Noel O'Boyle
@baoilleach.bsky.social
📤 149
📥 66
📝 44
#cheminformatics
reposted by
Noel O'Boyle
Geoff Hutchison
15 days ago
Obviously a lot is going on (gestures widely) Amid chaos, I cope by doing *something* -- anything. Lately, it's been coding for
@avogadro.cc
because it feels like some small change I can do myself For *years* I've wanted to show electron density volumes .. little clouds ☁️☁️
#compchem
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I'm publicising the ChEMBL UGM. There are various community members or organisations that maintain newsletters in the field of cheminformatics, but I'm not aware of them all. Andreas Bender has one, CICAG and CINF have more formal ones; are there others?
#cheminformatics
#CINF
18 days ago
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Blogpost that looks at how LLMs have improved at 'reasoning' over time. This is a key capability that enables many scientific workflows.
baoilleach.blogspot.com/2026/01/impr...
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Improvement in reasoning performance of LLMs over time
If you tried using ChatGPT when it first came out and concluded it wasn't much use for a scientific reasoning task, it might be time to try ...
https://baoilleach.blogspot.com/2026/01/improvement-in-reasoning-performance-of.html
28 days ago
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reposted by
Noel O'Boyle
Chemical Biology Services
about 1 month ago
A blogpost on changes to ChEMBL data deposition:
chembl.blogspot.com/2026/01/chan...
...and not unrelated, a recent talk I gave on why data curation is needed and what it involves:
github.com/chembl/prese...
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Changes to ChEMBL Data Deposition
Over the years, ChEMBL has accepted 336 datasets deposited by the community. In fact, these data now comprise around 50% of the bioactivity ...
https://chembl.blogspot.com/2026/01/changes-to-chembl-data-deposition.html
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Join the team!
add a skeleton here at some point
about 1 month ago
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A blog post on "Classifying PubMed Abstracts with LLMs".
baoilleach.blogspot.com/2026/01/clas...
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Classifying PubMed Abstracts with LLMs
I've just spent the Christmas playing with the OpenAI API, and I am impressed at what is now possible. There are 38M PubMed Abstracts (*); t...
https://baoilleach.blogspot.com/2026/01/classifying-pubmed-abstracts-with-llms.html
about 1 month ago
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reposted by
Noel O'Boyle
Chemical Biology Services
about 2 months ago
The date for the ChEMBL UGM has been fixed for June 10-11 2026. The website is up at
www.ebi.ac.uk/about/events...
and registration opens in January. See you next year!
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2nd ChEMBL User Group Meeting – EMBL-EBI Events
https://www.ebi.ac.uk/about/events/events/public-event/2026/ebi-9/
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reposted by
Noel O'Boyle
Rocío Mercado Oropeza
2 months ago
👉 Just 2 weeks left to apply to these positions in our team (AI Lab for Molecular Engineering) in Sweden. Come design polymers with us! To learn more about our team, please visit our group website:
ailab.bio
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My team has roles available for scientific developers either as Technical Lead (more senior) or as part of the development of a Side Effect Resource.
baoilleach.blogspot.com/2025/12/open...
#chemsky
#chemjobs
#bionformatics
#cheminformatics
#datascience
#techlead
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Openings for Scientific Developers in the Chemical Biology Services team
As part of a collaboration with Open Targets on the development of a Side Effect Resource to guide target selection, we have two positions a...
https://baoilleach.blogspot.com/2025/12/openings-for-scientific-developers-in.html
2 months ago
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Apply now! Or DM me if you have questions. This is a hands-on role managing the dev team responsible for
#chembl
,
#chebi
, etc. Looking forward to seeing who applies!
add a skeleton here at some point
2 months ago
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reposted by
Noel O'Boyle
Kohulan Rajan
5 months ago
Our new paper now 🎉 Published: Cheminformatics Microservice V3! Paper:
doi.org/10.1186/s133...
🛠️ Web app + API: RDKit, CDK, Open Babel — NO install, 100% open-source. Try now:
app.naturalproducts.net
#Cheminformatics
#OpenScience
#Innovation
#CompChem
#Opensource
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Cheminformatics Microservices UI
Cheminformatics Microservices UI - A modern interface for chemical data analysis
https://app.naturalproducts.net
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reposted by
Noel O'Boyle
Chemical Biology Services
5 months ago
We've just released a webinar that provides background on the
#chembl
database alongside worked examples highlighting some common scenarios in drug discovery initiatives.
chembl.blogspot.com/2025/09/make...
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Make the most of the ChEMBL interface with our newest webinar!
