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Oliver Steinbock

@osteinbock.bsky.social
327 followers 555 following 209 posts

Chemistry professor studying chemical self-organization and far-from-equilibrium processes. Opinions are my own and not the views of FSU.

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Reposted by Oliver Steinbock
John Kane @johnkane.bsky.social · 23/09/2026
In today's Tea for Teaching podcast, @osteinbock.bsky.social joins us to discuss how he has used AI tools to create music, providing multimodal content to assist students in learning thermodynamics. @chemistryfsu.bsky.social @cyberthread.bsky.social teaforteaching.podbean.com/e/chemistry-...
teaforteaching.podbean.com
Chemistry and Music | Tea for Teaching
Providing students with multimodal content can increase student learning, but creating such material can be costly and time consuming. In this episode, Oliver Steinbock joins us to discuss how he has ...
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Oliver Steinbock @osteinbock.bsky.social · 16/09/2026
Kenneth Showalter passed away on June 4th. Ken was a leader in the field of nonlinear dynamics. We remember some of his accomplishments in this short paper that just appeared in Chaos: doi.org/10.1063/5.03...
Photo of Ken Showalter sitting on a bench in a forest.
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Oliver Steinbock @osteinbock.bsky.social · 09/08/2026
new ACS logo dropped
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Oliver Steinbock @osteinbock.bsky.social · 09/08/2026
Lecture videos of the AI Bootcamp @chemistryfsu.bsky.social are now on YouTube (link below). Our event will continue on Wedn 08/19, covering copyright, misinformation, AI alignment, AI in natural product research, career planning with AI & a panel discussion with experts from industry and academia.
Photo of Department Chair Wei Yang opening the first AI Bootcamp at FSU in the Kroto Lecture Hall.
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Oliver Steinbock @osteinbock.bsky.social · 05/08/2026
Our AI Bootcamp is starting tomorrow, Thursday 08/06, at 9:00 am 😀🤖 The first day includes introductory and LLM-use lectures, hands-on activities, and a guest talk on autonomous labs by Elias Nakouzi (PNNL). @wenzhulab.bsky.social See you in CSL1003.
FSU AI Bootcamp poster in garnet&gold colors, showing a cute robot saying "Everyone is welcome". Dates and registration QR code. Organizers: Wen Zhu and Oliver Steinbock
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Reposted by Oliver Steinbock
C&EN (Chemical & Engineering News) @cenmag.bsky.social · 09/07/2026
Using artificial intelligence to generate catchy lyrics and music, a Florida State University chemist created a playlist of songs to assist students in learning about thermodynamics. cen.acs.org/physical-che... #chemsky 🧪
Using AI songs to learn physical chemistry.
Musical format aims to make concepts and equations easier to grasp and remember.
by Victoria Atkinson.
A collage of images showing faces, mathematics, and other symbols related to thermodynamics.
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Oliver Steinbock @osteinbock.bsky.social · 06/07/2026
Expanding objects with a "hard" interface can form patterns if the selection of the breach sites has an age bias. In this new Phys Rev Res paper by Amari Morris, we show that for chemical gardens, this bias follows stretched exponentials that approach scale-free power laws. doi.org/10.1103/t5gt...
Photos of two chemical garden patterns in a Hele-Shaw cell with central injection of CoCl2 solution into a silicate solution.
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Oliver Steinbock @osteinbock.bsky.social · 03/07/2026
Do stains of dried urine reveal chemical composition? Our new paper "Machine Learning-Enabled Image Analysis of Complex Chemical Mixtures: Synthetic Urine Droplets as a Test System" looks into this question ... doi.org/10.1021/acs....
doi.org
Machine Learning-Enabled Image Analysis of Complex Chemical Mixtures: Synthetic Urine Droplets as a Test System
Dried droplet deposits encode compositional information through evaporation-driven self-organization, offering a potential low-cost sensing modality for chemical analyses. Here, we evaluate the feasib...
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Reposted by Oliver Steinbock
Nature Reviews Chemistry @natrevchem.nature.com · 25/06/2026
dlvr.it
Making chemistry sing with AI
Nature Reviews Chemistry, Published online: 25 June 2026; doi:10.1038/s41570-026-00849-0Artificial intelligence (AI) opens up classroom creativity, enabling students and instructors to generate chemistry-themed songs with ease. This playful approach may enhance engagement, support memorization of complex concepts, and prompt critical reflection on the role of generative AI in education.
