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Johannes Margraf

@jtmargraf.bsky.social
177 followers 248 following 34 posts

All day I dream about science! Computational chemistry, machine learning, electronic structure. margraf.uni-bayreuth.de

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Johannes Margraf @jtmargraf.bsky.social · 18/09/2026
Hydrogen orbitals!
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Johannes Margraf @jtmargraf.bsky.social · 21/08/2026
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Johannes Margraf @jtmargraf.bsky.social · 30/07/2026
static.klipy.com
Asterix Drinks Magic Potion
ALT: Asterix Drinks Magic Potion
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Reposted by Johannes Margraf
Karel "CaCO3" Berka @krapnik.bsky.social · 26/07/2026
Sad news to #CompChem Pavel Jungwirth passed away… www.uochb.cz/en/news/811/...
uochb.cz
Pavel Jungwirth, a leading figure in the world of chemistry, has died
The Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences is deeply saddened to announce that on Thursday 23 July 2026, our outstanding colleague, teacher, mentor and…
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Johannes Margraf @jtmargraf.bsky.social · 19/07/2026
Murmeltier
A picture of a Marmite in the mountains
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Johannes Margraf @jtmargraf.bsky.social · 22/04/2026
"We thank the reviewer for their insightful comment."
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Johannes Margraf @jtmargraf.bsky.social · 07/04/2026
We developed a new in-browser data analysis tool for educational purposes called tinyplot. You can try it out here: margrafgroup.github.io/tinyplot/ It uses pyscript, so the first time you use it, there's some overhead of importing the underlying libraries. I'd be really interested in feedback!
margrafgroup.github.io
TinyPlot
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Johannes Margraf @jtmargraf.bsky.social · 31/03/2026
A desert
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Reposted by Johannes Margraf
Avogadro Project @avogadro.cc · 14/03/2026
Avogadro 2.0 drops April 1st — and no, that's not a joke! 🧪⚗️ Now's the perfect time to help improve translations before release. Every language matters for chemistry worldwide. #opensource #openscience hosted.weblate.org/engage/avoga...
hosted.weblate.org
Making sure you're not a bot!
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Reposted by Johannes Margraf
Raunak Farhaz @raunakfarhaz.bsky.social · 08/03/2026
A very good read by @philipcball.bsky.social
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Johannes Margraf @jtmargraf.bsky.social · 06/03/2026
Blue
Blue abstract picture
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Johannes Margraf @jtmargraf.bsky.social · 02/03/2026
I did my first bigger coding project with an llm today (copilot w gpt-5). Usually, for the things I do for research, writing the code is not the time limiting factor, and I do it in python, which I know well. This was for a teaching project involving javascript and html, which I barely know. 1/n
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Reposted by Johannes Margraf
Geoff Hutchison @geoffhutchison.net · 26/02/2026
I share the sad news that Prof. David H. Waldeck passed away after a battle with cancer. Dave was an extraordinarily creative scientist, a devoted educator, and to all of us a friend, mentor, and leader. He will be deeply missed #chemsky #chemchat
Photograph of David Waldeck - in the background is the University of Pittsburgh's Cathedral of Learning
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Reposted by Johannes Margraf
Stefan Bon 🏳️‍🌈🎸🐕 @bonlab.info · 26/02/2026
We are looking for two talented people to join us at the Department of Chemistry at the University of Warwick as assistant professors. Permanent positions. 🧪🍎🥽 warwick-careers.tal.net/vx/appcentre...
warwick-careers.tal.net
Assistant Professor in Chemistry x2 (111367-0226) - University of Warwick
Title: Assistant Professor in Chemistry x2 (111367-0226). Application Deadline: . Position Type: Permanent
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Reposted by Johannes Margraf
Volker Blum @aimsduke.bsky.social · 25/02/2026
Here is Rayan Chakraborty's masterpiece doi.org/10.1021/jacs... showing some new 3D halide perovskites. That's very rare! Again, thanks to Department of Energy, NSF and Duke Climate Initiative. Oh, and a modest 3672 atom DFT simulation probing the local order (along with many other simulations)!
doi.org
Local Symmetry Breaking in 3D Hybrid Perovskites with 3-Hydroxyazetidinium
Two-dimensional (2D) hybrid perovskite semiconductors with nonprimary ammonium cations (NPACs) have recently attracted interest for spin-optoelectronics owing to the symmetry-breaking distortions in their crystal structures. However, implementing this design strategy in three-dimensional (3D) analogs remains largely unexplored, primarily due to stricter restrictions on cation size. Here, we introduce a family of 3D hybrid perovskites (3DHPs), ASnX3, where A = 3-hydroxyazetidinium (AzOH; +NH2(CH2)2CHOH) and X = Cl, Br, and I. The choice of a bulky NPAC, coupled with the incorporation of a polar group (−OH), targets broken symmetry within the 3D frameworks. While single-crystal X-ray diffraction analysis reveals spatially averaged centrosymmetric cubic (i.e., Pm-3m space group) unit cells, with the largest lattice parameters among existing ASnX3 analogs, first-principles molecular dynamics and electronic structure calculations indicate that the relatively fixed dipoles of AzOH within the SnX6-derived framework introduce local inversion asymmetry and spin polarization. By incorporating a polar cation with limited mobility into the 3D perovskite framework, (AzOH)SnX3 unlocks potential for spin-optoelectronics, photovoltaics, ferroelectrics, and nonlinear optics.
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Johannes Margraf @jtmargraf.bsky.social · 25/02/2026
📢 We're hiring a PhD student in ML for Materials Chemistry at Uni Bayreuth! Apply if you're into atomistic simulations and the intersections between physics, chemistry and ML. We offer a great environment in one of the nicest towns in Germany. Apply here: bit.ly/4aPBgE9. #compchem #chemsky
uni-bayreuth.de
Job advertisement of the University of Bayreuth  - Chair of Physical Chemistry V: Theory and Machine Learning
Fixed-Term Research Associate (m/f/d, E13 TV-L, 67%) in the field of Machine Learning for Materials Chemistry
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Johannes Margraf @jtmargraf.bsky.social · 25/02/2026
Bubbles 2
Abstract blue and yellow picture with some bubbles on the right side.
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Johannes Margraf @jtmargraf.bsky.social · 22/02/2026
That mix of disappointment and relief when weekend plans get canceled at the last minute. I'm sure there's a German word for that. (I'm German. There isn't.)
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Johannes Margraf @jtmargraf.bsky.social · 21/02/2026
What's your favorite example of the computational discovery/prediction of a new material? #chemsky
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Johannes Margraf @jtmargraf.bsky.social · 21/02/2026
Bubbles
Abstract picture that looks like bubbles are  leaving a coarse cube downwards.
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Reposted by Johannes Margraf
Lars Fischer @fischblog.bsky.social · 17/02/2026
Hi #chemsky, I have been asked to come up with chemistry ideas for a new teaching format at german schools that focuses on democracy. What's lacking are ideas how to use chemistry in this context. So what could be the chemistry of democracy and how do you present it in a school lesson?
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Johannes Margraf @jtmargraf.bsky.social · 16/02/2026
Hello bluesky, I'm a theoretical chemist at University of Bayreuth. My group works on atomistic modeling of energy materials with electronic structure methods and ML. I'm hoping to connect to other #compchem and #materials folks!
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