projects and literature

_config.yml

@@ -29,7 +29,7 @@ repository               : "illiumst" # GitHub username/repo-name e.g. "mmistake
 teaser                   : "/assets/images/headshot.jpg" # path of fallback teaser image, e.g. "/assets/images/500x300.png"
 logo                     : # path of logo image to display in the masthead, e.g. "/assets/images/88x88.png"
 masthead_title           : "portfolio" # overrides the website title displayed in the masthead, use " " for no title
-breadcrumbs              : true # true, false (default)
+breadcrumbs              : false # true, false (default)
 words_per_minute         : 200
 reCaptcha:
   siteKey                :
@@ -263,8 +263,10 @@ defaults:
       show_date: true
 
 scholar:
-  style: modern-language-association
+  style: acm-siggraph
   bibliography: _bibliography.bib
+  repository: "./assets/publications"
+  bibliography_template: bibtemplate
   source: ""
   sort_by: year,month
   order: descending

_includes/reference.html

@@ -0,0 +1,5 @@
+<hr>
+<header><h4 class="nav__title"><i class="fas fa-book"></i> Reference</h4></header>
+
+{% bibliography --cited --group_by none %}
+<hr>

_layouts/bibtemplate.html

@@ -0,0 +1,7 @@
+---
+---
+{{reference}}
+
+{% if link %}
+  <br><a href="{{link}}"><button class="btn btnId btnPub--download" style="outline:none; position:relative;white-space: normal;">PDF</button></a>
+{% endif %}

_layouts/single.html

@@ -48,6 +48,9 @@ layout: default
             </nav>
           </aside>
         {% endif %}
+        {% if page.categories contains 'research' %}
+          {% include reference.html %}
+        {% endif %}
         {{ content }}
         {% if page.link %}<div><a href="{{ page.link }}" class="btn btn--primary">{{ site.data.ui-text[site.locale].ext_link_label | default: "Direct Link" }}</a></div>{% endif %}
       </section>

_posts/projects/2018-02-01-innomi.md

@@ -2,7 +2,7 @@
 layout: single
 title:  "Mobile Internet Innovations"
 categories: projects
-excerpt: "Aiming to make Bavaria more economically strong by transferring innovations from the university to industry at an early stage."
+excerpt: "Aiming to strengthen Bavaria by transferring innovations from the university to industry at an early stage."
 header:
   teaser: assets/images/projects/innomi.png
 
@@ -10,4 +10,14 @@ header:
 
 ![logo](/assets/images/projects/innomi.png){: .align-left style="padding:0.1em; width:5em"}
 
+This research project ([Innomi](https:\\innomi.org)) as part of the [Zentrum Digitalisierung.Bayern (ZDB)](https://www.bayern-innovativ.de/de/unternehmen/zdb) builds on the various preliminary projects that were financed by the Bavarian Ministry of Economic Affairs and took place with various Bavarian companies.
+It aims to increase Bavaria's economic strength by transferring innovations from university to industry at an early stage.
 
+Since 2016, [Innomi](https:\\innomi.org) serves as the funding backbone of research for the [Mobile Distributed Systems Chair](https:\\mobile.ifi.lmu.de). This allowed our team to perform research on various topics with students and industry partners. This resulted in many scientific contributions:
+
+{% cite zorn23surprise %}, {% cite gabor2022self %}, {% cite muller2020soccer %}, {% cite gabor2019self %}, {% cite elsner2019deep %}, {% cite friedrich2020hybrid %}, {% cite sedlmeier2020policy %}, {% cite muller2020acoustic %}, {% cite feld2018trajectory %}, {% cite illium2020meantime %}, {% cite illium2020surgical %}, {% cite muller2020analysis %}, {% cite muller2021acoustic %}, {% cite gabor2021goals %}, {% cite illium2021visual %}; just to reference a few of them.
+
+Additionally, and me in the role as editor in chief (online), [Digitale Welt Magazin (DW)](https://digitaleweltmagazin.de) fullfilled the purpose of connecting the industry to recent topics in the ongoing process of digitization.
+Also *Innomi* allowed us to organize two conferences [Digicon](https://digitaleweltmagazin.de/digicon/) and under my administration [OpenMunich](https://openmunich.eu/).
+
+{% details_link zorn23surprise %}

_posts/projects/2019-02-24-water-networks.md

@@ -10,3 +10,34 @@ header:
 ---
 
 ![Leaking pipe image](/assets/images/projects/pipe_leak.png){: .align-left style="padding:0.1em; width:5em"}
+
+In cooperation with the Munich City Services ([Stadtwerke München (SWM)](https://www.swm.de/)), we researched the possibilities of leakage detection in real-world water networks.
+Therefore, we installed contact microphones directly on the infrastructure in one of Munich's suburbs. {% cite muller2021acoustic%}
+
+<center>
+    <figure class="half" style="max-width: 70%; text-align:center;">
+
+    <img src="\assets\images\projects\pipe_leak\1fe8265e-ff21-4e9c-8a2a-2ebcaec41728.jpeg"  style="margin-bottom: 0em;">
+
+    <img src="\assets\images\projects\pipe_leak\8d2364f1-1b03-480d-9ed3-09d548f47383.jpeg"  style="margin-bottom: 0em;">
+
+    </figure>
+</center><br>
+
+The feasibility study revealed the technical limitations of this undertaking. Nonetheless, we gain valuable insights. Through audio-to-mel spectrogram transformations and the power of machine learning, deep neural networks (conv. and recurrent) are more capable of extracting important features for the given task than classic ML approaches.
+In this context, our team was able to produce further publications. {% cite elsner2019deep illium2020surgical muller2020analysis illium2022empirical%}
+
+
+<center>
+    <figure class="half" style="max-width: 70%; text-align:center;">
+
+    <img src="\assets\images\projects\pipe_leak\5ea8f0ee-6c61-4835-944c-b77683d397ca.jpeg" style="margin-bottom: 0em;">
+
+    <img src="\assets\images\projects\pipe_leak\cc01cc58-d3f6-4220-b4f4-c7ea26b3a116.jpeg" style="margin-bottom: 0em;">
+
+    </figure>
+</center><br>
+
+This project ran from late 2018 until the early months of 2020.
+
+{% include reference.html %}

_posts/research/2020-06-01-ood-classification.md

@@ -13,3 +13,5 @@ One critical prerequisite for the deployment of reinforcement learning systems i
 {% cite sedlmeier2020peoc %}
 
 ![PEOC Performance](\assets\figures\6_ood_performance.jpg){:style="display:block; margin-left:auto; margin-right:auto"}
+
+

_sass/minimal-mistakes/_base.scss

@@ -312,7 +312,7 @@ figure {
     > a,
     > img {
 
-      width: calc(15% - 0.5em);
+      width: calc(15% - 0.2em);
     }
 
     figcaption {

publications.md

@@ -34,6 +34,9 @@ Please see for yourself. :hugs:
     <a href="https://www.mobile.ifi.lmu.de/team/steffen-illium/" style="vertical-align:middle">
     <img src="/assets/images/research/lmu.png" style="margin-bottom: 0em;">LMU</a>
 
+    <a href="https://www.semanticscholar.org/author/Steffen-Illium/51893497" style="vertical-align:middle">
+    <img src="/assets/images/research/semschol.png" style="margin-bottom: 0em;">Semantic</a>
+
     </figure>
 </center>