diff --git a/content/en/docs/about/_index.md b/content/en/docs/about/_index.md
new file mode 100644
index 0000000000000000000000000000000000000000..0982ce5908fd62b7b29bd6d6e99b6cdb2cb01203
--- /dev/null
+++ b/content/en/docs/about/_index.md
@@ -0,0 +1,23 @@
+---
+title: "About DAIC"
+weight: 1
+description: >
+ Overview of the Delft AI Cluster (DAIC) and its role in high-performance computing at TU Delft.
+---
+
+### What is an HPC cluster?
+
+A high-performance computing (HPC) cluster is a collection of interconnected compute resources (like CPUs, GPUs, memory, and storage) shared among a group of users. These resources work together to perform lengthy and computationally intensive tasks that would be too large or too slow on a single computer. HPC is especially useful for modern scientific computing applications, where datasets are typically large, models are complex, and computations require specialized hardware (such as GPUs or FPGAs).
+
+
+### What is DAIC?
+
+The Delft AI Cluster (DAIC), formerly known as INSY-HPC (or simply “HPC”), is a TU Delft high-performance computing cluster consisting of Linux [compute nodes (i.e., servers)](/docs/system/#compute-nodes) with substantial processing power and memory for running large, long, or GPU-enabled jobs.
+
+What started in 2015 as a CS-only cluster has grown to serve researchers across many TU Delft departments. Each expansion has continued to support the needs of computer science and AI research. Today, DAIC nodes are organized into [partitions](/docs/manual/job-submission/partitions/) that correspond to the groups contributing those resources. (See [Contributing departments](/docs/introduction/contributors-funders/#contributing-departments) and [TU Delft clusters comparison](/docs/introduction/tud-clusters/).)
+
+{{< figure src="/img/DAIC_partitions.png" caption="DAIC partitions and access/usage best practices" ref="fig:daic_partitions" width="750px">}}
+
+
+
+
diff --git a/content/en/docs/introduction/advisors-impact.md b/content/en/docs/about/advisors-impact.md
similarity index 58%
rename from content/en/docs/introduction/advisors-impact.md
rename to content/en/docs/about/advisors-impact.md
index 9d728444dddc9b7a12fddf06fab1bfdb02ccc62a..78b3624fdca6a2e608b536f4dfd7a9c41f182940 100644
--- a/content/en/docs/introduction/advisors-impact.md
+++ b/content/en/docs/about/advisors-impact.md
@@ -1,28 +1,29 @@
---
title: "Advisors and Impact"
weight: 2
-
+description: >
+ Meet the DAIC advisory board and learn how to cite, acknowledge, and measure the scientific impact of DAIC.
---
## Advisory board
+
{{< cardpane >}}
{{< card header="Thomas Abeel" title="Department of Intelligent Systems" subtitle="Pattern Recognition and Bioinformatics group">}}
<img src="/img/thomas.abeel.png" alt="Thomas Abeel" width="500" height="600">
{{< /card >}}
- {{< card header="Frans Oliehoek" title="Department of Intelligent Systems" subtitle="Interactive Intelligence group">}}
+ {{< card header="Frans Oliehoek" title="Department of Intelligent Systems" subtitle="Sequential Decision Making group">}}
<img src="/img/frans.oliehoek.png" alt="Frans Oliehoek" width="500" height="600">
{{< /card >}}
- {{< card header="Asterios Katsifodimos" title="Software Technology Department" subtitle="Web Informatics group">}}
+
+ {{< card header="Asterios Katsifodimos" title="Software Technology Department" subtitle="Data-intensive Systems group">}}
<img src="/img/asterios.katsifodimos.png" alt="Asterios Katsifodimos" width="500" height="600">
{{< /card >}}
{{< /cardpane >}}
-
-
## Citation and Acknowledgement
-To help demonstrate the impact of DAIC, we ask that you both _**cite**_ and _**acknowledge**_ DAIC in your scientific publications. Please use the following formats:
+To help demonstrate the impact of DAIC, we ask that you both _**cite**_ and _**acknowledge**_ DAIC in your scientific publications. Please use one of the following formats:
{{< tabpane langEqualsHeader=true >}}
@@ -42,7 +43,6 @@ Delft AI Cluster (DAIC). (2024). The Delft AI Cluster (DAIC), RRID:SCR_025091. h
}
{{< /tab >}}
-
{{< tab header="**RIS(EndNote/RefMan)**" lang=ris >}}
TY - DATA
T1 - The Delft AI Cluster (DAIC), RRID:SCR_025091
@@ -53,33 +53,29 @@ PY - 2024
{{< /tabpane >}}
-
{{< card header="**Acknowledgement text**" >}}
Research reported in this work was partially or completely facilitated by computational resources and support of the Delft AI Cluster (DAIC) at TU Delft (RRID: <a href="https://doi.org/10.4233/rrid:scr_025091">SCR_025091</a>), but remains the sole responsibility of the authors, not the DAIC team.
