Small updates

Author: mfherbst

news/2026/01/addfpt-marvel.md

@@ -9,4 +9,4 @@ startpage   = true
 {{newsheader}}
 
 **13.01.2026**
-Our work on [Algorithmic Differentiation for plane-wave DFT](https://doi.org/10.1038/s41524-025-01880-3) has been featured as a scientific highlight from the MARVEL collaboration: [see the article by Nicola Nosengo](https://nccr-marvel.ch/highlights/AD-DFPT-Herbst).
+Our work on [**Algorithmic Differentiation for plane-wave DFT**](https://doi.org/10.1038/s41524-025-01880-3) has been featured as a [**scientific highlight**](https://nccr-marvel.ch/highlights/AD-DFPT-Herbst) from the MARVEL collaboration: [see the article by Nicola Nosengo](https://nccr-marvel.ch/highlights/AD-DFPT-Herbst).

news/2026/01/cecam-ml-software.md

@@ -11,6 +11,8 @@ startpage   = true
 **19.01 - 21.01.2026**
 **Michael** will speak at the CECAM workshop
 [**A roadmap for an atomistic machine learning software ecosystem**](https://www.cecam.org/workshop-details/1376).
-In his contribution he will provide an overview of *Atomistic modelling using the Julia language: Software integration across research communities*.
+In his contribution he will provide an overview of
+[*Atomistic modelling using the Julia language: Software integration across research communities*](https://michael-herbst.com/talks/2026.01.20_CECAM_ML_Roadmap.pdf).
+[[Slides]](https://michael-herbst.com/talks/2026.01.20_CECAM_ML_Roadmap.pdf)
 
 [![Conference logo](/assets/2026.01.19_CECAM_atomistic_ML.jpg)](https://www.cecam.org/workshop-details/1376)

news/2026/01/dftk-verification.md

@@ -8,11 +8,10 @@ startpage   = true
 
 {{newsheader}}
 
-**15.01.2026** Due to recent efforts from **Bruno Ploumhans** in re-running the
+**15.01.2026** Recently **Bruno Ploumhans** from our team has been running the
 [**virtual oxide verification study** by Bosoni *et. al.*](https://doi.org/10.1038/s42254-023-00655-3)
-with the **density-functional toolkit (DFTK)**,
-our code is now fully included in the interactive results shown on
-[https://acwf-verification.materialscloud.org/](https://acwf-verification.materialscloud.org/).
-
+with the **density-functional toolkit (DFTK)**.
+Our code is now fully included in the interactive results shown on
+[https://acwf-verification.materialscloud.org/](https://acwf-verification.materialscloud.org/). General agreement with other codes is excellent, save a few examples on the bottom right of the periodic table, where we are currently investigating the deviations.
 
 [![Website screenshot](/assets/2026.01.15_DFTK_verification.png)](https://acwf-verification.materialscloud.org/)