diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
index 40df0454..3dea2b1e 100644
Binary files a/.doctrees/environment.pickle and b/.doctrees/environment.pickle differ
diff --git a/.doctrees/nbsphinx/tutorials/SVO_os_qe/tutorial.ipynb b/.doctrees/nbsphinx/tutorials/SVO_os_qe/tutorial.ipynb
index 2fdbbccc..43124038 100644
--- a/.doctrees/nbsphinx/tutorials/SVO_os_qe/tutorial.ipynb
+++ b/.doctrees/nbsphinx/tutorials/SVO_os_qe/tutorial.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "09a181a3",
+   "id": "8c07e7ed",
    "metadata": {},
    "source": [
     "*Disclaimer:*\n",
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1560ce41",
+   "id": "fe6e86eb",
    "metadata": {},
    "source": [
     "Hello and welcome to the first part of the tutorial for solid_dmft. Here we will guide to set up and run your first DMFT calculations. \n",
@@ -31,7 +31,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "44284080",
+   "id": "36541d27",
    "metadata": {},
    "source": [
     "---\n",
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1cb15db8",
+   "id": "1e42bd43",
    "metadata": {},
    "source": [
     "```\n",
@@ -69,7 +69,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4442761c",
+   "id": "006300fa",
    "metadata": {},
    "source": [
     "The meaning of the column names is the following:\n",
@@ -84,7 +84,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bf3d06e9",
+   "id": "c53ab3e9",
    "metadata": {},
    "source": [
     "## 2. Looking at the Metal-Insulator Transition\n",
@@ -110,7 +110,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2e9ae185",
+   "id": "b1e6f8c4",
    "metadata": {},
    "source": [
     "## 3. Refining the diagram\n",
@@ -127,7 +127,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3690aea9",
+   "id": "7152c9f1",
    "metadata": {},
    "source": [
     "## 4. Plotting the spectral function\n",
@@ -151,7 +151,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f642d509",
+   "id": "10a326b5",
    "metadata": {},
    "source": [
     "## 5 Visualizing the MIT\n",
diff --git a/.doctrees/tutorials/Ce2O3_csc_w90/tutorial.doctree b/.doctrees/tutorials/Ce2O3_csc_w90/tutorial.doctree
index 4d018983..3c5afdb8 100644
Binary files a/.doctrees/tutorials/Ce2O3_csc_w90/tutorial.doctree and b/.doctrees/tutorials/Ce2O3_csc_w90/tutorial.doctree differ
diff --git a/tutorials/SVO_os_qe/tutorial.ipynb b/tutorials/SVO_os_qe/tutorial.ipynb
index 2fdbbccc..43124038 100644
--- a/tutorials/SVO_os_qe/tutorial.ipynb
+++ b/tutorials/SVO_os_qe/tutorial.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "09a181a3",
+   "id": "8c07e7ed",
    "metadata": {},
    "source": [
     "*Disclaimer:*\n",
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1560ce41",
+   "id": "fe6e86eb",
    "metadata": {},
    "source": [
     "Hello and welcome to the first part of the tutorial for solid_dmft. Here we will guide to set up and run your first DMFT calculations. \n",
@@ -31,7 +31,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "44284080",
+   "id": "36541d27",
    "metadata": {},
    "source": [
     "---\n",
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1cb15db8",
+   "id": "1e42bd43",
    "metadata": {},
    "source": [
     "```\n",
@@ -69,7 +69,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4442761c",
+   "id": "006300fa",
    "metadata": {},
    "source": [
     "The meaning of the column names is the following:\n",
@@ -84,7 +84,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bf3d06e9",
+   "id": "c53ab3e9",
    "metadata": {},
    "source": [
     "## 2. Looking at the Metal-Insulator Transition\n",
@@ -110,7 +110,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2e9ae185",
+   "id": "b1e6f8c4",
    "metadata": {},
    "source": [
     "## 3. Refining the diagram\n",
@@ -127,7 +127,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3690aea9",
+   "id": "7152c9f1",
    "metadata": {},
    "source": [
     "## 4. Plotting the spectral function\n",
@@ -151,7 +151,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f642d509",
+   "id": "10a326b5",
    "metadata": {},
    "source": [
     "## 5 Visualizing the MIT\n",