{{< /card >}}
-
## Scientific impact in numbers
-Since 2015, DAIC has facilitated more than 2000 scientific outputs from the various DAIC-participating departments:
+Since 2015, DAIC has facilitated more than 2,000 scientific outputs from participating departments:
| | Article | Conference/Meeting contribution | Book/Book chapter/Book editing | Dissertation (TU Delft) | Abstract | Other | Editorial | Patent | **Grand Total** |
-| --------------- | --------------------- | -------------------- | ------------------------ | ---------------- | --------- | -------------- | ----------------------------- | ------------------------- | --------------- |
-| **Grand Total** | 1067 | 854 | 123 | 99 | 69 | 32 | 29 | 8 | **2281** |
+|-----------------|---------|----------------------------------|--------------------------------|--------------------------|----------|--------|-----------|--------|------------------|
+| **Grand Total** | 1067 | 854 | 123 | 99 | 69 | 32 | 29 | 8 | **2281** |
-These outputs span a wide range of application areas, with titles reflecting an emphasis on data analysis and machine learning:
+These outputs span a wide range of research areas. Title analysis highlights frequent use of terms related to data analysis and machine learning:
-{{< figure src="/img/common_words_outputs.png" caption="Wordcloud of the most common words in titles of Scientific outputs produced via DAIC" ref="fig:daic_wordcloud">}}
+{{< figure src="/img/common_words_outputs.png" caption="Word cloud of the most common words in scientific output titles using DAIC" ref="fig:daic_wordcloud">}}
{{% alert title="Reference" color="info" %}}
-
-The table and wordcloud provided here are based on retrospective retrieval of all DAIC users' scientific outputs between 2015-2023 from TU Delft's Pure database.
-The data has been generated by the [Strategic Development – Data Insights team](https://www.youtube.com/watch?v=RIq_-TEIkQI).
-
+The table and word cloud are based on retrospective retrieval of scientific outputs (2015–2023) from TU Delft’s Pure database.
+Data was generated by the [Strategic Development – Data Insights team](https://www.youtube.com/watch?v=RIq_-TEIkQI).
{{% /alert %}}
## Publications using DAIC
{{% alert title="Note" color="info" %}}
-he compilation of the following list is done retrospectively by the Data Insights team and/or is based on self-reporting by individual researchers. As a result, it may not be exhaustive nor complete. If your publication is missing, please let us know by posting it to the [ScientificOutput MatterMost channel](https://mattermost.tudelft.nl/daic/channels/scientificoutput).
+The following list is compiled retrospectively by the Data Insights team and/or based on self-reported contributions. As a result, it may be incomplete. If your publication is missing, please share it via the [ScientificOutput Mattermost channel](https://mattermost.tudelft.nl/daic/channels/scientificoutput).
{{% /alert %}}
diff --git a/content/en/docs/introduction/contributors-funders.md b/content/en/docs/about/contributors-funders.md
similarity index 64%
rename from content/en/docs/introduction/contributors-funders.md
rename to content/en/docs/about/contributors-funders.md
index 09045e43f524ef1537e0a27e5dcc7feea3150d37..788afed161a5cc88bff5fe4d74fff20786cbc28f 100644
--- a/content/en/docs/introduction/contributors-funders.md
+++ b/content/en/docs/about/contributors-funders.md
@@ -1,33 +1,29 @@
---
title: "Contributors and funding"
+description: >
+ Overview of departments and funding sources contributing to DAIC.
weight: 1
---
-The Delft AI Cluster (DAIC) - formerly known as INSY-HPC or just plainly HPC- was initiated within the INSY department in 2015. Later, resources were joined with ST, collectively called _CS@Delft_, and with other departments across faculties in subsequent expansion cycles.