Before starting a new drug discovery project, it’s useful to compile existing data on compounds and targets of interest. Open access bioacti...
https://chembl.blogspot.com/2025/09/make-most-of-chembl-interface-with-our.html
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I've gone from a review a year to being asked 6 times in as many weeks. The honeymoon period of returning to academia is well and truly over... :-)
5 months ago
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reposted by
Noel O'Boyle
Chemical Biology Services
5 months ago
We have gone back in time and generated SQLite files for all releases of
#ChEMBL
from version 1 onwards making it easier to carry out analyses across ChEMBL versions.
chembl.blogspot.com/2025/09/sqli...
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https://chembl.blogspot.com/2025/09/sqlite-versions-now-available-for-all.html
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Want to work with me on cool stuff?
#ukchemjobs
#chembl
#chemjobs
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6 months ago
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Where's the best place to advertise a (computational) postdoc position? (asking for a friend...)
#chemjobs
#chempostdocs
6 months ago
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reposted by
Noel O'Boyle
Jess Ewald
6 months ago
Check out this opportunity to join my lab as a postdoc!
www.ebi.ac.uk/research/pos...
Every year, faculty from EMBL-EBI and the Wellcome Sanger Institute co-develop projects that allow fellows to be part of ✨both✨ of these amazing research institutes.
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EMBL-EBI-Sanger postdoctoral fellowships (ESPOD)
The ESPOD fellowship builds on the collaborative relationship between EMBL-EBI and the Wellcome Sanger Institute, offering projects that combine experimental (wet-lab) and computational (dry-lab) appr...
https://www.ebi.ac.uk/research/postdocs/espods/
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#cheminformatics
#chembl
#surechembl
#chemjobs
#chempostdocs
add a skeleton here at some point
7 months ago
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Blog post on "A new job, a postdoc opportunity, an open biological curator role, and a user group meeting"
baoilleach.blogspot.com/2025/07/a-ne...
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A new job, a postdoc opportunity, an open biological curator role, and a user group meeting
Almost exactly 6 months ago, I took over the leadership of the Chemical Biology Services team at EMBL-EBI, Hinxton, UK. This is the team th...
https://baoilleach.blogspot.com/2025/07/a-new-job-postdoc-opportunity-open.html
7 months ago
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reposted by
Noel O'Boyle
Olexandr Isayev 🇺🇦 🇺🇸
7 months ago
Selfie with
@baoilleach.bsky.social
in severe violation of CADD GRC policy 😀 Cool things are coming to ChEMBL, stay tuned 🤖
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Very excited about this!
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7 months ago
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Blog post: "A 16-year time loop"
baoilleach.blogspot.com/2025/07/a-16...
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A 16-year time loop
Next week I wlil be attending the Computer Aided Drug Design Gordon Research Conference (CADD GRC) in the US (Maine). The last (and only)...
https://baoilleach.blogspot.com/2025/07/a-16-year-time-loop.html
7 months ago
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reposted by
Noel O'Boyle
Chris de Graaf
8 months ago
Closing the loop on
#GenAI
for
#GPCR
#SBDD
www.nature.com/articles/s41...
tinyurl.com/yeyhfr7j
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Identification of nanomolar adenosine A2A receptor ligands using reinforcement learning and structure-based drug design - Nature Communications
Here the authors combine a deep generative model with structure-based drug design and prospectively validate functionally active, nanomolar, A2A adenosine receptor ligands and solve their crystal stru...
https://www.nature.com/articles/s41467-025-60629-0
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reposted by
Noel O'Boyle
Roland Dunbrack 🏳️🌈
8 months ago
CASP is the main reason the protein structure prediction technology and research field advanced over the last 30 years. And the main reason AI based methods have been accepted and widely applied in biology. So shortsighted of NIH to postpone or even halt funding. John Moult is a scientific hero.
add a skeleton here at some point
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reposted by
Noel O'Boyle
Chemical Biology Services
8 months ago
The ChEMBL-og: Support ChEMBL - EMBL-EBI user survey!
chembl.blogspot.com/2025/06/supp...
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Support ChEMBL - EMBL-EBI user survey!
If our data resources have ever been of use to you, here’s your chance to give back! EMBL-EBI’s impact survey aims to understand the usage,...
https://chembl.blogspot.com/2025/06/support-chembl-embl-ebi-user-survey.html
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reposted by
Noel O'Boyle
Nathan Brown
8 months ago
🚀 Healx is launching a new blog series on practical, open-source workflows for drug discovery! First up: a KNIME + ChEMBL pipeline to explore compound-target interactions. Big thanks to
#RDKit
, ChEMBL, UniChem & KNIME! 🧪 Read more:
medium.com/low-code-for...
