Sign in

Bernardo de Souza

@bernadsz.bsky.social
1.1K followers 794 following 177 posts

Nature lover. Curious turned scientist. Part of the ORCA development team. Now bringing Quantum Theory and Molecular Physics to the real world at @faccts-orca.bsky.social scholar.google.com.br/citations?use…

PostsRepliesMedia
Reposted by Bernardo de Souza
FACCTs @faccts.de · 28/09/2026
Great week at #STC2026 in Graz! We were happy to sponsor some Poster Awards and congratulate Jonas Hänseroth, Friederike Schneider & Patrick Melix. We hope you enjoy your #ORCA hoodies! Thanks to the organizers and all who stopped by our booth. See you next time! #FACCTs #ChemSky #CompChem
FACCTs sponsored some Poster awards at the STC 2026! Congratulations to all winners!
041
Reposted by Bernardo de Souza
FACCTs @faccts.de · 26/08/2026
#DFT2026 is in full swing! Come by and meet us, hear Benjamin Helmich-Paris talk on Excited-State Methods Based on State-Averaged CASSCF-DFT, and discuss Bernardo de Souza’s poster with him. Looking forward to more great conversations! #DFT #ORCA #FACCTs #CompChem #ChemSky
FACCTs at the DFT2026
062
Reposted by Bernardo de Souza
FACCTs @faccts.de · 24/08/2026
Skala, the machine-learned exchange-correlation functional from @msftresearch.bsky.social, is coming to #ORCA and will be part of the next release. Many thanks to the Microsoft team for their close support throughout the implementation. Stay tuned! www.faccts.de/orca #CompChem #ML #ChemSky #DFT
faccts.de
ORCA - FACCTs
072
Reposted by Bernardo de Souza
FACCTs @faccts.de · 19/08/2026
We’re sponsoring and exhibiting at #DFT2026 in Donostia/San Sebastián! Come by to learn more about #ORCA and #OPI, and don’t miss Benjamin Helmich-Paris’ talk next Thursday at 12:20 on excited-state methods based on state-averaged CASSCF-DFT. #DFT2026 #CompChem #QuantumChem #Python #ChemSky
FACCTs at the DFT 2026
174
Bernardo de Souza @bernadsz.bsky.social · 17/08/2026
What's you experience using ORCA with AI so far?
120
Reposted by Bernardo de Souza
FACCTs @faccts.de · 22/07/2026
ORCA? WEASEL? Dream Team! Discover how ORCA as a robust and efficient quantum chemistry engine and WEASEL can streamline your computational chemistry workflows: ORCA: www.faccts.de/orca WEASEL: www.faccts.de/weasel #QuantumChem #CompChemistry #ChemSky #ChemistrySoftware
ORCA and WEASEL
041
Reposted by Bernardo de Souza
FACCTs @faccts.de · 17/07/2026
We had a blast at #ECC10! Great conversations, fresh ideas, and plenty of new connections. Thanks to everyone who stopped by and spent time with the FACCTs team. Hope to see you again soon! #FACCTs #ORCA #WEASEL #CompChem #QuantumChem Left and right photos: © M. Menche
FACCTs at ECC10
161
Reposted by Bernardo de Souza
FACCTs @faccts.de · 20/05/2026
It was a great pleasure to visit our #QUICHE partners at Quantum Motion and @riverlane.com and gain first-hand insights into their cutting-edge #QuantumComputing technology. Thank you for the inspiring exchange - let’s keep shaping the future together! #QuantumChemistry #ORCA
FACCTs visiting our QUICHE partners
051
Reposted by Bernardo de Souza
FACCTs @faccts.de · 05/05/2026
We are pleased to support the @keystonesymposia.bsky.social meeting on Computational Advances in Drug Discovery. Join our team and learn more about our CADD toolkit. We look forward to seeing you there. #FACCTs #KSDrugDiscovery26 #CADD #CompChem #QuantumChem #DrugDiscovery #ORCA #WEASEL
FACCTs at the Keystone Symposia meeting on Computational Advances in Drug Discovery
083
Reposted by Bernardo de Souza
FACCTs @faccts.de · 13/04/2026
Analytical #Raman intensities are one of the notable new features of #ORCA 6.1 (MPI Kofo & FACCTs). Check the implementation paper by Frank Neese and Petra Pikulová. doi.org/10.1063/5.03... Manual on Raman simulations: www.faccts.de/docs/orca/6.... #Spectroscopy #CompChem #QuantumChem
doi.org
Efficient implementation of analytical Raman intensities
In this study, we report an analytical derivative implementation of static polarizability gradients, needed for the prediction of Raman spectra, in the ORCA pro
063
Bernardo de Souza @bernadsz.bsky.social · 26/03/2026
If you want to combine ORCA+Python seamlessly, the OPI (ORCA Python Interface) is the way to go. The paper is out and is free of access for 6 months - it was accepted as the Editor's choice in JCCT. The interface is open-source and ready to get new contributions. 🫍🐍
090
Reposted by Bernardo de Souza
FACCTs @faccts.de · 24/03/2026
Visit our team at the Analytica in Munich to learn more about our latest software solutions. We’re looking forward to connecting and exchanging with you. Hall A3, Booth 503-1 #FACCTs #analytica2026 #CompChem #QuantumChem #Workflows #Automation #AI #AnalyticChem #ORCA #WEASEL #TOUCAN
FACCTs at the Analytica, Munich. Hall A3, Booth 503-1.
