diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
index b75205ea..11d41792 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 9167938b..326494ea 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": "d6de20f2",
+   "id": "a6d5631c",
    "metadata": {},
    "source": [
     "*Disclaimer:*\n",
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8aca0a73",
+   "id": "620694a3",
    "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": "8ca10b32",
+   "id": "f5f7aaf0",
    "metadata": {},
    "source": [
     "---\n",
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e9ed9912",
+   "id": "763520bc",
    "metadata": {},
    "source": [
     "```\n",
@@ -69,7 +69,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4d962a49",
+   "id": "c9debb5b",
    "metadata": {},
    "source": [
     "The meaning of the column names is the following:\n",
@@ -84,7 +84,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "878ebb1e",
+   "id": "676a602b",
    "metadata": {},
    "source": [
     "## 2. Looking at the Metal-Insulator Transition\n",
@@ -110,7 +110,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bf62a0e2",
+   "id": "9bcfba53",
    "metadata": {},
    "source": [
     "## 3. Refining the diagram\n",
@@ -127,7 +127,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0b8e7433",
+   "id": "e50d88f9",
    "metadata": {},
    "source": [
     "## 4. Plotting the spectral function\n",
@@ -151,7 +151,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c49bf174",
+   "id": "9c80dc69",
    "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 6560e3d1..a511003f 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 9167938b..326494ea 100644
--- a/tutorials/SVO_os_qe/tutorial.ipynb
+++ b/tutorials/SVO_os_qe/tutorial.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d6de20f2",
+   "id": "a6d5631c",
    "metadata": {},
    "source": [
     "*Disclaimer:*\n",
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8aca0a73",
+   "id": "620694a3",
    "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": "8ca10b32",
+   "id": "f5f7aaf0",
    "metadata": {},
    "source": [
     "---\n",
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e9ed9912",
+   "id": "763520bc",
    "metadata": {},
    "source": [
     "```\n",
@@ -69,7 +69,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4d962a49",
+   "id": "c9debb5b",
    "metadata": {},
    "source": [
     "The meaning of the column names is the following:\n",
@@ -84,7 +84,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "878ebb1e",
+   "id": "676a602b",
    "metadata": {},
    "source": [
     "## 2. Looking at the Metal-Insulator Transition\n",
@@ -110,7 +110,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bf62a0e2",
+   "id": "9bcfba53",
    "metadata": {},
    "source": [
     "## 3. Refining the diagram\n",
@@ -127,7 +127,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0b8e7433",
+   "id": "e50d88f9",
    "metadata": {},
    "source": [
     "## 4. Plotting the spectral function\n",
@@ -151,7 +151,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c49bf174",
+   "id": "9c80dc69",
    "metadata": {},
    "source": [
     "## 5 Visualizing the MIT\n",