Sign in

Aitomistic

@aitomistic.com
28 followers 17 following 33 posts

Elevate your aitomistic simulations Atomistic simulations ⦁ Powered by AI

PostsRepliesMedia
Aitomistic @aitomistic.com · 28/08/2026
MLatom 3.25: ultra-efficient fine-tuning of its universal machine learning potentials (AIQM, OMNI-P, ANI, ...) on your own data. On ethanol: 35 geometries, 1.37 → 0.67 kcal/mol against its target, 10-30 s per run. pip install --upgrade mlatom #compchem #mlchem #opensource
020
Aitomistic @aitomistic.com · 31/07/2026
MLatom is now Apache 2.0 — permissive, commercial-friendly, patent grant included, and the old citation clause is gone. One line on Python 3.9–3.11: pip install -U mlatom Source: github.com/dralgroup/mlatom Docs: aitomistic.com/mlatom #compchem #mlchem #opensource
031
Aitomistic @aitomistic.com · 15/07/2026
Find a transition state — just by chatting. One prompt → an NEB path → the TS → its imaginary mode → IRC → the reaction energy diagram. Submitted, monitored & analyzed for you. No commercial QM; powered by AIQM3. Free aitomistic.xyz #compchem #mlchem #AIagents #AI4Science
010
Aitomistic @aitomistic.com · 08/07/2026
An example of how you can quickly calculate UV/vis spectra online with #MachineLearning by chatting with #AIAgents Protomia (aitomistic.xyz). #compchem
010
Aitomistic @aitomistic.com · 03/12/2025
Struggling with multi-level quantum chemistry datasets?😫 OMNI-P1 solves it!🌟 This single neural network covers DFT to CCSD(T) accuracy. Ready for geometry optimization & MD in MLatom. 🧪Try it on Aitomistic Hub! What should we improve next? 💬 #AI4Science #compchem #MachineLearning #OpenScience
020
Aitomistic @aitomistic.com · 01/12/2025
Turn your Gaussian outputs into interactive reports with MLatom! 🚀 This tool helps you visualize molecules, plot and compare spectra, build ML-ready databases, and share interactive notebooks directly from your computational results. 👉See how: mlatom.com/misc/ita.html #compchem #AIChem #Gaussian
000
Aitomistic @aitomistic.com · 19/11/2025
Here are our Aitomistic weekly updates featuring conical intersection optimization, Langevin thermostat MD, and new active learning research, plus a preview exclusive features for Premium users. #CompChem #AI #MD #Premium 👉Learn more at: www.aitomistic.com/en/sub/aitom...
000
Aitomistic @aitomistic.com · 18/11/2025
IRC Calculations Now Available Online at Aitomistic Hub on aitomistic.xyz ! 🔬Key features: -Simple setup: 3 lines in an input file or a few lines in a Python script -Rich plotting and analysis capabilities -Detailed tutorial available online 👉 aitomistic.com/mlatom/tutor... #IRC #MLatom #Aitomistic
000
Aitomistic @aitomistic.com · 04/11/2025
Thrilled to share our team's achievements at ICCOC 2025! Prof. Pavlo Dral presented our latest AI-driven computational chemistry research. Congrats to Yuxinxin Chen for winning the Best Poster Award! 🏆 Our AI platform makes atomic simulations accessible to all.💪 Explore at aitomistic.com
000
Aitomistic @aitomistic.com · 01/10/2025
Poster on Aitomia presented by Hassan Nawaz at #MDMM25, where @pavlodral.bsky.social also gave a talk on Aitomia. Showcasing Aitomia's ability to autonomously design #compchem workflows with #AIagents, such as calculating reaction thermochemistry and spectra, on aitomistic.xyz
011
Aitomistic @aitomistic.com · 01/09/2025
A quick video demonstrating the key steps in the manual #compchem calculation of the reaction barrier and energy with AIQM2 using #MLatom online on the #Aitomistic Hub ( aitomistic.xyz ). Detailed tutorial: mlatom.com/docs/tutoria... Paper on AIQM2: doi.org/10.1039/D5SC...
030
Aitomistic @aitomistic.com · 24/08/2025
On the #Aitomistic Hub at aitomistic.xyz you can also launch Jupyter Lab, giving you easy access to the tools convenient for #AI/#ML method development and analysis of the #compchem calculations.
020
Aitomistic @aitomistic.com · 23/08/2025
On the #Aitomistic Hub (aitomistic.xyz), you can easily visualize your XYZ file in the web browser and check the geometry. A handy feature is that, via a couple of mouse clicks, you can request geometry optimization or other typical #compchem tasks with #ML models.
020
Aitomistic @aitomistic.com · 22/08/2025
Want to run #compchem simulations with state-of-the-art AI models? It is very simple with MLatom input files. For example, geom opt in MLatom with AIQM2 takes just 3–4 lines. Run it online 👉 aitomistic.xyz More: mlatom.com/docs/tutoria...
030
Aitomistic @aitomistic.com · 19/08/2025
🚀 Autonomous #compchem by #AI is here, not future. In our demo, Aitomia on Aitomistic Hub computed the Diels–Alder reaction energy & thermodynamics from scratch in 5 min on 1 CPU—same accuracy as manual setup, but 4× faster & zero human cost. 🔗 aitomistic.xyz
021
Aitomistic @aitomistic.com · 18/08/2025
Autonomous #compchem calculations of Raman spectra with Aitomia's #AI #agent on the #Aitomistic Hub at aitomistic.xyz Here, it generates the xyz structure based on the user's prompt, then submits the Raman spectrum calculations, and retrieves the spectrum:
032
Aitomistic @aitomistic.com · 17/08/2025
Calculating IR spectra is as easy as a few mouse clicks on Aitomistic Hub! The calculations are fast and accurate due to the use of AIQM2, recently published in Chemical Science. Visit aitomistic.xyz for such calculations (registration free). #compchem #mlchem #aichem
081
Aitomistic @aitomistic.com · 14/08/2025
🆕 Pre-Register: Living Course on Aitomistic (#AI + Atomistic) #compchem 🚀 📚 Self-paced + interactive like webinars 🧪 Hands-on via Aitomistic Hub Continuously updated by @pavlodral.bsky.social Info & signup 👉 www.aitomistic.com/en/sub/livin... #mlchem #aichem #ml
000
Aitomistic @aitomistic.com · 17/07/2025
Theoretical study on accurate and affordable molecular IR spectra calculations with the AIQM methods available on our Aitomistic Hub (aitomistic.xyz) was recently published in J. Phys. Chem. A. Paper: doi.org/10.1021/acs.... Video recap: youtu.be/hkzM5qC8njI #compchem #mlchem #aichem
001
Aitomistic @aitomistic.com · 14/07/2025
Did you know that you can run advanced #ML and common DFT #compchem calculations on Aitomistic Hub at www.aitomistic.xyz via simple MLatom input files? Submitting MLatom Python scripts or launching Jupyter notebook also works! Detailed tutorials at mlatom.com/docs .
001
Aitomistic @aitomistic.com · 05/07/2025
It is astonishing how #AI has advanced #compchem simulations! Now you can chat with our AI assistant, Aitomia, and ask it to calculate, e.g., the IR spectrum of a molecule, which it will execute in seconds with state-of-the-art #ML models. Try it at aitomistic.xyz with free registration!
041