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Unveiling Biological Targets with KNIME
A Hands-On Workflow Powered by ChEMBL Data
https://medium.com/low-code-for-advanced-data-science/unveiling-biological-targets-with-knime-96562922aeb1
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reposted by
Noel O'Boyle
pen(Taka)
9 months ago
Use MCP for making query of Database
#cheminformatics
#AI
Recently I have interest to MCP. Because MCP can engage task and API with natural language so we don't need code (BTW, I love writing code!!!!). Today I tried to make SQL query with MCP. I used Claude desktop. At first I modfied config file…
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Use MCP for making query of Database #cheminformatics #AI
Recently I have interest to MCP. Because MCP can engage task and API with natural language so we don't need code (BTW, I love writing code!!!!). Today I tried to make SQL query with MCP. I used Claude desktop. At first I modfied config file shown below. postgres part is added. $ vim ~/.config/Claude/claude_desktop_config.json { "mcpServers": { "weather": { "command": "uv", "args": [ "--directory", "/home/iwatobipen/dev/weather", "run", "weather.py" ] }, "chemblmcp": { "command": "uv", "args": [ "--directory", "/home/iwatobipen/dev/chembl_mcp", "run", "chemblmcp.py" ] }, # this part is used for communicating postgres!!!
https://iwatobipen.wordpress.com/2025/06/03/use-mcp-for-making-query-of-database-cheminformatics-ai/
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reposted by
Noel O'Boyle
pen(Taka)
9 months ago
Compile GAMESS from source GAMESS is one of the major program of open source program of quantum chemistry. My former boss is QC/QM expart and I learned usefullnes of GAMESS. So I like GAMESS but recently I don't have opportunity to use GAMESS. Today I tried to compile new version of GAMESS on…
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Compile GAMESS from source
GAMESS is one of the major program of open source program of quantum chemistry. My former boss is QC/QM expart and I learned usefullnes of GAMESS. So I like GAMESS but recently I don't have opportunity to use GAMESS. Today I tried to compile new version of GAMESS on Ubuntu24 because FMOKit is publised 🙂 At first, I registered GAMESS HP…
https://iwatobipen.wordpress.com/2025/05/31/compile-gamess-from-source/
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reposted by
Noel O'Boyle
Chemical Biology Services
9 months ago
Just one week left to apply for this position in our team, as frontend developer:
embl.wd103.myworkdayjobs.com/EMBL/job/Hin...
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Frontend Developer
We are looking for a talented frontend developer to join the Chemical Biology team at the European Bioinformatics Institute (EMBL-EBI) located on the Wellcome Genome Campus near Cambridge in the UK. T...
https://embl.wd103.myworkdayjobs.com/EMBL/job/Hinxton-Cambridgeshire/Frontend-Developer_JR970
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Great to be working with Daniel again.
add a skeleton here at some point
9 months ago
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reposted by
Noel O'Boyle
Geoff Hutchison
9 months ago
Too bad you can't give a Nobel prize to the PDB. How much science and medicine has been enabled because of this open resource?
#OpenScience
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reposted by
Noel O'Boyle
Matthieu Schapira
10 months ago
@thesgc.bsky.social
is generating large/open screening data and inviting data scientists to train their ML models via DREAM challenges: 1- train your model on DEL data 2- retrospectively predict 138 ASMS true positives 3- predict new hits. We will test them and publish together.
bit.ly/3YXVKoT
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First DREAM Target 2035 Drug Discovery Challenge
'First DREAM Target 2035 Drug Discovery Challenge' (Synapse ID: syn65660836) is a project on Synapse. Synapse is a platform for supporting scientific collaborations centered around shared biomedic...
https://bit.ly/3YXVKoT
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reposted by
Noel O'Boyle
10 months ago
The patent database SureChEMBL has been updated
macinchem.org/2025/05/04/s...
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SureChEMBl update – Macs in Chemistry
https://macinchem.org/2025/05/04/surechembl-update/
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reposted by
Noel O'Boyle
Barbara Zdrazil
10 months ago
In this review we are thoroughly discussing pros&cons and applications of different NLP/ AI methods for drug discovery….hoping it’s of use!
add a skeleton here at some point
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reposted by
Noel O'Boyle
EMBL-EBI
10 months ago
Welcome, Noel O’Boyle! Joining as EMBL-EBI’s new Chemical Resources Team Leader, Noel brings with him a background in chemistry, programming, & data-driven drug discovery 💊 Find out more:
www.ebi.ac.uk/about/news/p...
