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diff --git a/vlasiator_run_2.yaml b/vlasiator_run_2.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..47f04d44c444ad32ca8fc040f08cf810cb4b85e6
--- /dev/null
+++ b/vlasiator_run_2.yaml
@@ -0,0 +1,89 @@
+schema_version: v0.5.0
+dataset_version: v0.1.0
+
+output:
+  variables:
+    mask: [grid_index, mask_feature]
+    static: [grid_index, static_feature]
+    state: [time, grid_index, state_feature]
+  coord_ranges:
+    time:
+      start: '1970-01-01T00:00:00'
+      end: '1970-01-01T00:13:20'
+      step: PT1S
+  chunking:
+    time: 1
+  splitting:
+    dim: time
+    splits:
+      train:
+        start: '1970-01-01T00:00:00'
+        end: '1970-01-01T00:12:00'
+        compute_statistics:
+          ops: [mean, std, diff_mean, diff_std]
+          dims: [grid_index, time]
+      val:
+        start: '1970-01-01T00:12:00'
+        end: '1970-01-01T00:12:20'
+      test:
+        start: '1970-01-01T00:12:20'
+        end: '1970-01-01T00:13:20'
+
+inputs:
+  state:
+    path: data/run_2.zarr
+    dims: [time, x, z]
+    variables:
+      - Bx
+      - By
+      - Bz
+      - Ex
+      - Ey
+      - Ez
+      - vx
+      - vy
+      - vz
+      - rho
+      - P
+      - T
+    dim_mapping:
+      time:
+        method: rename
+        dim: time
+      grid_index:
+        method: stack
+        dims: [x, z]
+      state_feature:
+        method: stack_variables_by_var_name
+        name_format: "{var_name}"
+    target_output_variable: state
+
+  mask:
+    path: data/static.zarr
+    dims: [x, z]
+    variables:
+      - mask
+    dim_mapping:
+      grid_index:
+        method: stack
+        dims: [x, z]
+      mask_feature:
+        method: stack_variables_by_var_name
+        name_format: "{var_name}"
+    target_output_variable: mask
+
+  static:
+    path: data/static.zarr
+    dims: [x, z]
+    variables:
+      - xx
+      - zz
+      - r
+    dim_mapping:
+      grid_index:
+        method: stack
+        dims: [x, z]
+      static_feature:
+        method: stack_variables_by_var_name
+        name_format: "{var_name}"
+    target_output_variable: static
diff --git a/vlasiator_run_3.yaml b/vlasiator_run_3.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ed1cd929bad59530edb18b9c1619e794c8a79d8f
--- /dev/null
+++ b/vlasiator_run_3.yaml
@@ -0,0 +1,89 @@
+schema_version: v0.5.0
+dataset_version: v0.1.0
+
+output:
+  variables:
+    mask: [grid_index, mask_feature]
+    static: [grid_index, static_feature]
+    state: [time, grid_index, state_feature]
+  coord_ranges:
+    time:
+      start: '1970-01-01T00:00:00'
+      end: '1970-01-01T00:13:20'
+      step: PT1S
+  chunking:
+    time: 1
+  splitting:
+    dim: time
+    splits:
+      train:
+        start: '1970-01-01T00:00:00'
+        end: '1970-01-01T00:12:00'
+        compute_statistics:
+          ops: [mean, std, diff_mean, diff_std]
+          dims: [grid_index, time]
+      val:
+        start: '1970-01-01T00:12:00'
+        end: '1970-01-01T00:12:20'
+      test:
+        start: '1970-01-01T00:12:20'
+        end: '1970-01-01T00:13:20'
+
+inputs:
+  state:
+    path: data/run_3.zarr
+    dims: [time, x, z]
+    variables:
+      - Bx
+      - By
+      - Bz
+      - Ex
+      - Ey
+      - Ez
+      - vx
+      - vy
+      - vz
+      - rho
+      - P
+      - T
+    dim_mapping:
+      time:
+        method: rename
+        dim: time
+      grid_index:
+        method: stack
+        dims: [x, z]
+      state_feature:
+        method: stack_variables_by_var_name
+        name_format: "{var_name}"
+    target_output_variable: state
+
+  mask:
+    path: data/static.zarr
+    dims: [x, z]
+    variables:
+      - mask
+    dim_mapping:
+      grid_index:
+        method: stack
+        dims: [x, z]
+      mask_feature:
+        method: stack_variables_by_var_name
+        name_format: "{var_name}"
+    target_output_variable: mask
+
+  static:
+    path: data/static.zarr
+    dims: [x, z]
+    variables:
+      - xx
+      - zz
+      - r
+    dim_mapping:
+      grid_index:
+        method: stack
+        dims: [x, z]
+      static_feature:
+        method: stack_variables_by_var_name
+        name_format: "{var_name}"
+    target_output_variable: static
diff --git a/vlasiator_run_4.yaml b/vlasiator_run_4.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..85043665a5fe79c623c156db2696ef0c90ab9652
--- /dev/null
+++ b/vlasiator_run_4.yaml
@@ -0,0 +1,89 @@
+schema_version: v0.5.0
+dataset_version: v0.1.0
+
+output:
+  variables:
+    mask: [grid_index, mask_feature]
+    static: [grid_index, static_feature]
+    state: [time, grid_index, state_feature]
+  coord_ranges:
+    time:
+      start: '1970-01-01T00:00:00'
+      end: '1970-01-01T00:13:20'
+      step: PT1S
+  chunking:
+    time: 1
+  splitting:
+    dim: time
+    splits:
+      train:
+        start: '1970-01-01T00:00:00'
+        end: '1970-01-01T00:12:00'
+        compute_statistics:
+          ops: [mean, std, diff_mean, diff_std]
+          dims: [grid_index, time]
+      val:
+        start: '1970-01-01T00:12:00'
+        end: '1970-01-01T00:12:20'
+      test:
+        start: '1970-01-01T00:12:20'
+        end: '1970-01-01T00:13:20'
+
+inputs:
+  state:
+    path: data/run_4.zarr
+    dims: [time, x, z]
+    variables:
+      - Bx
+      - By
+      - Bz
+      - Ex
+      - Ey
+      - Ez
+      - vx
+      - vy
+      - vz
+      - rho
+      - P
+      - T
+    dim_mapping:
+      time:
+        method: rename
+        dim: time
+      grid_index:
+        method: stack
+        dims: [x, z]
+      state_feature:
+        method: stack_variables_by_var_name
+        name_format: "{var_name}"
+    target_output_variable: state
+
+  mask:
+    path: data/static.zarr
+    dims: [x, z]
+    variables:
+      - mask
+    dim_mapping:
+      grid_index:
+        method: stack
+        dims: [x, z]
+      mask_feature:
+        method: stack_variables_by_var_name
+        name_format: "{var_name}"
+    target_output_variable: mask
+
+  static:
+    path: data/static.zarr
+    dims: [x, z]
+    variables:
+      - xx
+      - zz
+      - r
+    dim_mapping:
+      grid_index:
+        method: stack
+        dims: [x, z]
+      static_feature:
+        method: stack_variables_by_var_name
+        name_format: "{var_name}"
+    target_output_variable: static