+The Delft AI Cluster (DAIC)—formerly known as INSY-HPC or simply HPC—was initiated within the INSY department in 2015. In later phases, resources were merged with the ST department (collectively called _CS@Delft_) and expanded further with contributions from other departments across multiple faculties.
+
{{% alert title="Joining DAIC?" color="primary" %}}
If you are interested in joining DAIC as a contributor, please contact us via this [TopDesk DAIC Contact Us form](https://tudelft.topdesk.net/tas/public/ssp/content/serviceflow?unid=889f49ca2fe440539cbd713918432046&openedFromService=true).
{{% /alert %}}
-
-
-
## Contributing departments
-
-
-The cluster is available (only) to users from participating departments, and access can be arranged through the department's contact persons (see [Access and accounts](/docs/policies#access-and-accounts)).
+The cluster is available only to users from participating departments. Access is arranged through your department’s contact persons (see [Access and accounts](/docs/policies#access-and-accounts)).
<table>
-<caption> Table 1: Current partitions within DAIC and contributing TU Delft departments/faculties.
-</caption>
+<caption>Table 1: Current DAIC-contributing TU Delft departments/faculties</caption>
<thead>
<tr>
<th>I</th>
- <th>DAIC partition</th>
<th>Contributor</th>
<th>Faculty</th>
<th>Faculty abbreviation (English/Dutch)</th>
@@ -36,90 +32,79 @@ The cluster is available (only) to users from participating departments, and acc
<tbody>
<tr>
<td>1</td>
- <td>3dgi</td>
- <td><a href="https://3d.bk.tudelft.nl/"><img src="/img/logo_3dgi.png" height=20 width=60/>3D Geoinformation</a></td>
- <td rowspan="2"><a href="https://www.tudelft.nl/en/architecture-and-the-built-environment"> Faculty of Architecture and the Built Environment</a></td>
+ <td><a href="https://3d.bk.tudelft.nl/"><img src="/img/logo_3dgi.png" height="20" width="60"/>3D Geoinformation</a></td>
+ <td rowspan="2"><a href="https://www.tudelft.nl/en/architecture-and-the-built-environment">Faculty of Architecture and the Built Environment</a></td>
<td rowspan="2">ABE/BK</td>
</tr>
- <tr>
+ <tr>
<td>2</td>
- <td></td>
<td><a href="https://www.tudelft.nl/en/architecture-and-the-built-environment/about-the-faculty/departments/architecture">Architecture</a></td>
</tr>
<tr>
<td>3</td>
- <td>asm</td>
- <td> <a href="https://www.tudelft.nl/en/ae/organisation/departments/aerospace-structures-and-materials"> <img src="/img/logo_asm.png" height=20 width=70/> Aerospace Structures and Materials</a></td>
+ <td><a href="https://www.tudelft.nl/en/ae/organisation/departments/aerospace-structures-and-materials"><img src="/img/logo_asm.png" height="20" width="70"/>Aerospace Structures and Materials</a></td>
<td rowspan="2"><a href="https://www.tudelft.nl/en/ae">Faculty of Aerospace Engineering</a></td>
<td rowspan="2">AE/LR</td>
</tr>
- <tr>
+ <tr>
<td>4</td>
- <td></td>
- <td> <a href="https://www.tudelft.nl/en/ae/organisation/departments/control-and-operations"> Control and Operations</a></td>
+ <td><a href="https://www.tudelft.nl/en/ae/organisation/departments/control-and-operations">Control and Operations</a></td>
</tr>
<tr>
<td>5</td>
- <td>imphys</td>
<td><a href="https://www.tudelft.nl/en/faculty-of-applied-sciences/about-faculty/departments/imphys">Imaging Physics</a></td>
<td><a href="https://www.tudelft.nl/en/faculty-of-applied-sciences">Faculty of Applied Sciences</a></td>
<td>AS/TNW</td>
</tr>
<tr>
<td>6</td>
- <td>cor</td>
- <td><a href="https://www.tudelft.nl/me/over/afdelingen/cognitive-robotics-cor"><img src="/img/logo_cor.png" height=20 width=70/>Cognitive Robotics</a></td>
+ <td><a href="https://www.tudelft.nl/me/over/afdelingen/cognitive-robotics-cor"><img src="/img/logo_cor.png" height="20" width="70"/>Cognitive Robotics</a></td>
