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Leticia Madureira

@leticia-madureira

PhD candidate and TA at Carnegie Mellon. Computational Chemist. Julia/Rust developer in Scientific Computing tools. πŸ€“ πŸ’»πŸ§ͺβš›οΈβœοΈ

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13.11.2024
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Latest posts by Leticia Madureira @leticia-madureira

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Q-Chem 6.4 includes Robust SCF: A simple black-box approach for improved convergence! It automatically detects and corrects common SCF convergence issues, including plateauing, oscillation, and unstable solutions. manual.q-chem.com/6.4/sub_scf_...

Try Q-Chem 6.4: q-chem.com/try/

19.12.2025 22:17 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Rebranding β€” Happy #catsgiving! #thanksgiving #cats

27.11.2025 23:16 πŸ‘ 9 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
A carved pumpkin, which says "Julia"

A carved pumpkin, which says "Julia"

Every year the grad students host a pumpkin-carving party, and this year a student in my computational physics class contributed a #julialang pumpkin. I'm quite proud πŸ˜‚

27.10.2025 19:44 πŸ‘ 10 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Perspective: Fifty years of density-functional theory in chemical physics Since its formal inception in 1964–1965, Kohn-Sham density-functional theory (KS-DFT) has become the most popular electronic structure method in computational p

Saddened to hear of the passing of Prof. Axel Becke. What he wrote in this article (pubs.aip.org/aip/jcp/arti..., @aip-publishing.bsky.social) is one of the reasons why I decided to pursue a doctorate in #compchem. Our community lost one of its giants

27.10.2025 13:04 πŸ‘ 14 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
Scientific Modeling Cheatsheet – MATLAB – Python – Julia Quick Reference

Scientific Modeling Cheatsheet: #MATLAB vs #Python vs #Julialang

Side-by-side comparison for:
β€’ Differential equations
β€’ Optimization
β€’ Automatic differentiation
β€’ Symbolic computing
β€’ More!

Highlights ecosystem differences & best practices.

sciml.github.io/Scientific_M...

22.09.2025 18:43 πŸ‘ 36 πŸ” 14 πŸ’¬ 1 πŸ“Œ 2

Watch our Intro to Julia workshop from this year’s JuliaCon in July ☺️

17.09.2025 12:54 πŸ‘ 5 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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It is that time of the year again! If you are at #ACSFall2025 and are interested in computational quantum chemistry, scientific computing, design of basis sets, catalysis and reduced density matrices, come talk to me and attend my talks.
See you all there😊

19.08.2025 10:32 πŸ‘ 6 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
ChrisRackauckas:

So it’s pretty public that for about a month now I’ve had 32 processes setup on one of the 64 core 128gb RAM servers to just ssh in, tmux to a window, and tell it to slam on some things non-stop. And it has been really successful!.. with the right definition of success. Let me explain.

> How is Claude being used, and how useful has it been?


I think the first will answer the others. Basically, Claude is really not smart at all. There is no extensive algorithm implementation that has come from AI. I know some GSoCers and SciML Small Grants applicants have used AI (many without disclosure) but no wholesale usage has actually worked. And not even for me either. Claude can only solve simple problems that a first year undergrad can do, it can’t do anything more, it’s pretty bad. For people who can use it for more, it’s probably some standard Javascript or Android app that is the 20,000th version of the same thing, and yes it probably is copying code. But by definition most of what we have to do in SciML, especially these days, is a bit more novel on the algorithmic side and so Claude is really bad at trying to get anything right.

ChrisRackauckas: So it’s pretty public that for about a month now I’ve had 32 processes setup on one of the 64 core 128gb RAM servers to just ssh in, tmux to a window, and tell it to slam on some things non-stop. And it has been really successful!.. with the right definition of success. Let me explain. > How is Claude being used, and how useful has it been? I think the first will answer the others. Basically, Claude is really not smart at all. There is no extensive algorithm implementation that has come from AI. I know some GSoCers and SciML Small Grants applicants have used AI (many without disclosure) but no wholesale usage has actually worked. And not even for me either. Claude can only solve simple problems that a first year undergrad can do, it can’t do anything more, it’s pretty bad. For people who can use it for more, it’s probably some standard Javascript or Android app that is the 20,000th version of the same thing, and yes it probably is copying code. But by definition most of what we have to do in SciML, especially these days, is a bit more novel on the algorithmic side and so Claude is really bad at trying to get anything right.