052
Reposted by Bernardo de Souza
FACCTs @faccts.de · 27/02/2026
On March 24, #analytica 2026 kicks off in Munich — and we’re excited to be part of it. Experience #WEASEL, #ORCA, and more live and discover how our solutions elevate your processes to a new level of efficiency. We look forward to seeing you there #FACCTs #QuantumChem #Workflows #AnalyticalChem
FACCTs at the Analytica 2026
032
Bernardo de Souza @bernadsz.bsky.social · 24/02/2026
It's really good Geoff! 🧡
010
Reposted by Bernardo de Souza
FACCTs @faccts.de · 19/02/2026
With our latest #WEASEL release, it is time to introduce another workflow: the fully automated calculation of rotational barriers for arbitrary molecules, enabling the reliable identification and classification of #atropisomers. www.faccts.de/weasel/ #FACCTs #Workflows #QuantumChem #CompChem #CADD
032
Reposted by Bernardo de Souza
FACCTs @faccts.de · 28/01/2026
Check out the new Jupyter notebook on the calculation of redox potentials with #ORCA and #OPI by #FACCTs Computational Scientist Hagen Neugebauer: www.faccts.de/docs/opi/nig... OPI Docs: www.faccts.de/docs/opi/docs/ OPI GitHub: github.com/faccts/opi #ORCAqc #ORCAPI #CompChem #Python #ChemSky
Redoxpotentials with ORCA and OPI
062
Bernardo de Souza @bernadsz.bsky.social · 05/01/2026
From the FACCTs side, we will keep pushing and giving our best contribution to the project. Take a look at www.faccts.de for tutorials and the download area if you are curious why so many people are using it 😉.
faccts.de
Home - FACCTs
030
Bernardo de Souza @bernadsz.bsky.social · 05/01/2026
I can tell from the inside, that is entirely due to the great and inspiring leadership of Prof. Frank Neese, and the excitement and engagement of the team - people really like whay they are doing here!
faccts.de
Home - FACCTs
000
Bernardo de Souza @bernadsz.bsky.social · 05/01/2026
ORCA has now 100k registered users! We are very proud to be part of the project, and all the impact it has across chemistry/physics/molecular sciences. It's really an enormous privilege to be able to help so many people execute their best ideas through our tools/theories/algorithms 🙏.
280
Reposted by Bernardo de Souza
FACCTs @faccts.de · 05/12/2025
Use Fukui functions to estimate molecular reactivity and pinpoint reactive sites. With #WEASEL, you can visualize them and get all associated indices easily using just one command! Learn more about WEASEL www.faccts.de/weasel #FACCTs #CompChem #QuantumChem #Fukui #Reactivity #WorkflowAutomation
072
Reposted by Bernardo de Souza
FACCTs @faccts.de · 24/11/2025
Efficiency, robustness, adaptability. Three aspects that characterize our #WEASEL workflows! One of WEASELs workflows is IM-CCS prediction which reliably predicts #IMCCS with a MARD of 1.7% (2.9 Å) for a set of 48 molecules. Check out WEASEL at www.faccts.de/weasel. #FACCTs #ChemSky #CompChem
IM-CCS with WEASEL
041
Reposted by Bernardo de Souza
FACCTs @faccts.de · 27/10/2025
Most people know us for our contributions to ORCA — but have you heard of WEASEL? WEASEL is our smart workflow driver that delivers efficient workflows for complex quantum chemical processes. Learn more about WEASEL at www.faccts.de/weasel youtu.be/stYgkMZwi5s #WEASEL #FACCTs #CompChem #ChemSky
youtu.be
WEASEL
YouTube video by FACCTs
182
Bernardo de Souza @bernadsz.bsky.social · 24/10/2025
The paper touches on how those impact on large datasets for later training. I am glad the effort was worth it. Honestly both were a lot of work and didn't come without sweat and tears 😅. OBS.: DEFGRID3 is definitely recommended for benchmark data, that's why we made it! 3/3
040
Bernardo de Souza @bernadsz.bsky.social · 24/10/2025
We have first have developed the new ML-optimized grids for numerical integration in ORCA 5, which have smaller error even with less points. Then derivied and implemented a fully translation-invariant COSX gradient for ORCA 6, which reduces numerical noise. 2/3
010
Bernardo de Souza @bernadsz.bsky.social · 24/10/2025
Running bad DFT calculations very fast is easy, and it's also useless. That's why we put a lot of effort in the last few years in making ORCA faster, while at the same time *increasing* the accuracy. 1/3 arxiv.org/abs/2510.197...
arxiv.org
How Accurate Are DFT Forces? Unexpectedly Large Uncertainties in Molecular Datasets
Training of general-purpose machine learning interatomic potentials (MLIPs) relies on large datasets with properties usually computed with density functional theory (DFT). A pre-requisite for accurate...
260
Reposted by Bernardo de Souza
Avogadro Project @avogadro.cc · 23/10/2025
It's 10-23 day! So we decided to make a new release: - AutoOptimize Tool 🎉 - New charts and spectra - Easier geometry constraints, including for ORCA input - Plenty of bug fixes and tweaks discuss.avogadro.cc/t/avogadro-1...
0185
Bernardo de Souza @bernadsz.bsky.social · 23/09/2025
😂
000
Reposted by Bernardo de Souza
FACCTs @faccts.de · 22/09/2025
We are visiting STC in Berlin! Come and join us at our poster presentation—we look forward to many exciting discussions with you! Also check out all the new ORCA features and the new ORCA Python interface, OPI! #FACCTs #ORCAqc #STC2025 #CompChem #TheoChem
FACCTs at the STC 2025
0101
Reposted by Bernardo de Souza
FACCTs @faccts.de · 22/09/2025
Visit Anneke Dittmer, Bernardo de Souza, and Christoph Riplinger at the SMASH in beautiful Porto! Get the latest information about our quantum chemical NMR toolkit. We look forward to seeing you there! #FACCTs #ORCAqc #SMASH2025 #CompChem #TheoChem #NMR
FACCTs at the SMASH 2025
073
Bernardo de Souza @bernadsz.bsky.social · 18/09/2025
PS3: The original post has only limited context (which is OK), so my comment here is not about that one in particular, just in general since so much is happening, and you did ask for it 😆.
000
Bernardo de Souza @bernadsz.bsky.social · 18/09/2025
PS2: The accuracy I refer to is for MLIP. New functionals like the Skala do improve over wB97M-V - but that's still regular DFT, just a better functional! They have accelerated what people have been doing by hand for years and it's a perfectly reasonable approach to finding the XC func., IMHO.
110
Bernardo de Souza @bernadsz.bsky.social · 18/09/2025
PS.: Not even the authors made such big claims, they did a really nice job there and reported as it is. I hope we can test all this and put it to use for the benefit of us all.
110
Bernardo de Souza @bernadsz.bsky.social · 18/09/2025
Yes, I don't even know why we are discussing this in 2025, as if any of these models they could extrapolate far from the training. This is good old magical thinking, certainly not mathematical one.
010
Bernardo de Souza @bernadsz.bsky.social · 18/09/2025
5. Overarching claims, IMHO, actually do not help the field, because people might loose trust once it fails. And it will fail, as everything does, so there's no need for that. We don't need to revolutionize the world every other week. Continuous progress is fine too 😀.
100
Bernardo de Souza @bernadsz.bsky.social · 18/09/2025
4. It does not mean they are no useful, it is actually amazing that this was achieved! These method will probably become part of our toolkit to solve problems, and they can help a lot. Specially for things like geometry optimization and MD, could be really something.
100
Bernardo de Souza @bernadsz.bsky.social · 18/09/2025
3. As we know from other models, the gains get smaller with the size of the system. So even to get to the "next level" wB97M-V quality, one probably needs orders of magnitude more parameters and training size, which would be quite challenging. CC seems far off in the horizon.
100
Bernardo de Souza @bernadsz.bsky.social · 18/09/2025
2. Even if it could perfectly extrapolate to the entire chemical space, the current quality is of good non-hybrid DFT like r2SCAN-3c. It does not "solve the problem", as we know non-hybrid DFT does not unfortunately.
100
Bernardo de Souza @bernadsz.bsky.social · 18/09/2025
I don't know exactly what Prof. Reiher meant with this to be honest. But in general, I keep my take on it: 1. All current AI/ML are interpolation methods. Which means that, by construction, they are bound to the training space, or "points between points" in the dataset, maybe a bit further.
210
Reposted by Bernardo de Souza
FACCTs @faccts.de · 27/08/2025
Great to see many of our collaborators and friends from the ORCA community including Michael Römelt, Dimitrios Pantazis, @podewitzlab.bsky.social, @letigonzalez.bsky.social, @kulikgroup.bsky.social, and many more at the QBIC VII in Berlin, Germany! #QBICVII #CompChemSky #ChemSky #ORCAqc #ORCA
QBIC VII in Berlin sponsored by FACCTs
072
Reposted by Bernardo de Souza
FACCTs @faccts.de · 23/06/2025
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
github.com
GitHub - faccts/opi: ORCA Python Interface
ORCA Python Interface. Contribute to faccts/opi development by creating an account on GitHub.
3284
Reposted by Bernardo de Souza
FACCTs @faccts.de · 25/08/2025
Hot off the press: “A Two-Level Preconditioner for the CASSCF Linear-Response Equations” by our scientific advisor Benjamin Helmich-Paris (@orca-qc-official.bsky.social). Its already part of ORCA 6.1, check it out! doi.org/10.1021/acs.... #ORCA #ORCAqc #CompChem #QuantumChem #TheoChem #CASSCF
doi.org
A Two-Level Preconditioner for the CASSCF Linear-Response Equations
We present an efficient two-level strategy to accelerate the solution of the CASSCF linear-response eigenvalue problem using a customized Davidson algorithm. By identifying a subset of important response-vector components─the so-called P space─we compute and diagonalize full Hessian and metric matrix elements while treating the remaining Q-space components with a diagonal approximation. This approach decouples the orbital and configuration responses, enabling independent preconditioning of each component. Computational cost is further reduced through the resolution-of-the-identity approximation. We demonstrate significant performance gains across a diverse set of molecules, achieving speedups of up to 2.05 compared to the standard diagonal preconditioning. The largest efficiency gains are observed for MCTDA calculations involving many excited states and relatively small response-vector lengths. The two-level strategy is available in ORCA 6.1 and paves the way for extensions to dynamic polarizabilities, which require solving large-scale linear equations, as well as to time-dependent density functional theory and CI singles.
162
Reposted by Bernardo de Souza
FACCTs @faccts.de · 19/08/2025
Check out the recent paper by List, Neese et al. that ones more demonstrates the synergy of experiment and quantum chemistry powered by ORCA (DFT, GOAT, ...) @faccts.de @orca-qc-official.bsky.social doi.org/10.1021/jacs... ORCA: www.faccts.de/orca/ #ORCAqc #ORCA #Catalysis #CompChem #QuantumChem
doi.org
Pericyclic Umpolung in a Catalytic Asymmetric Diels–Alder Reaction of Tropone with Enol Ethers
One remarkable feature of catalysis in chemical synthesis is its capacity to override substrate-imposed reactivity and selectivity. The inversion of normal reaction patterns, commonly known as Umpolun...
093
Bernardo de Souza @bernadsz.bsky.social · 16/08/2025
Thanks, we are trying :)
010
Reposted by Bernardo de Souza
macinchem.bsky.social @macinchem.bsky.social · 16/08/2025
ORCA Python interface macinchem.org/2025/08/16/o... #compchem
macinchem.org
ORCA Python Interface – Macs in Chemistry
182
Bernardo de Souza @bernadsz.bsky.social · 16/08/2025
In the end it is quite trivial. But I can tell, from a lot of experience, that 33 kcal/mol from such small changes is definitely not the usual. It really makes me think how "high in energy" might be some drug poses be inside a protein pocket and how much we miss if we are not looking into them.
010
Bernardo de Souza @bernadsz.bsky.social · 15/08/2025
That's also a good idea. We need to use CovaLED to break through single bonds, but certainly possible. In this case we just wanted to see if there was one specific fragmengt with a clearly defined spike in energy, but there wasn't. Take a look at the structures, it's quite interesting
110
Bernardo de Souza @bernadsz.bsky.social · 15/08/2025
Couldn't boil down to a single thing. It's a bit a this and a bit of that on each fragmengt. Bur I can say I have a large number of similar off equilibrium structures for other drugs, this is the only striking difference
110
Bernardo de Souza @bernadsz.bsky.social · 15/08/2025
Correlation does not imply causation, a small RMSD does not mean small energy differences and vice-versa. Even if one structure is not a minimum, imagine how much extra energy it **would require** to get to that geometry inside a protein pocket or something. It is definitely not negligible 3/3
010
Bernardo de Souza @bernadsz.bsky.social · 15/08/2025
Simple of course, but still rather unexpected for a small geometry change. Structures can be found here: github.com/bersouza/Str... if you want to check it with a different method. All calculated with ORCA, using revDSD-PBEP86-D4/2021 @ def2-QZVPP in gas phase. 2/3
github.com
GitHub - bersouza/StrucComp: Two structure for comparison
Two structure for comparison. Contribute to bersouza/StrucComp development by creating an account on GitHub.
130
Bernardo de Souza @bernadsz.bsky.social · 15/08/2025
Update on the last post about two similar structures differing by ~ 33 kcal/mol. We split intro three fragments and saturated with Hs to check the contribution per fragment. The large total energy difference is explained trivially from a sum of the frag. contribution. 1/3 #compchem
3101