diff --git a/_config.yml b/_config.yml index 1cd5153796..15a9cb9914 100644 --- a/_config.yml +++ b/_config.yml @@ -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 diff --git a/_layouts/talk.html b/_layouts/talk.html index 665b488ec8..611cf955e0 100644 --- a/_layouts/talk.html +++ b/_layouts/talk.html @@ -26,7 +26,13 @@

{{ page.title }}

Register {% endunless %} - {% if page.presentation %} + {% if page.presentations %} + {% for p in page.presentations %} + + Presentation{% if p.speaker %} — {{ p.speaker }}{% endif %} + + {% endfor %} + {% elsif page.presentation %} Presentation @@ -61,7 +67,19 @@

Overview

{{ content }}
- {% if page.video %} + {% if page.videos %} +
+

Watch the recordings

+ {% for v in page.videos %} + {% if v.speaker %}

{{ v.speaker }}

{% endif %} +
+ +
+ {% endfor %} +
+ {% elsif page.video %}

Watch the recording

diff --git a/_talks/2026_05_20.html b/_talks/2026_05_20.html index b8d5ad09c7..3b840626fa 100644 --- a/_talks/2026_05_20.html +++ b/_talks/2026_05_20.html @@ -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 - - +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 --- The (R)evolution of Scientific Workflows in the Agentic AI era: Towards Autonomous Science
@@ -54,22 +62,3 @@ synergy between LLMs and scientific workflows in materials science.

- -Agentic AI for experiments and data analyses at the APS
-Du Ming, Xiangyu Yin (Argone National Laboratory) - -

- -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. - -

diff --git a/_talks/2026_07_23.html b/_talks/2026_07_23.html new file mode 100644 index 0000000000..9a1dff6b26 --- /dev/null +++ b/_talks/2026_07_23.html @@ -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 + + + +--- + +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. + +

diff --git a/files/talks/20260520-Jannsen-llm-agents.pdf b/files/talks/20260520-Jannsen-llm-agents.pdf new file mode 100644 index 0000000000..0ba1d1d1bc Binary files /dev/null and b/files/talks/20260520-Jannsen-llm-agents.pdf differ diff --git a/files/talks/20260520-Woong-Agentic.pdf b/files/talks/20260520-Woong-Agentic.pdf new file mode 100644 index 0000000000..ecfe23fafd Binary files /dev/null and b/files/talks/20260520-Woong-Agentic.pdf differ