<td><a href="https://www.tudelft.nl/en/me">Faculty of Mechanical Engineering</a></td>
<td>ME</td>
</tr>
<tr>
<td>7</td>
- <td>grs</td>
<td><a href="https://www.tudelft.nl/citg/over-faculteit/afdelingen/geoscience-remote-sensing">Geoscience & Remote Sensing</a></td>
- <td><a href="https://www.tudelft.nl/en/ceg">Faculty Of Civil Engineering and Geosciences</a></td>
+ <td><a href="https://www.tudelft.nl/en/ceg">Faculty of Civil Engineering and Geosciences</a></td>
<td>CEG/CiTG</td>
</tr>
<tr>
<td>8</td>
- <td>influence</td>
- <td rowspan="4"><a href="https://www.tudelft.nl/en/eemcs/the-faculty/departments/intelligent-systems">Intelligent Systems</a></td>
- <td rowspan="6"><a href="https://www.tudelft.nl/en/eemcs">Faculty of Electrical Engineering, Mathematics & Computer Science</a></td>
- <td rowspan="6">EEMCS/EWI</td>
- </tr>
- <tr>
- <td>8</td>
- <td>prb</td>
- </tr>
- <tr>
+ <td><a href="https://www.tudelft.nl/en/eemcs/the-faculty/departments/intelligent-systems">Intelligent Systems</a></td>
+ <td rowspan="3"><a href="https://www.tudelft.nl/en/eemcs">Faculty of Electrical Engineering, Mathematics & Computer Science</a></td>
+ <td rowspan="3">EEMCS/EWI</td>
</tr>
<tr>
<td>9</td>
- <td>insy</td>
+ <td><a href="https://www.tudelft.nl/ewi/over-de-faculteit/afdelingen/software-technology">Software Technology</a></td>
</tr>
<tr>
<td>10</td>
- <td>st</td>
- <td><a href="https://www.tudelft.nl/ewi/over-de-faculteit/afdelingen/software-technology">Software Technology</a></td>
- </tr>
- <tr>
- <td>11</td>
- <td></td>
<td><a href="https://sps.ewi.tudelft.nl/">Signal Processing Systems</a>, <a href="https://microelectronics.tudelft.nl/">Microelectronics</a></td>
</tr>
-
</tbody>
</table>
+
+{{% alert title="Note" color="primary" %}}
+To check the corresponding nodes or servers for each department, see the [Cluster Specification](/docs/system#compute-nodes) page.
+{{% /alert %}}
+
+
+
## Funding sources
-In addition to funding received from departmental sources, DAIC has also been financially supported by the following projects and granting sources:
+
+In addition to funding from contributing departments, DAIC has received support from the following projects and funding sources:
{{< cardpane >}}
- {{< card header="NWO" title="" subtitle="" >}}
+
+ {{< card header="NWO" >}}
<a href="https://www.nwo.nl/en/researchprogrammes/nwo-talent-programme/projects-vidi">
<img src="https://bscs.umcg.nl/nl/wp-content/uploads/sites/2/2022/07/VIDI2.png" height=180 width=100/>
</a>
{{< /card >}}
- {{< card header="Horizon 2020" title="" subtitle="" >}}
+
+ {{< card header="Horizon 2020" >}}
<a href="https://research-and-innovation.ec.europa.eu/funding/funding-opportunities/funding-programmes-and-open-calls/horizon-2020_en">
<img src="/img/logo_eu-horizon2020.png" >
</a>
@@ -128,28 +113,31 @@ In addition to funding received from departmental sources, DAIC has also been fi
{{< /cardpane >}}
{{< cardpane >}}
-{{< card header="Epistemic AI" title="" subtitle="" >}}
+
+ {{< card header="Epistemic AI" >}}
<a href="https://www.epistemic-ai.eu/home">
<img src="/img/logo-epistemic-ai.png" />
</a>
{{< /card >}}
- {{< card header="MMLL" title="" subtitle="" >}}
+ {{< card header="MMLL" >}}
<a href="https://www.st.ewi.tudelft.nl/~mtjspaan/mmll/index_en.html">
<img src="/docs/introduction/images/funders_MMLLlogo.png" height=150 width=350 />
</a>
{{< /card >}}
+
{{< /cardpane>}}
{{< cardpane >}}
- {{< card header="Booking.com" title="" subtitle="" >}}
+
+ {{< card header="Booking.com" >}}
<a href="https://www.booking.com/">
<img src="https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fassets-global.website-files.com%2F658f265af26f3187eb6b03b0%2F65fa9bd046a7b0dba64008fe_1280px-Booking.com_logo.svg-p-500.png&data=05%7C02%7CA.E.Ahmed%40tudelft.nl%7C5897e06bc0cf49e02a5b08dc7a51e22b%7C096e524d692940308cd38ab42de0887b%7C0%7C0%7C638519739312808690%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C0%7C%7C%7C&sdata=KacApWStt6AIp2SeMlR2MqzHxoVuou7aJZuS7%2BwjXpY%3D&reserved=0" height=150 width=270/>
