Computable Drug Discovery. Our mission is to transform drug discovery into a computable task.

USA, Spain
Joined March 2011
Preprint release 😀 of "Speak to a Protein," an AI co-scientist that facilitates data gathering and analysis in an interactive collaborative session. It is quite amazing to use. Preprint: arxiv.org/abs/2510.17826
1
2
8
418
Moving forward towards reasoning models
I've been thinking about how reasoning models will change AI applied to science. The recent papers from Deepseek/AI2/MoonShotAI are showing that we can exceed humans on reasoning tasks and I've written up some reflections on the consequences.
1
309
AceForce 1.0 isn’t just for RBFE calculations—it’s also enabling advanced protein-ligand simulations using NNP/MM methodologies. Discover how AceForce enhances accuracy and efficiency in computational drug discovery.
1
1
10
561
Learn how to set up and execute protein-ligand simulations with AceForce in our step-by-step tutorial: software.acellera.com/acemd/…
1
116
AceForce 1.0 is here. Our neural network potential is designed to enhance drug discovery with quantum-level accuracy. AceForce 1.0 delivers precise predictions, reduces computational costs, and integrates seamlessly into workflows. Discover more: acellera.com/blog/advancing-…
11
1
64
4,210
ACEMD 4.0.0 is here! Now featuring seamless integration of Neural Network Potentials (NNP) with Molecular Mechanics (MM) for advanced hybrid simulations. Key features: 🔹 Simplified NNP/MM simulations 🔹 Python API & backward compatibility Explore more: acellera.com/blog/release-of…
10
1
51
1,927
Curious about our tools for drug discovery? Join us on Nov 6 at @ccpbiosim's Industry Talk, where we'll discuss how we use MD simulations in our QuantumBind platform. Register for free here: ukri.zoom.us/webinar/registe…
2
185
Recent results from our new QuantumBind-ABFE protocol showed strong alignment with experimental outcomes in our latest RIPK2 campaign, with prediction errors of 0.6 and 1.7 kcal/mol for our two nanoMolar hits, ranking them at the top of the list.
3
1
15
1,909
Great news! Our new PlayMolecule drug discovery protocol identified 2 compounds with nanomolar activity (40 & 85 nM) for RIPK2 and >1000 selectivity vs RIPK1. With a 40% hit rate and a 1-week turnaround, we're pushing the limits of rapid, AI-driven discovery.
2
4
11
990
This afternoon, our CEO, @gdefabritiis , will be speaking at the @CECAMevents Flagship WS on how to enhance  the accuracy of relative binding free energies via machine learning potentials
3
7
674
Gianni De Fabritiis is attending the L2M3 Workshop at CECAM-HQ in Lausanne! He'll showcase as well Acellera's work on applying chemical language models for chemistry. Stay tuned for insights and updates! #LLMs #Chemistry #Acellera #Innovation @CECAM_Org @gdefabritiis
2
3
7
1,212
We are thrilled to announce that Professor Andrew White (@andrewwhite01), an AI-driven drug discovery pioneer, has joined Acellera Therapeutics' Advisory Board. Welcome, Andrew! acellera.com/blog/prof-andre…
4
9
112
6,411
#ACEFORCE coming along nicely. Scan with the Aceforce DFT model on the Sellers torsion scan benchmark and we are still improving it.
1
9
957
Acellera retweeted
Acellera's CEO @gdefabritiis will give a lecture today on machine learning potentials at portal.ml4dd.com/summerschoo…
1
3
392
Acellera's CEO @gdefabritiis will give a lecture today on machine learning potentials at portal.ml4dd.com/summerschoo…
1
3
392
Trying to build nice graphics for a presentation? We are always working at improving the #PlayMolecule viewer. Try lnkd.in/dhVwfp7x.
2
9
838
Discover how Acellera Tx is leveraging AI-driven drug discovery to deliver efficient target-to-hit insights within weeks, achieving a hit rate of over 10% across various target families with our cutting-edge technology. 📅 Book a meeting to learn more: login.partnering.bio.org/ino…
1
158
🚀 ACEGEN by Acellera Therapeutics Our new toolkit for generative drug design that harnesses #ReinforcementLearning. Designed for robustness and efficiency, ACEGEN accelerates the discovery of desirable molecules. Learn more 👉 acellera.com/blog/acegen-a-r… #DrugDiscovery #AI #Pharma
2
18
1,896