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Oliver Steinbock @osteinbock.bsky.social · 24/05/2026
Turn-of-the-century impressionist painting? Wakulla Springs, Florida -- today. #Renoir #Seurat
unprocessed,uncropped photo of Wakulla Springs that looks a bit like a painting
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Oliver Steinbock @osteinbock.bsky.social · 13/04/2026
New preprint. Machine learning can predict chemical composition from simple photos of dried drop stains, but does it still work for complex mixtures like synthetic urine? We collected 70,000 images and tried it ... doi.org/10.26434/che...
doi.org
Machine Learning-Enabled Image Analysis of Complex Chemical Mixtures: Synthetic Urine Droplets as a Test System | ChemRxiv
Dried droplet deposits encode compositional information through evaporation-driven self-organization, offering a potential low-cost sensing modality for chemical analysis. Here, we evaluate the feasibility of inferring solute concentrations and pH from ...
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Oliver Steinbock @osteinbock.bsky.social · 11/04/2026
Our recent APL Machine Learning abstract as a slow K-pop song 🎶 🇰🇷🎵 Enjoy!! suno.com/s/mUwia4C6uu...
APL ML Abstract screenshot: Image-based identification of solutes from dried drop stains offers a low-cost, scalable alternative to traditional chemical analysis, enabled by artificial intelligence and annotated image libraries. While recent advances in robotic droplet imaging have facilitated the collection of such datasets, experimental acquisition remains a key bottleneck. Here, we explore whether synthetic image generation can supplement or replace real data in the context of salt classification. Using Stable Diffusion with low-rank adaptation, we generate 133 000 synthetic images from as few as N = 1–128 experimental images per salt across seven common inorganic solutes.
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Oliver Steinbock @osteinbock.bsky.social · 25/02/2026
New preprint posted on ChemRxiv: "Charge-Selective Adsorption of Organic Molecules in Microfluidic Mg(OH)2 Precipitate Membranes" chemrxiv.org/doi/full/10....
chemrxiv.org
Charge-Selective Adsorption of Organic Molecules in Microfluidic Mg(OH)2 Precipitate Membranes | ChemRxiv
The porous mineral structures of alkaline hydrothermal vent chimneys have been proposed as natural concentrators of dissolved organic molecules, potentially addressing the longstanding dilution problem in deep-sea origin-of-life hypotheses. Here, we use ...
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Oliver Steinbock @osteinbock.bsky.social · 12/02/2026
New paper on arXiv arxiv.org/abs/2602.07183. We show that the aging of precipitate membranes and chemical gardens controls pattern formation by favoring growth at freshly formed regions. This time dependence follows stretched exponentials that transition to a scale-free power law.
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Oliver Steinbock @osteinbock.bsky.social · 08/12/2025
great idea!
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Oliver Steinbock @osteinbock.bsky.social · 18/10/2025
Marangoni convection meets chemical waves in the BZ reaction, where small pillars cause flower-like patterns. New paper from a collaboration with Azam Gholami, Detlef Lohse, and others. advanced.onlinelibrary.wiley.com/doi/full/10....
advanced.onlinelibrary.wiley.com
Symmetry Breaking in Chemical Systems: Engineering Complexity Through Self‐Organization and Marangoni Flows
We show that solutal Marangoni flows in thin films climbing the outer surfaces of hydrophilic obstacles break circular Belousov-Zhabotinsky waves into striking flower-like patterns. Evaporation-drive....
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Reposted by Oliver Steinbock
Wen Zhu Lab @wenzhulab.bsky.social · 16/10/2025
Today in our #RareDiseaseThursday spotlight: Argininosuccinate synthetase deficiency (ASSD), a urea cycle disorder caused by pathogenic variants in ASS1, impairing the conversion of citrulline+aspartate to argininosuccinate. This leads to long-term neurological damage.
PDB 2NZ2
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Oliver Steinbock @osteinbock.bsky.social · 19/09/2025
Some thoughts on grading ... if you want to see how ThermoTutor is doing it, check out thermo-tutor.qwyzzee.com #HigherEd #Chemistry #STEM #college #thermodynamics #pchem
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Oliver Steinbock @osteinbock.bsky.social · 19/09/2025
My photo is in Discover magazine! Looks great 😀
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Reposted by Oliver Steinbock
Wen Zhu Lab @wenzhulab.bsky.social · 17/09/2025
Congrats Wen! 🎉🎉➡️FSU chemist earns $2.1 million NIH grant to investigate molecular causes of disease: news.fsu.edu/news/science...
