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Dries Van Rompaey

@dries-vr

Machine learning for molecular discovery @JNJ

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25.11.2024
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Latest posts by Dries Van Rompaey @dries-vr

Matching Molecular Series with MatchMolSeries.py “What else can we put on that position to improve potency?” If you’ve worked in small molecule discovery, you’ll probably have heard some variation of that question before. Replacing R-groups tends to...

New blog post is live! Join me in taking a look at the intuition behind the tried and tested Matched Molecular Series method, coding up an implementation leveraging polars, and exploring some matched series!

driesvr.github.io/2025/01/27/m...

28.01.2025 19:05 👍 1 🔁 0 💬 0 📌 0

Thanks for curating these resources Pat! Really cool to see my humble blog featured there 😄

24.01.2025 14:23 👍 1 🔁 0 💬 0 📌 0

Thanks to @wpwalters.bsky.social for the excellent FWA notebook that this post is based on!

09.01.2025 20:49 👍 1 🔁 0 💬 0 📌 0
Free-Wilson edge-cases I’ve always been a fan of Free-Wilson Analysis. It’s just such a useful tool: it’s easy-to-use, it helps you understand SAR better and it generates all potentially interesting combinations of your com...

Free-Wilson Analysis is an awesome tool for both compound generation and data analysis. In this very first blog post, I try to remedy some of the edge cases that can pop up: driesvr.github.io/2025/01/06/f...

09.01.2025 20:46 👍 0 🔁 0 💬 1 📌 0
Preview
Toward Dose Prediction at Point of Design Human dose prediction (HDP) is a useful tool for compound optimization in preclinical drug discovery. We describe here our exclusively in silico HDP strategy to triage compound designs for synthesis a...

Can we already start thinking about dose at the point of design? We discuss how we try to tackle this challenge and take a closer look at the impact of the accuracy of individual predictions.

pubs.acs.org/doi/abs/10.1...

12.12.2024 20:01 👍 3 🔁 0 💬 0 📌 0

As if I needed another reason to be jealous of everyone attending NeurIPS!

09.12.2024 19:10 👍 1 🔁 0 💬 0 📌 0

Here's a Cheminformatics Starter
pack! Let me know if you would like to be added! And more importantly, do encourage people to join the blue skies :D

17.11.2024 04:43 👍 74 🔁 21 💬 31 📌 1

Nice work Srijit! I’d love to be added to the list.

30.11.2024 15:29 👍 0 🔁 0 💬 1 📌 0
Preview
Molecule auto-correction to facilitate molecular design - Journal of Computer-Aided Molecular Design Ensuring that computationally designed molecules are chemically reasonable is at best cumbersome. We present a molecule correction algorithm that morphs invalid molecular graphs into structurally rela...

Molecule auto‑correction to facilitate molecular design doi.org/10.1007/s108... #compchem

26.11.2024 07:29 👍 39 🔁 3 💬 1 📌 0

Thanks for pulling this pack together Marwin! Feels like home already 😄

25.11.2024 22:44 👍 1 🔁 0 💬 1 📌 0