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Welcome: Noel O’Boyle
EMBL-EBI’s new Chemical Biology Resources Team Leader aims to encourage community engagement and explore AI-driven approaches.
https://www.ebi.ac.uk/about/news/perspectives/welcome-noel-oboyle/
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reposted by
Noel O'Boyle
11 months ago
We have two
#postdoc
positions open to join my team at
@ebi.embl.org
in beautiful Cambridge! We are a mission-driven, highly collaborative and dynamic team located at the Wellcome Genome Campus, one of the most exciting hubs in the world focused on biomedical research 👇
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Postdoctoral Fellow
Your group The Cortes-Ciriano group studies the mutational processes and mechanisms of genome instability underpinning tumourigenesis, immune escape, and drug response through the analysis of high-thr...
https://embl.wd103.myworkdayjobs.com/en-US/EMBL/details/Postdoctoral-Fellow_JR351?jobFamilyGroup=e80afa7e65f51007291b04914c520000&locations=e80afa7e65f5100729542eddd1ff0000
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Over on LinkedIn, I am polling people on whether they are interested in attending a ChEMBL UGM in person or remote. Leave a message here or follow the link if interested. (Stupid LI, you need to view desktop version of this site if on phone):
www.linkedin.com/posts/noel-o...
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Noel O'Boyle posted on LinkedIn
Noel O'Boyle posted on LinkedIn
https://www.linkedin.com/posts/noel-o-boyle-2a32474_activity-7313438505894883328-ed07?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAC_TNsB7DVeylV8kDmyK08Rj5YdkMW5Rfw
11 months ago
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reposted by
Noel O'Boyle
11 months ago
Well worth a read.
rdcu.be/ec7xt
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Fifteen years of ChEMBL and its role in cheminformatics and drug discovery | Journal of Cheminformatics
https://rdcu.be/ec7xt
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reposted by
Noel O'Boyle
Christopher Southan
11 months ago
Essential reading
jcheminf.biomedcentral.com/articles/10....
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PubMedCentral down.
nih.gov
in general seems to be down. Also
cancer.gov
(National Cancer Institute).
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National Institutes of Health (NIH)
Official website of the National Institutes of Health (NIH). NIH is one of the world's foremost medical research centers. An agency of the U.S. Department of Health and Human Services, the NIH is the ...
https://nih.gov
12 months ago
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reposted by
Noel O'Boyle
12 months ago
How to create a local copy of PubChem and run searches.
macinchem.org/2025/02/17/s...
#cheminformatics
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Searching a local copy of PubChem – Macs in Chemistry
https://macinchem.org/2025/02/17/searching-a-local-copy-of-pubchem/
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Follow up post: "MMPA: The case of the missing group Part II"
baoilleach.blogspot.com/2025/02/mmpa...
#cheminformatics
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MMPA: The case of the missing group Part II
I was reading over my recent blogpost on MMPA when I started wondering whether the approaches I described actually were the best ways of fi...
https://baoilleach.blogspot.com/2025/02/mmpa-case-of-missing-group-part-ii.html
about 1 year ago
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reposted by
Noel O'Boyle
about 1 year ago
Mychem a chemoinformatics extension for MySQL
macinchem.org/2025/02/09/m...
#cheminformatics
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Mychem a chemoinformatics extension for MySQL – Macs in Chemistry
https://macinchem.org/2025/02/09/mychem-a-chemoinformatics-extension-for-mysql/
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reposted by
Noel O'Boyle
Greg Landrum
about 1 year ago
This week's
#RDKit
blog post looks at measuring the similarity between documents in ChEMBL by using the similarity between the compounds in the documents.
greglandrum.github.io/rdkit-blog/p...
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ChEMBL Document Similarity – RDKit blog
Using compound similarity to define document similarity
https://greglandrum.github.io/rdkit-blog/posts/2025-02-02-chembl-document-similarity-1.html
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SmiZip v2.0 released
baoilleach.blogspot.com/2025/02/smiz...
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SmiZip 2.0 released
SmiZip is a compressor for SMILES strings that uses the unused characters from the extended ASCII set. So, for example, while the character...
https://baoilleach.blogspot.com/2025/02/smizip-20-released.html
about 1 year ago
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Post on MMPA: The case of the missing group
baoilleach.blogspot.com/2025/01/mmpa...
#cheminformatics
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MMPA: The case of the missing group
An efficient approach to Matched Molecular Pair Analysis (MMPA) consists of fragmenting molecules at a subset of single bonds and then colla...
https://baoilleach.blogspot.com/2025/01/mmpa-case-of-missing-group.html
about 1 year ago
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#cheminformatics
#compchem
#medchem
add a skeleton here at some point
about 1 year ago
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ReplaceR - a webapp that suggests R group and linker replacements
baoilleach.blogspot.com/2025/01/repl...
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ReplaceR - common R group and linker replacements
Introducing ReplaceR , a webapp that suggests R group or linker replacements that a medicinal chemist might consider making after the query...
https://baoilleach.blogspot.com/2025/01/replacer-common-r-group-and-linker.html
about 1 year ago
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Here's a paper on ZSMILES, a compression method for SMILES that is definitely not a rearrangement of the letters of smizip. :-) I guess they missed it, but they do reference SMAZ, which is basically the same, but don't talk about the differences:
arxiv.org/pdf/2404.19391
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https://arxiv.org/pdf/2404.19391
about 1 year ago
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