</a>
{{< /card >}}
- {{< card header="D-STANDARD" title="" subtitle="" >}}
+ {{< card header="D-STANDARD" >}}
<a href="https://d-standart.eu/">
<img src="https://www.nccuk.com/media/yiubuee4/d-standart_logotype_rvb_basique.png" height=150 width=270 />
</a>
@@ -159,12 +147,12 @@ In addition to funding received from departmental sources, DAIC has also been fi
{{< cardpane >}}
- {{< card header="Model-Driven Decisions Lab (MoDDL)" title="" subtitle="" >}}
+ {{< card header="Model-Driven Decisions Lab (MoDDL)" >}}
<a href="https://www.tudelft.nl/en/moddl191223"> MoDDL
</a>
- {{< /card >}}
+ {{< /card >}}
- {{< card header="Immersive Tech Lab" title="" subtitle="" >}}
+ {{< card header="Immersive Tech Lab" >}}
Immersive Technology Lab, part of <a href="https://convergence.nl/launch-of-two-convergence-ai-labs/">
Convergence AI
</a>
diff --git a/content/en/docs/introduction/daic.BibTeX b/content/en/docs/about/daic.BibTeX
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diff --git a/content/en/docs/introduction/_index.md b/content/en/docs/introduction/_index.md
deleted file mode 100644
index 177b9185820caf5398700e383604ba34269d8913..0000000000000000000000000000000000000000
--- a/content/en/docs/introduction/_index.md
+++ /dev/null
@@ -1,19 +0,0 @@
----
-title: "Introduction"
-weight: 1
-description: >
- What are the foundational components of DAIC?
----
-
-### What is an HPC cluster?
-A High Performance Computing (HPC) cluster, is a collection of (large) computing resources, like Processors (CPUs), Graphics processors (GPUs), Memory and Storage, that are shared among a group of users. Using multiple computers as such makes it possible to perform lengthy and resource-intense computations beyond the capabilities of a single computer, and is especially handy for modern scientific computing applications where datasets are typically large in size, models are big in parameters' size and complexity, and computations need specialized hardware (like GPUs and FPGAs).
-
-
-### What is DAIC?
-
-The Delft AI Cluster (DAIC), formerly known as INSY-HPC or just plainly HPC, is a TU Delft High Performance Computing (HPC) cluster consisting of Linux [compute nodes (ie servers)](docs/system/#compute-nodes) with a lot of processing power and memory for running large, long or GPU-enabled jobs.
-
-From a CS only cluster in 2015, DAIC has grown in time to serve researchers across many TU Delft departments but maintained the needs of CS and AI in each expansion phase. Today, DAIC nodes are organized as [partitions](/docs/manual/job-submission/partitions/) that correspond to the groups contributing these resources. (See [Contributing departments](/docs/introduction/contributors-funders/#contributing-departments) and [TU Delft clusters comparison](/docs/introduction/tud-clusters/)).
-
-
-{{< figure src="/img/DAIC_partitions.png" caption="DAIC partitions and access/usage best practices" ref="fig:daic_partitions" width="750px">}}
diff --git a/content/en/docs/introduction/tud-clusters.md b/content/en/docs/system/tud-clusters.md
similarity index 97%
rename from content/en/docs/introduction/tud-clusters.md
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index 94fcffd20047d8e2f938ffacd189af511421f7f6..54e7140dae53ae5e133a2d9ee291820eb4b12bd8 100644
--- a/content/en/docs/introduction/tud-clusters.md
+++ b/content/en/docs/system/tud-clusters.md
@@ -1,7 +1,8 @@
---
-title: "TU Delft clusters comparison"
-weight: 3
-
+title: "Cluster comparison"
+weight: 6
+description: >
+ Overview of the clusters available to TU Delft researchers, including DAIC, DelftBlue, and DAS.
---
## Cluster comparison