diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
index 8af9a228..e1145435 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 140b62ed..b872bc43 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": "681f32ea",
+   "id": "951a916d",
    "metadata": {},
    "source": [
     "*Disclaimer:*\n",
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1fd6f128",
+   "id": "3a54777d",
    "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": "f7c6fd60",
+   "id": "0c59c552",
    "metadata": {},
    "source": [
     "---\n",
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "954d621b",
+   "id": "1de6ae7e",
    "metadata": {},
    "source": [
     "```\n",
@@ -69,7 +69,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d202422d",
+   "id": "43a33468",
    "metadata": {},
    "source": [
     "The meaning of the column names is the following:\n",
@@ -84,7 +84,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a24d3e41",
+   "id": "10f2592a",
    "metadata": {},
    "source": [
     "## 2. Looking at the Metal-Insulator Transition\n",
@@ -110,7 +110,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d1f27d40",
+   "id": "5dc2d4e3",
    "metadata": {},
    "source": [
     "## 3. Refining the diagram\n",
@@ -127,7 +127,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6ebaff87",
+   "id": "b50d9b93",
    "metadata": {},
    "source": [
     "## 4. Plotting the spectral function\n",
@@ -151,7 +151,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e447eddf",
+   "id": "9674a2a0",
    "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 8aed2e19..ff55f168 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 140b62ed..b872bc43 100644
--- a/tutorials/SVO_os_qe/tutorial.ipynb
+++ b/tutorials/SVO_os_qe/tutorial.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "681f32ea",
+   "id": "951a916d",
    "metadata": {},
    "source": [
     "*Disclaimer:*\n",
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1fd6f128",
+   "id": "3a54777d",
    "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": "f7c6fd60",
+   "id": "0c59c552",
    "metadata": {},
    "source": [
     "---\n",
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "954d621b",
+   "id": "1de6ae7e",
    "metadata": {},
    "source": [
     "```\n",
@@ -69,7 +69,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d202422d",
+   "id": "43a33468",
    "metadata": {},
    "source": [
     "The meaning of the column names is the following:\n",
@@ -84,7 +84,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a24d3e41",
+   "id": "10f2592a",
    "metadata": {},
    "source": [
     "## 2. Looking at the Metal-Insulator Transition\n",
@@ -110,7 +110,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d1f27d40",
+   "id": "5dc2d4e3",
    "metadata": {},
    "source": [
     "## 3. Refining the diagram\n",
@@ -127,7 +127,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6ebaff87",
+   "id": "b50d9b93",
    "metadata": {},
    "source": [
     "## 4. Plotting the spectral function\n",
@@ -151,7 +151,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e447eddf",
+   "id": "9674a2a0",
    "metadata": {},
    "source": [
     "## 5 Visualizing the MIT\n",