news.fsu.edu
FSU chemist earns $2.1 million NIH grant to investigate molecular causes of disease
A Florida State University researcher has received a multi-million-dollar grant to investigate the role enzymes — which influence nearly every process in
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Oliver Steinbock @osteinbock.bsky.social · 16/09/2025
Over the past summer, I built an AI-powered learning platform for thermodynamics students. It’s called ThermoTutor. Here’s a short manifesto on what it does and why I think it’s useful: thermo-tutor.qwyzzee.com
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Reposted by Oliver Steinbock
thermotutor.bsky.social @thermotutor.bsky.social · 12/09/2025
Quick introduction to ThermoTutor. Get personalized thermodynamics tutoring with instant feedback and follow-up conversations. This 3-minute demo shows how ThermoTutor works, from problem selection to grading to asking follow-up questions. #chemistry #studyhelp #pchem
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Reposted by Oliver Steinbock
Wen Zhu Lab @wenzhulab.bsky.social · 12/09/2025
Succinate dehydrogenase (SDH) uniquely powers both the TCA cycle & electron transport chain. SDH mutations cause SDH deficiency, disrupting energy metabolism & leading to developmental delays. #RareDiseaseThursday
PDB: 8GS8
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Reposted by Oliver Steinbock
Wen Zhu Lab @wenzhulab.bsky.social · 28/08/2025
KARS1 encodes lysyl-tRNA synthetase. Biallelic KARS mutations cause KARS syndrome, a severe disorder that affects multiple organs, particularly the nervous system. #RareDiseaseThursday
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Oliver Steinbock @osteinbock.bsky.social · 24/07/2025
Our new paper describes a synthetic "cell" that moves over superhydrophobic surfaces. It consists of an H2O2 drop and a chemical garden tube that spins like a propeller or orbits around a large internal O2 bubble; bursting causes repeating cm-scale motion. @softmatter.rsc.org doi.org/10.1039/D5SM...
doi.org
Co-motion of catalytic tubes and host droplets on superhydrophobic surfaces
The ability to convert chemical energy into directed motion is a defining feature of living systems and a central goal in the design of synthetic active matter. Here, we report a self-propelling syste...
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Reposted by Oliver Steinbock
Bryan Kudisch @bkudisch.bsky.social · 21/07/2025
The abstract submission deadline for our symposium is TODAY! Submit your abstract at sermacs-swrm2025.abstractcentral.com/submission before it’s too late; I hope to see you all in sunny Orlando this October!
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Reposted by Oliver Steinbock
Wen Zhu Lab @wenzhulab.bsky.social · 22/07/2025
Congratulations to Julia and Adwaith for completing the 2025 Young Scholar Program and research symposium. It was a joy having you both in lab and we are very proud of you!
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Oliver Steinbock @osteinbock.bsky.social · 22/07/2025
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Oliver Steinbock @osteinbock.bsky.social · 04/07/2025
List of so-called "chatGPT words". This is annoying ... do we look "suspicious" now if we write any those?! I have already cut back on the longer em dash -- 😠 www.nytimes.com/2025/07/02/h...
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Reposted by Oliver Steinbock
Wen Zhu Lab @wenzhulab.bsky.social · 03/07/2025
Transaldolase deficiency is a rare metabolic disorder affecting the pentose phosphate pathway, leading to liver dysfunction, growth delays, and skin abnormalities. It’s caused by mutations in the TALDO1 gene. Early diagnosis is key to managing symptoms. #RareDiseaseThursday
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Oliver Steinbock @osteinbock.bsky.social · 30/06/2025
The bony-eared assfish has the smallest known brain-body mass ratio of all vertebrates ... well, it has to be someone 😆 en.wikipedia.org/wiki/Brain%E...
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Oliver Steinbock @osteinbock.bsky.social · 30/06/2025
Two salt stains formed when NaHCO3 (baking soda) drops 💧 evaporate. We used these amazing patterns to measure the hardness of tap water with 25 ppm accuracy. For details on this AI-powered photo 📷 method, see: doi.org/10.1021/acs....
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Oliver Steinbock @osteinbock.bsky.social · 28/06/2025
Playing around with a modified Gray-Scott model. The unmodified version consists of two coupled nonlinear reaction-diffusion equations capturing U+2V -> 3V V -> P We are watching the time evolution of V(x,y).
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Oliver Steinbock @osteinbock.bsky.social · 26/06/2025
🤔 What if classic probability puzzles could be encoded in chemistry? We mapped the Monty Hall problem into a deterministic chemical reaction network using mass-action kinetics. Curious? ... then check out our latest paper with @wenzhulab.bsky.social in @pccp.rsc.org doi.org/10.1039/D5CP...
