Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
19 changes: 6 additions & 13 deletions data/team/04-marc-gillioz.md
Original file line number Diff line number Diff line change
@@ -1,18 +1,11 @@
## Marc Gillioz
role: Senior scientist
title: Dr.
email: marc.gillioz@gmail.com
website: https://gillioz.github.io/
interests: Deep Learning, Time Series, Industrial Applications
interests: Physics-Informed ML, Time Series, Industrial Applications

Marc is currently working on projects related to hydroelectric power production,
in particular applying data analysis and machine learning techniques to:
- predict strain and fatigue for variable-speed turbines,
- detect anomalies in operational data for better maintenance planning.

At the HES-SO, Marc has also worked on problems related to power systems,
such as power flow optimization through topological changes,
modelling of hydroelectric production and high-voltage grids,
and network reconstruction using Smart Meter data.

Marc's background is in high-energy physics,
with a stint in software engineering.
Marc is a senior scientist applying machine learning solutions
to problems that involve physics. His background is in high-energy physics,
with a stint in software engineering. At the HES-SO, he has worked
mainly on electrical grids and hydroelectric power production.
12 changes: 3 additions & 9 deletions index.html
Original file line number Diff line number Diff line change
Expand Up @@ -686,18 +686,12 @@ <h3>Glory Givi</h3>
</div>
</div>
<div class="collab-card">
<div class="collab-avatar">MG</div>
<img class="collab-photo" src="https://www.gravatar.com/avatar/c12f3f4cc84869eece32ecd88d54a0d9?s=200&d=mp" alt="MG" />
<div class="collab-body">
<h3><a href="https://gillioz.github.io/" target="_blank" rel="noopener">Dr. Marc Gillioz</a></h3>
<div class="collab-interests"><span class="interest-tag">Deep Learning</span><span class="interest-tag">Time Series</span><span class="interest-tag">Industrial Applications</span></div>
<div class="collab-interests"><span class="interest-tag">Physics-Informed ML</span><span class="interest-tag">Time Series</span><span class="interest-tag">Industrial Applications</span></div>
<div class="collab-subtitle">Senior scientist</div>
<p class="collab-bio">Marc is currently working on projects related to hydroelectric power production, in particular applying data analysis and machine learning techniques to:</p>
<ul class="collab-bio-list">
<li>predict strain and fatigue for variable-speed turbines,</li>
<li>detect anomalies in operational data for better maintenance planning.</li>
</ul>
<p class="collab-bio">At the HES-SO, Marc has also worked on problems related to power systems, such as power flow optimization through topological changes, modelling of hydroelectric production and high-voltage grids, and network reconstruction using Smart Meter data.</p>
<p class="collab-bio">Marc&#x27;s background is in high-energy physics, with a stint in software engineering.</p>
<p class="collab-bio">Marc is a senior scientist applying machine learning solutions to problems that involve physics. His background is in high-energy physics, with a stint in software engineering. At the HES-SO, he has worked mainly on electrical grids and hydroelectric power production.</p>
<div class="collab-links"><a class="collab-link" href="https://gillioz.github.io/" target="_blank" rel="noopener">Website →</a></div>
</div>
</div>
Expand Down