RMechDB

RMechDB provides a curated compendium of elementary radical reaction steps for computational modeling and prediction of radical reaction mechanisms.


Key Features:

  • Extensive Data Collection: Hosts over 5,300 manually curated elementary radical reaction steps, each characterized by a single transition state at or around room temperature and representing plausible arrow-pushing mechanisms for organic radicals.
  • Diverse Sources of Data: Contains over 2,000 mechanistic steps extracted from textbooks and research publications and an additional ~3,000 steps from gas-phase atmospheric reactions involving isoprene and other organic molecules sourced from the Master Chemical Mechanism (MCM) website.
  • Structured Data Representation: Encodes all reaction data in the SMIRKS format with precise atom mapping and annotations for arrow-pushing mechanisms.

Scientific Applications:

  • Chemical Reaction Prediction: Provides curated elementary-step data for training and validating data-driven models of radical reaction prediction.
  • Chemoinformatics and Mechanism Analysis: Supplies a unified, structured representation of radical steps for mechanistic analysis and extraction of mechanistic rules.
  • Atmospheric Chemistry: Includes gas-phase radical reaction steps, including isoprene chemistry from MCM, relevant to atmospheric reaction modeling.
  • Organic Synthesis and Materials Science: Supports analysis and prediction of radical behavior pertinent to organic synthesis and materials-related radical processes.

Methodology:

All reactions are encoded in SMIRKS with precise atom mapping and arrow-pushing annotations.

Topics

Details

Cost:
Free of charge
Tool Type:
web application
Operating Systems:
Mac, Linux, Windows
Added:
3/18/2023
Last Updated:
11/24/2024

Operations

Publications

Tavakoli M, Chiu YTT, Baldi P, Carlton AM, Van Vranken D. RMechDB: A Public Database of Elementary Radical Reaction Steps. Journal of Chemical Information and Modeling. 2023;63(4):1114-1123. doi:10.1021/acs.jcim.2c01359. PMID:36799778. PMCID:PMC9976277.

PMID: 36799778
PMCID: PMC9976277
Funding: - Army Research Office: W911NF1810349 - National Science Foundation: 195811