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Oliver Steinbock @osteinbock.bsky.social · 26/06/2025
We show that water hardness can be detected from simple photos using AI and large image libraries. As the limescale stains are faint, we amplify the effect of the Ca/Mg ions by reporter salts such as NaHCO3. Check out our paper in ES&T doi.org/10.1021/acs....
doi.org
Water Hardness from Photos of Dried Drop Stains: Reporter Salts Enable Low-Concentration Detection
Water hardness is critical in domestic and industrial systems, typically measured by titration, atomic absorption spectroscopy, or inductively coupled plasma mass spectrometry. Here, we present a nove...
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Reposted by Oliver Steinbock
Wen Zhu Lab @wenzhulab.bsky.social · 06/06/2025
On #RareDiseaseThursday, learn about Ribose-phosphate isomerase deficiency: an ultra-rare autosomal recessive disorder causing leukoencephalopathy, developmental delays, and spinocerebellar atrophy. Fewer than 10 cases known; metabolic testing matters!
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Reposted by Oliver Steinbock
Wen Zhu Lab @wenzhulab.bsky.social · 29/05/2025
Fructose-1,6-bisphosphatase deficiency is a rare metabolic disorder characterized by impaired gluconeogenesis. Without this enzyme, the body can't maintain blood sugar, leading to hypoglycemia, lactic acidosis, and coma. #RareDiseaseThursday
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Oliver Steinbock @osteinbock.bsky.social · 24/05/2025
Before and after. OpenAI just discovered chemistry ... pretty big step for integrating things
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Oliver Steinbock @osteinbock.bsky.social · 10/05/2025
Exploring extreme conditions, former group member Pamela Knoll (now UK Centre for Astrobiology) is currently on a field trip to Iceland, collecting samples to understand what we can expect on other planetary bodies 🦠🌋🧫
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Oliver Steinbock @osteinbock.bsky.social · 07/05/2025
Picture from my grad course last semester ... the Lorenz attractor. Every initial condition eventually ends up on this strangely beautiful object, following deterministic chaos.
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Oliver Steinbock @osteinbock.bsky.social · 03/05/2025
This new paper studied whether multimodal GPT-4o can identify composition from salt stains left by drying solution drops. It got 57% correct; guessing gives 8%. Training images were provided. 1st author Deven Dangi was a high school intern at FSU! doi.org/10.1021/acso...
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Oliver Steinbock @osteinbock.bsky.social · 03/05/2025
Playing with MATLAB’s SimBiology toolbox. The figure compares the smooth, mean‑field oscillations of the Brusselator (top panel) with the noisy, discrete‑molecule oscillations when only a handful of molecules are present (bottom). 2nd panel is from Wikipedia; A and B are in vast excess and constant
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Oliver Steinbock @osteinbock.bsky.social · 30/04/2025
FSU campus this morning 🌞🌻
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Oliver Steinbock @osteinbock.bsky.social · 30/04/2025
Wow! Adobe now gives helpful text hints about figures/images in pdf's 😮😁
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Oliver Steinbock @osteinbock.bsky.social · 22/04/2025
I asked ChatGPT to make a four-panel cartoon illustrating the Langmuir isotherm. I can't wait to see how good this will be in a few years! #o4-mini-high #OpenAI #Chemistry #PChem
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Oliver Steinbock @osteinbock.bsky.social · 20/04/2025
Happy Easter und frohe Ostern (with a yeast-based Cinnamon wreath, or "Zimtkranz" in German) 🐇🐰🐣
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Oliver Steinbock @osteinbock.bsky.social · 14/04/2025
Amano shrimp vs spinach
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Oliver Steinbock @osteinbock.bsky.social · 11/04/2025
Interesting interview with 't Hooft on quantum mechanics in Sci Amer. It starts a bit slow, but well worth the read. Among other things, he suggests that "superpositions of states are not real" www.scientificamerican.com/article/brea...
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Reposted by Oliver Steinbock
Wen Zhu Lab @wenzhulab.bsky.social · 04/04/2025
Our latest review on #TBCK and #TBCKSyndrome is out now in Frontiers in Biophysics!! We look into the multi-domain architecture of the protein and its cellular function, shedding light on how mutations can lead to neurological disorders. #Raredisease www.frontiersin.org/journals/bio...
frontiersin.org
Frontiers | Decoding TBCK: from bioinformatic insights of domain architecture to disease implications
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Reposted by Oliver Steinbock
Wen Zhu Lab @wenzhulab.bsky.social · 08/04/2025
Congratulations to Caitlin Padgett on receiving the Honorable Mention in the NSF Graduate Research Fellowship Program! We're incredibly proud of your hard work and achievements! 🥳🥳🥳
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