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Carnegie Mellon University
- Pittsburgh, PA
- http://olexandrisayev.com
- https://orcid.org/0000-0001-7581-8497
- @olexandr
Highlights
- Pro
Stars
CReM-dock: generation of chemically reasonable molecules guided by molecular docking
Training and prediction scripts for Chemprop models trained on ADMET datasets
Official implementation of MatterGen -- a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards a wide range of property c…
A large benchmark dataset, Blood-Brain Barrier Database (B3DB), complied from 50 published resources.
Bayesian Multistate Bennett Acceptance Ratio Method
Command line and webapp for retrosynthetic disconnections, molecular complexity and synthetic accessibility metrics
Interface to OpenMM for easy setup of molecular dynamic simulations of protein-ligand complexes
Automated tools for the generation of bespoke SMIRNOFF format parameters for individual molecules.
[ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models
BBBP Explainer is a code to generate structural alerts of blood-brain barrier penetrating and non-penetrating drugs using Local Interpretable Model-Agnostic Explanations (LIME) of machine learning …
SMARTS: 'regular expressions' for chemical structures
Diffusion model based protein-ligand flexible docking method
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
A Python API for the RCSB Protein Data Bank (PDB)
Official implement of paper "AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation" [EMNLP 24']
A Python package for processing molecules with RDKit in scikit-learn
The BigBind protein-ligand binding dataset (and BayesBind benchmark)
Resources, Code, and Other things I use to teach Cheminformatics.