Aitomistic
@aitomistic.com
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Elevate your aitomistic simulations Atomistic simulations β¦ Powered by AI
reposted by
Aitomistic
Pavlo O. Dral
11 days ago
A great piece by
@robinson-julia.bsky.social
in
@chemistryworld.com
on how
#AIagents
will democratize
#compchem
. Soon, manual QC inputs will feel like building pyramids. Students already start by chatting with Aitomia. Gen-2 coming soon. Check out the older version online at
aitomistic.xyz
add a skeleton here at some point
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Have you ever wanted to use cutting-edge
#compchem
methods to propagate NAMD simulations, such as QD-NEVPT2, but were stopped by the lack of available energy gradients? If so, check out our new preprint by M. Martyka, J. Jankowska, H. Lischka, and
@pavlodral.bsky.social
:
doi.org/10.26434/che...
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Gradients not needed: ML-driven propagation of nonadiabatic molecular dynamics without reference gradients
The recent development of machine learning (ML) methods for quantum chemistry has tremendously boosted the efficiency of molecular calculations. In this work, we use ML to enable nonadiabatic molecula...
https://doi.org/10.26434/chemrxiv-2025-5v4hx
about 1 month ago
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Struggling with multi-level quantum chemistry datasets?π« OMNI-P1 solves it!π This single neural network covers DFT to CCSD(T) accuracy. Ready for geometry optimization & MD in MLatom. π§ͺTry it on Aitomistic Hub! What should we improve next? π¬
#AI4Science
#compchem
#MachineLearning
#OpenScience
about 2 months ago
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Turn your Gaussian outputs into interactive reports with MLatom! π This tool helps you visualize molecules, plot and compare spectra, build ML-ready databases, and share interactive notebooks directly from your computational results. πSee how:Β
mlatom.com/misc/ita.html
#compchem
#AIChem
#Gaussian
about 2 months ago
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Our co-founder, Prof. Pavlo Dral, shared his expertise on ML for Molecular Dynamics in a recent lecture. A deep dive into how MLIPs are accelerating simulation and enabling new discoveries. Great insights! π¨βπ«π πCheck out the lecture
youtube.com/post/UgkxW68...
#compchem#molecular#machinelearning#AI
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Post from Prof. Pavlo O. Dral - YouTube
I have had the great pleasure to give an online lecture, βMachine Learning applied to Molecular Dynamics,β in the Advanced Techniques on Molecular Dynamics c...
https://youtube.com/post/UgkxW68J7g-91Ixhy06Hti-PWlmL2Yo8kvdd
about 2 months ago
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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
πLearn more at:
www.aitomistic.com/en/sub/aitom...
2 months ago
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IRC Calculations Now Available Online at Aitomistic Hub on
aitomistic.xyz
! π¬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 π
aitomistic.com/mlatom/tutor...
#IRC
#MLatom
#Aitomistic
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2 months ago
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Here is our weekly updates of exciting updates around aitomistic simulations, including IRC, a video lecture and new publication, and preview of upcoming features. More details at
www.aitomistic.com/en/sub/aitom...
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Aitomistic
https://www.aitomistic.com/en/sub/aitomistic-updates-3a-irc-calculations-2c-aiqm3-2c-and-new-ml-research
2 months ago
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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! π Our AI platform makes atomic simulations accessible to all.πͺ Explore at
aitomistic.com
3 months ago
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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
4 months ago
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Proud to be featured on the front cover of
@chemicalscience.rsc.org
! You can run
#compchem
simulations with the featured AIQM2 online at
aitomistic.xyz
(free) as described in extensive tutorials in
mlatom.com/docs/tutoria...
add a skeleton here at some point
4 months ago
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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...
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5 months ago
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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.
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5 months ago
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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.
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5 months ago
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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 3β4 lines. Run it online π
aitomistic.xyz
More:
mlatom.com/docs/tutoria...
5 months ago
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reposted by
Aitomistic
Pavlo O. Dral
5 months ago
It is always nice to see creative ways the users apply our methods and software (UAIQM &
#MLatom
) to solve their
#compchem
problems:
www.sciencedirect.com/science/arti...
You can use them online too at the
@aitomistic.com
Hub.
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π Autonomous
#compchem
by
#AI
is here, not future. In our demo, Aitomia on Aitomistic Hub computed the DielsβAlder reaction energy & thermodynamics from scratch in 5 min on 1 CPUβsame accuracy as manual setup, but 4Γ faster & zero human cost. π
aitomistic.xyz
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5 months ago
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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:
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5 months ago
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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
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5 months ago
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Did you know that you can conveniently complete the hands-on exercises on
#compchem
,
#mlchem
,
#ml
,
#ai
,
#aichem
online via a web browser on Aitomistic Hub? That is, on the same platform where the courses are hosted.
aitomistic.com/en/sub/course
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Aitomistic
https://aitomistic.com/en/sub/course
5 months ago
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Try AIQM2 out on Aitomistic Hub
aitomistic.xyz
and see for yourself how accurate, fast, and robust it is!
add a skeleton here at some point
5 months ago
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π Pre-Register: Living Course on Aitomistic (#AI + Atomistic)
#compchem
π π Self-paced + interactive like webinars π§ͺ Hands-on via Aitomistic Hub Continuously updated by
@pavlodral.bsky.social
Info & signup π
www.aitomistic.com/en/sub/livin...
#mlchem
#aichem
#ml
5 months ago
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a great conference on topics around hashtag
#aitomistic
(AI + atomistic) simulations!
add a skeleton here at some point
5 months ago
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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
6 months ago
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π The
#compchem
&
#AI
(July 2025) course by
@pavlodral.bsky.social
is now FREE for academic users! Learn ML tools for atomistic simulations β hands-on & updated. Access via π
aitomistic.xyz
Details π
dr-dral.com/aicompchem_c...
#mlchem
#aichem
#AcademicFree
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Aitomistic Hub
Aitomistic Hub β On-Demand Online Resources for Your AI Atomistic Simulations
https://aitomistic.xyz
6 months ago
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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
.
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6 months ago
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Welcome to try Aitomia on Aitomistic Hub at
aitomistic.xyz
(free registration and generous trial!). Please share your experiences so we can improve the next version!
add a skeleton here at some point
7 months ago
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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!
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7 months ago
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π Hello Bluesky! Weβre Aitomistic β building fast, accurate, and trustworthy
#AI
tools for
#compchem
and materials science. At the heart of our portfolio is the Aitomistic Hub β our flagship cloud platform with intelligent assistants and ready-to-use AI models. π
aitomistic.com
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Aitomistic
https://aitomistic.com
7 months ago
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