Very interesting & extensive write-up by @chrisrackauckas.bsky.social on the limitations & benefits of using Claude Code for writing & maintaining libraries for non-trivial / novel computational research (scientific ML, ODEs, etc.)

(src: @julialang.org Discourse)

28.07.2025 01:13 πŸ‘ 42 πŸ” 3 πŸ’¬ 2 πŸ“Œ 0
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@juliacon.bsky.social was amazing! Thanks everybody who volunteered in the local team to make it happen!
Here are pictures of the Hackathon and my presentation! Super excited for what comes next in the JuliaVerse.
Check out my package released today at the Hackathon:
github.com/HartreeFoca/...

26.07.2025 21:33 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

We missed you, friend ❀️

26.07.2025 01:53 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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A Hands-On Intro to Scientific Machine Learning | JuliaHub A Hands-On Intro to Scientific Machine Learning Curious how machine learning can actually be used to model real-world physical systems? In this talk, Chris Rackauckas breaks it downβ€”with practical ins...

A Hands-On Intro to Scientific Machine Learning
Chris Rackauckas breaks down how ML meets physics β€” covering function learning, overfitting, and why #ML is a tool, not a magic wand.
If you're #modeling real-world systems, this is a must-watch.
www.linkedin.com/feed/update/...
#JuliaLang #SciML

25.07.2025 15:45 πŸ‘ 13 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

This is so sad πŸ˜”

09.07.2025 22:42 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The CCL (Computational Chemistry List) will close very soon. I still remember my first post there (as a PhD student, 1998 😱) asking about #DFT and non-dynamic correlation. A big thank to Jan for all this work: having such a resource was important in those dates.

#theochem #compchem #quantumchem

09.07.2025 20:36 πŸ‘ 7 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

The preliminary version of g-xTB from Stefan Grimme's group can already be used with ORCA 6.1. Check it out!

If you find any problems, please report to the team, it is on everyone's best interest to find any bugs/issues and fix them. πŸ™

27.06.2025 06:03 πŸ‘ 11 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

#ChemSky Us too?
I remember sitting through a lecture at the ENS in Paris that *felt* (to my UG mind) as though it started with this and then derived the Whole Of Spectroscopy… 🀯😍

26.06.2025 18:37 πŸ‘ 5 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

πŸš€ Strong correlation is the Everest of quantum chemistry. Next to the coupled cluster highway, the multireference molecular terrain is underservedβ€”gravel roads and promenades. With Orbformer, we're building a new infrastructure by marrying neural network wavefunctions with cost amortization at scale

26.06.2025 09:15 πŸ‘ 15 πŸ” 4 πŸ’¬ 1 πŸ“Œ 1
ORCA as External Optimizer - ORCA 6.1 TUTORIALS

You can now use g-xTB @grimmelab.bsky.social with ORCA via the ExtOpt feature! Check out our new tutorial and learn how to use it in GOAT, NEB-TS and more.

www.faccts.de/docs/orca/6....

#ORCAqc #FACCTs #gxTB #CompChem #QuantumChem

26.06.2025 08:32 πŸ‘ 39 πŸ” 9 πŸ’¬ 2 πŸ“Œ 1
CMU Researchers, Team Win Royal Society of Chemistry Prize - Mellon College of Science - Carnegie Mellon University Carnegie Mellon University’s Yisong (Alex) Guo and collaborators at the University of Minnesota and the Universitat de Girona have unlocked new understanding of how to design synthetic model systems t...

Prof. Alex Guo, Guo lab postdoc Dr. Jin Xiong, and their collaborators have received the Royal Society of Chemistry's 2025 Dalton Horizon Prize! πŸ₯³πŸŽ‰πŸŽŠπŸ™ŒπŸ₯‚

www.cmu.edu/mcs/news-eve...

www.rsc.org/standards-an...

