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1 change: 1 addition & 0 deletions _config.yml
Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
# Site settings
title: Workflows Community Initiative
subtitle: Bringing the Scientific Workflows Community Together
url: https://workflows.community

markdown: kramdown
enable-mathjax: yes
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22 changes: 20 additions & 2 deletions _layouts/talk.html
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Expand Up @@ -26,7 +26,13 @@ <h1>{{ page.title }}</h1>
<a href="https://docs.google.com/forms/d/1XTJFRJ5Ivu2-Z-i9dnq2umv-OuE2UlVreea_dLawd2c"
target="_blank" class="btn btn-primary talk-cta-btn">Register</a>
{% endunless %}
{% if page.presentation %}
{% if page.presentations %}
{% for p in page.presentations %}
<a href="{{ p.file }}" target="_blank" class="btn btn-outer">
<i class="fa fa-file"></i> Presentation{% if p.speaker %} &mdash; {{ p.speaker }}{% endif %}
</a>
{% endfor %}
{% elsif page.presentation %}
<a href="{{ page.presentation }}" target="_blank" class="btn btn-outer">
<i class="fa fa-file"></i> Presentation
</a>
Expand Down Expand Up @@ -61,7 +67,19 @@ <h2>Overview</h2>
<div class="talk-content">{{ content }}</div>
</section>

{% if page.video %}
{% if page.videos %}
<section class="talk-section">
<h3>Watch the recordings</h3>
{% for v in page.videos %}
{% if v.speaker %}<h4>{{ v.speaker }}</h4>{% endif %}
<div class="talk-video">
<iframe src="{{ v.url }}" title="YouTube video player" frameborder="0"
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
</div>
{% endfor %}
</section>
{% elsif page.video %}
<section class="talk-section">
<h3>Watch the recording</h3>
<div class="talk-video">
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39 changes: 14 additions & 25 deletions _talks/2026_05_20.html
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@@ -1,15 +1,23 @@
---
layout: talk
title: "The Agentic Revolution: Lightning Sessions on Agentic Workflows"
authors: Woong Shin, Jan Janssen, Du Ming, Xiangyu Yin
title: "The Agentic Revolution: Double Bill on Agentic Workflows"
authors: Woong Shin, Jan Janssen
event_date: May 20, 2026
times: 11:00am PST / 2:00pm EST / 20:00 CEST
talk_number: 13
speakers: [woong_shin, jan_janssen,ming_du, xiangyu_yin]
given: false
speakers: [woong_shin, jan_janssen]
given: true
image: /images/talks/agentic_banner.jpg
<!-- presentation: /files/talks/20260415-AgenticRevolution.pdf -->
<!-- video: https://www.youtube.com/embed/TPAz4bbmW_0?si=JO3ARdoIYRji-TKl -->
presentations:
- speaker: Woong Shin
file: /files/talks/20260520-Woong-Agentic.pdf
- speaker: Jan Janssen
file: /files/talks/20260520-Jannsen-llm-agents.pdf
# videos:
# - speaker: Woong Shin
# url: https://www.youtube.com/embed/REPLACE
# - speaker: Jan Janssen
# url: https://www.youtube.com/embed/REPLACE
---

<strong>The (R)evolution of Scientific Workflows in the Agentic AI era: Towards Autonomous Science</strong><br />
Expand Down Expand Up @@ -54,22 +62,3 @@
synergy between LLMs and scientific workflows in materials science.

<br /><br />

<strong>Agentic AI for experiments and data analyses at the APS</strong><br />
<em>Du Ming, Xiangyu Yin (Argone National Laboratory)</em>

<br /><br />

We will introduce the current efforts of using vision language model (VLM) agents
for automated and low-barrier beamline operations and data processing algorithm
research. We first present Experiment Automation Agents (EAA), an agent capable
of controlling beamline instruments and making decisions based on image semantics,
with a few cases demonstrating how it automates and democratizes experimental
operations at APS beamlines. We will then introduce works on agentic data
processing, which includes PEAR, a domain-expert system that tunes
ptychographic reconstruction hyperparameters using reconstructed image as
feedback, and Pty-Chi-Evolve, an auto-research agent that autonomously searches
for regularization operators during iterative reconstructions to enhance result
quality.

<br /><br />
27 changes: 27 additions & 0 deletions _talks/2026_07_23.html
Original file line number Diff line number Diff line change
@@ -0,0 +1,27 @@
---
layout: talk
title: "Agentic AI for experiments and data analyses at the APS"
authors: Du Ming, Xiangyu Yin (Argonne National Laboratory)
event_date: July 23, 2026
times: 11:00am PST / 2:00pm EST / 20:00 CEST
talk_number: 14
speakers: [ming_du, xiangyu_yin]
given: false
<!-- image: /images/talks/REPLACE.jpg -->
<!-- presentation: /files/talks/REPLACE.pdf -->
<!-- video: https://www.youtube.com/embed/REPLACE -->
---

We will introduce the current efforts of using vision language model (VLM) agents
for automated and low-barrier beamline operations and data processing algorithm
research. We first present Experiment Automation Agents (EAA), an agent capable
of controlling beamline instruments and making decisions based on image semantics,
with a few cases demonstrating how it automates and democratizes experimental
operations at APS beamlines. We will then introduce works on agentic data
processing, which includes PEAR, a domain-expert system that tunes
ptychographic reconstruction hyperparameters using reconstructed image as
feedback, and Pty-Chi-Evolve, an auto-research agent that autonomously searches
for regularization operators during iterative reconstructions to enhance result
quality.

<br /><br />
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