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Category: Macinchem Blog

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Macinchem Blog Science Apps

Prediction of Hydrogen-Bond-Acceptor Strength

25 January 202525 January 2025 chris

Hydrogen bonds are critical for many aspects of chemistry and biology, from the physicochemical properties of molecules, binding affinity, membrane permeability and more. However, prediction

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Macinchem Blog

Conformational Design in Drug Discovery

24 January 202524 January 2025 chris

BMCS are hosting an exciting “Conformational Design in Drug Discovery” conference at the AstraZeneca DISC in Cambridge, UK on March 3, 2025. Abstract submission deadline

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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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Data Analysis Tools Hints and Tutorials Macinchem Blog Science Apps

Alvascience Tools Now Fully Optimized for Apple Silicon

15 January 202515 January 2025 chris

Whilst Apple’s emulation later Rosetta2 that allows X86_64 applications to run on Apple Silicon this is not ideal especially for computationally intensive tasks. The latest

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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 Science Apps

ChimeraX updated

16 December 202420 January 2025 chris

UCSF ChimeraX version 1.9 has been released! ChimeraX includes user documentation and is free for noncommercial use.Download for Windows, Linux, and MacOS from:https://www.rbvi.ucsf.edu/chimerax/download.html Updates since

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Macinchem Blog Science Apps

AlvaDesc updated

12 December 202412 December 2024 chris

AlvaDesc v3.0.0 has been updated, it has a few new features but for Mac users it is now fully compatible with Apple Silicon!! AlvaDesc is

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Hints and Tutorials Macinchem Blog

Using VMD and Gromacs on M4 Macs

4 December 202413 January 2025 chris

A reader asks about running VMD and installing Gromacs on M4 Macs. I don’t use either application and looking on the VMD website there is

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Jupyter Notebook Macinchem Blog Science Apps

ShEPhERD: Shape, Electrostatics, and Pharmacophore Explicit Representation Diffusion

23 November 202423 November 2024 chris

A really interesting preprint caught my attention from Connor Coley’s group at MIT. ShEPhERD diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design https://arxiv.org/abs/2411.04130v1 …

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  • View post by on Bluesky

    @macinchem.bsky.social 4 days

    Generation of MedChem-similar Molecules

    A recent paper on ChemRxiv https://chemrxiv.org/doi/10.26434/chemrxiv-2025-9c1v6 describes ANNalog a transformer-based sequence-to-sequence generative model trained on pairs of...

    https://macinchem.org/2026/04/17/generation-of-medchem-similar-molecules/
  • View post by on Bluesky

    @macinchem.bsky.social 6 days

    A few upcoming meetings that may be of interest

    Cambridge Cheminformatics Meeting Cambridge Cheminformatics Meeting, 22 April 2026 *** AI Agents for Omics *** Chemical Space Docking for Billion-Sized Libraries...

    https://macinchem.org/2026/04/15/a-few-upcoming-meetings-that-may-be-of-interest/
  • View post by on Bluesky

    @macinchem.bsky.social 1 week

    iNMR updated 7.1.1 released

    iNMR is a fantastic app for NMR spectroscopy, it has been around for over 20 years and gets better with every release. It has been compiled for the Apple...

    https://macinchem.org/2026/04/14/inmr-updated-7-1-1-released/
  • View post by on Bluesky

    @macinchem.bsky.social 2 weeks

    Cambridge Cheminformatics Network Meeting

    Cambridge Cheminformatics Meeting, 22 April 2026 *** AI Agents for Omics *** Chemical Space Docking for Billion-Sized Libraries *** Quantum Chemistry for Protein-Ligand...
  • View post by on Bluesky

    @macinchem.bsky.social 2 weeks

    mlxmolkit — GPU-accelerated molecular toolkit on Apple Silicon

    I've previously written about mlxmolkit in particular for clustering where see a 40-fold improvement in speed. The toolkit has now...

    https://macinchem.org/2026/04/08/mlxmolkit-gpu-accelerated-molecular-toolkit-on-apple-silicon/
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  • Generation of MedChem-similar Molecules
  • A few upcoming meetings that may be of interest
  • iNMR updated 7.1.1 released
  • Cambridge Cheminformatics Network Meeting
  • mlxmolkit — GPU-accelerated molecular toolkit on Apple Silicon
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