26.06.2025 12:53 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Natural intelligence not machine learning. @grimmelab.bsky.social

26.06.2025 10:12 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Nonheme iron-oxo oxidants 2025 Dalton Horizon Prize: awarded for the discovery and characterization of reactive ligands for high-valent iron-oxo oxidants.

Honoured and humbled, @rsc.org, for the Horizon Prize for the research groups of Alex (Yisong) Guo (@cmuchemistry.bsky.social), Larry Que (Minnesota), and myself

www.rsc.org/standards-an...

25.06.2025 10:15 πŸ‘ 40 πŸ” 3 πŸ’¬ 6 πŸ“Œ 1
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The new g-xTB model is now accessible in Cebule (cebule.mqs.dk) for the geometry_opt task type.
Try it out yourself for your molecules/SMILES of interest. 25 minutes are for free per week:
{"smiles_list": ["O"], "optimization_method": "g_xtb", "force_field": "mmff94"}

25.06.2025 17:28 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Our new @chemrxiv.bsky.social preprint: AIMNet2-rxn: A #MachineLearning Potential for Generalized Reaction Modeling on a Millions-of-Pathways Scale! #compchem Collaboration with @profsavoie.bsky.social group. Funded by ONR under #MURI program. #chemsky chemrxiv.org/engage/chemr...

24.06.2025 17:41 πŸ‘ 41 πŸ” 7 πŸ’¬ 4 πŸ“Œ 0

The successor of GFN2-xTB, g-xTB, is out there. Brace yourselves, there is a whole new world of possibilities out there now! πŸš€

Congratulations on the team, as @mrclmllr.bsky.social says, this is certainly a revolution.

24.06.2025 09:18 πŸ‘ 10 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
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GitHub - faccts/opi: ORCA Python Interface ORCA Python Interface. Contribute to faccts/opi development by creating an account on GitHub.

Create input and parse output of ORCA with the new ORCA Python Interface (OPI), an open source project supported by FACCTs. Check it out and become part of the OPI community!

GitHub: github.com/faccts/opi
Docs: www.faccts.de/docs/opi/1.0...

#ORCAqc #Python #FACCTs #CompChem #QuantumChem

23.06.2025 12:14 πŸ‘ 28 πŸ” 4 πŸ’¬ 3 πŸ“Œ 0
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Join our Cloud HD Video Meeting Zoom is the leader in modern enterprise cloud communications.

For those of you who are interested in in the ORCA 6.1 Release event tomorrow (17.6.2025, 12:00 CEST) but are not (yet) registered in the ORCA forum- here ist the zoom link

eu02web.zoom-x.de/j/6815327020...
Passcode:297206

16.06.2025 10:26 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
New methods in ORCA 6.1. Bubblepoles, MCPDFT, ADFT, NEVPT3, NEVPT4(SD)

New methods in ORCA 6.1. Bubblepoles, MCPDFT, ADFT, NEVPT3, NEVPT4(SD)

ORCA 6.1 will be released tomorrow after the online event to which you are all invited! As a final appetiser, we have a sneak preview of some new methods that will be available in the new version.

#ORCA61 #ORCAqc #CompChem #QuantumChem #TheoChem #FACCTs #MPIKOFO #ChemSky #CompChemSky

16.06.2025 11:03 πŸ‘ 19 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0

Yes! I do it when I am focused on something.

15.06.2025 23:32 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I share this one!!! But my favorite is pressing my finger with my hands πŸ˜‚πŸ˜‚πŸ˜‚

15.06.2025 23:25 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Congratulations to our *2025* Chemistry Graduate Student Teaching Award winners! These four incredible students have made a real impact on our undergraduate courses through their dedication, creativity, and commitment to helping students learn and grow.

Thank you for all that you do!

08.05.2025 18:45 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
You're unlikely to discover something new without a lot of practice on old stuff.

- Richard Feynman

You're unlikely to discover something new without a lot of practice on old stuff. - Richard Feynman

You're unlikely to discover something new without a lot of practice on old stuff.

- Richard Feynman

11.06.2025 17:52 πŸ‘ 90 πŸ” 14 πŸ’¬ 1 πŸ“Œ 0