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Hints and Tutorials Jupyter Notebook Macinchem Blog

A Jupyter Notebook to access structures and data from the Idler master worksheet

26 January 202628 January 2026 chris

There was an interesting publication from the Todd group at UCL on Chemrxiv “Idler Compounds: A Simple Protocol for Openly Sharing Fridge Contents for Cross-Screening”

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Macinchem Blog meetings

Joining or Renewing RSC membership

19 November 202519 November 2025 chris

It is that time of the year when Royal Society of Chemistry membership forms arrive in the letterbox. Most people don’t join any of the

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Hints and Tutorials Macinchem Blog

MayaChemTools updated

2 October 20252 October 2025 chris

The excellent MayChemTools has been updated MayaChemTools is a growing collection of Perl and Python scripts, modules, and classes to support a variety of day-to-day computational discovery needs. The

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Macinchem Blog Science Apps

BindFlow

29 September 202529 September 2025 chris

Binding free energy calculations are challenging so always good to efforts in this area https://www.biorxiv.org/content/10.1101/2025.09.25.678545v1 We present BindFlow, a Python-based software for automated absolute binding

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Hints and Tutorials Macinchem Blog

nvMolKit: a core set of GPU-accelerated RDKit functions

11 September 202518 September 2025 chris

An interesting post from Nvidia. nvMolKit, is a standalone, GPU-accelerated library that delivers 1-4 orders of magnitude of acceleration across five key functions: Morgan Fingerprinting,

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Hints and Tutorials Macinchem Blog Science Apps

ORCA Python Interface

16 August 2025 chris

The ORCA Python Interface (OPI) is a Python library to create input and parse output of ORCA. It is designed as an open source community effort

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Hints and Tutorials Macinchem Blog Science Apps

Boltz on Apple Silicon

17 June 202518 June 2025 chris

A recent paper described Boltz-1: Democratizing Biomolecular Interaction Modeling https://www.biorxiv.org/content/10.1101/2024.11.19.624167v2 Boltz-1, an open-source deep learning model incorporating innovations in model architecture, speed optimization, and data

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Macinchem Blog Other Tips

SureChEMBl update

4 May 2025 chris

If you have been trying to access patent data via SureChEMBL recently you will be very aware that the team have been struggling to provide

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Hints and Tutorials Macinchem Blog Vortex Scripts

Uniprot to PDB id Vortex script

13 April 202513 April 2025 chris

The previous scripts have allowed the user to get more information about a PDB entry and to import the ligand structures. This script allows the

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Hints and Tutorials Jupyter Notebook Macinchem Blog Software Reviews

BitBirch update

10 April 202510 April 2025 chris

I’ve written a comparison of various clustering tools including BitBirch. A recent preprint [DOI] has illustrated BitBIRCH Clustering Refinement Strategies. In this Application Note we

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    @macinchem.bsky.social 2 days

    OpenADMET Blind Challenge: Predicting PXR Induction

    The next OpenADMET blind challenge focuses on predicting human Pregnane-X Receptor (hPXR) induction. The pregnane X receptor (hPXR) is the major...
  • View post by on Bluesky

    @macinchem.bsky.social 4 days

    OpenFold3-preview

    OpenFold3-preview is a biomolecular structure prediction model aiming to be a bitwise reproduction of DeepMind'sAlphaFold3, developed by the AlQuraishi Lab at Columbia University and the OpenFold consortium. This research...
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    @macinchem.bsky.social 5 days

    SCORE MLX Distilled CheMeleon molecular fingerprints on Apple Silicon

    ChemeleonSMD distills the CheMeleon pretrained Directed Message Passing Neural Network (DMPNN) into a SCORE-style...

    https://macinchem.org/2026/03/14/score-mlx-distilled-chemeleon-molecular-fingerprints-on-apple-silicon/
  • View post by on Bluesky

    @macinchem.bsky.social 1 week

    PDB reaches a quarter of a million structures

    The Protein Data Bank is an invaluable resource for protein structural information. As well as being a resource used by structural biologists, medicinal chemists and...

    https://macinchem.org/2026/03/12/pdb-reaches-a-quarter-of-a-million-structures/
  • View post by on Bluesky

    @macinchem.bsky.social 1 week

    mlxmolkit — GPU-accelerated molecular clustering on Apple Silicon

    Recently a guest post from NVIDIA described GPU-Accelerated Clustering with nvMolKit that uses CUDA. A recent post no...

    https://macinchem.org/2026/03/11/mlxmolkit-gpu-accelerated-molecular-clustering-on-apple-silicon/

Recent Posts

  • RSC CICAG Chemical Structure Representations Meeting 2026 
  • OpenADMET Blind Challenge: Predicting PXR Induction
  • OpenFold3-preview
  • SCORE MLX Distilled CheMeleon molecular fingerprints on Apple Silicon
  • PDB reaches a quarter of a million structures
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