selectivity (%)'
-          - autorange: false
-            layout:
-              lg: {h: 4, minH: 3, minW: 8, w: 12, x: 0, y: 42}
-              md: {h: 4, minH: 3, minW: 8, w: 9, x: 0, y: 31}
-              sm: {h: 4, minH: 3, minW: 8, w: 8, x: 0, y: 31}
-              xl: {h: 4, minH: 3, minW: 8, w: 12, x: 0, y: 42}
-              xxl: {h: 4, minH: 3, minW: 8, w: 12, x: 0, y: 42}
-            nbins: 30
-            x:
-              quantity: results.properties.catalytic.catalyst.surface_area
-              unit: 'm^2/g'
-            title: 'Catalyst Surface Area'
-            scale: log
-            showinput: false
-            type: histogram
-          - layout:
-              lg: {h: 4, minH: 3, minW: 3, w: 12, x: 12, y: 42}
-              md: {h: 4, minH: 3, minW: 3, w: 9, x: 9, y: 31}
-              sm: {h: 4, minH: 4, minW: 3, w: 8, x: 8, y: 31}
-              xl: {h: 4, minH: 3, minW: 3, w: 12, x: 12, y: 42}
-              xxl: {h: 4, minH: 3, minW: 3, w: 12, x: 12, y: 42}
-            quantity: results.properties.catalytic.catalyst.characterization_methods
-            scale: linear
-            showinput: true
-            type: terms
 plugins:
   entry_points:
     exclude: