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Tag: artificial intelligence

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Macinchem Blog meetings

8th Artificial Intelligence in Chemistry Conference

21 February 202525 March 2025 chris

Abstract submission is now open for the 8th RSC-CICAG/BMCS Artificial Intelligence in Chemistry Meeting. Details of the meeting are here https://www.rscbmcs.org/events/aichem8/ You can submit abstracts

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Data Analysis Tools Hints and Tutorials Jupyter Notebook Macinchem Blog Software Reviews

Looking at TabPFN

6 February 202517 February 2025 chris

TabPFN is a foundation model  trained on around 130,000,000 synthetically generated datasets that mimic “real world” tabular data. These datasets sampled dataset size and number

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Data Analysis Tools Hints and Tutorials Macinchem Blog Science Apps Software Reviews

TabPFN on Apple Silicon

31 January 202531 January 2025 chris

A recent paper published in Nature caught my eye, Accurate predictions on small data with a tabular foundation model by Hollmann et al., Here we present

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Hints and Tutorials Jupyter Notebook Macinchem Blog

Structure-aware generative molecular design: from 2D or 3D?

20 January 202520 January 2025 chris

A very nice review of generative models for molecular design from Morgan Thomas. https://cheminformantics.blogspot.com/2024/12/structure-aware-generative-molecular.html Includes Jupyter notebooks for data and analysis.

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Macinchem Blog

RSC CICAG Distillate (formerly Newsletter) now available

15 January 202515 January 2025 chris

The CICAG Newsletter, which had its origins in the 1990s (when CICAG was two groups, the ‘Chemical Information Group’ and the ‘Computer Applications Subject Group’).

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Hints and Tutorials Macinchem Blog Science Apps

STOUT V2.0: SMILES to IUPAC name conversion using transformer models

31 December 202431 December 2024 chris

An interesting publication, using the IUPAC rules for naming compounds can be a challenge for for complex systems. This paper describes a transformer-based model https://doi.org/10.1186/s13321-024-00941-x

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Macinchem Blog

Apple Security Bounty for Private Cloud Compute

26 October 2024 chris

Apple are offering bounties for identification of vulnerabilities in their private cloud compute (PCC). PCC fulfills computationally intensive requests for Apple Intelligence, details are available

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Macinchem Blog

Feedback from 7th Artificial Intelligence in Chemistry Conference

22 October 202422 October 2024 chris

We have just got the results of the feedback from the 7th RSC-CICAG / RSC-BMCS Artificial Intelligence in Chemistry held at Churchill College in September.

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Macinchem Blog Uncategorised

Apple Intelligence an approach to AI privacy?

11 June 202411 June 2024 chris

This weeks WWDC gave details of upgrades to the various operating systems. Great to see the calculator make it to the iPad at last, the

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Macinchem Blog Science Apps

AlphaFold 3 is out, but….

10 May 202410 May 2024 chris

When AlphaFold was originally published by Google/Deepmind it was a step change in predicting protein 3D structures and it sparked an upsurge in activity around

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Chris Swain Follow

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Avatar Chris Swain @macinchem ·
6 Feb

Looking at TabPFN with Polaris datasets https://macinchem.org/2025/02/06/looking-at-tabpfn/ #cheminformatics

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Avatar RSC_CICAG @rsc_cicag ·
3 Feb

Don't forget to register for @RSC_BMCS Conformation Design in #DrugDiscovery conference on 3rd March! … #chemistry #medicinalchemistry #NMR #computationalchemistry #biologists

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Avatar Rowan @rowansci ·
31 Jan

RDKit is the standard software for cheminformatics, but RDKit doesn’t integrate naturally with high-accuracy chemistry simulation tools.

Starting from RDKit, it's non-trivial to simulate pKa, optimize conformers w/ ML, score tautomers, &c. There are many posts like this:

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Avatar Chris Swain @macinchem ·
31 Jan

Tabular Prior-data Fitted Network (TabPFN), a tabular foundation model on Apple Silicon. https://macinchem.org/2025/01/31/tabpfn-on-apple-silicon/

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