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|September 26, 2025
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Summary
This summary is machine-generated.

A new chemical notation, Conformer-SMILES (CSMILES), encodes molecular 3D structure and dihedral angles in compact strings. This method allows for canonical representation of molecular conformers, invariant to rotation and translation, enabling efficient data storage and machine learning applications.

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Area of Science:

  • Computational Chemistry
  • Cheminformatics
  • Structural Biology

Background:

  • Existing molecular line notation schemes like SMILES lack the ability to differentiate between various conformations of the same molecule.
  • Representing and storing 3D molecular structures efficiently is crucial for computational chemistry and drug discovery.

Purpose of the Study:

  • To develop an extension to the SMILES notation, termed CSMILES, capable of encoding specific molecular conformer information.
  • To create a compact and canonical text-based representation for 3D molecular structures, including dihedral angles.

Main Methods:

  • CSMILES extends the standard SMILES by incorporating dihedral angle values directly into the bond notation within the string.
  • Canonicalization at the conformer level ensures invariance to atom reordering, translation, and rotation.
  • A two-way conversion tool between 3D structures and CSMILES has been implemented, supported by Python code.

Main Results:

  • CSMILES strings provide a compact and readable representation of molecular conformers, even for complex structures involving branching, rings, and symmetry.
  • Canonical CSMILES strings are invariant to common transformations, ensuring consistent representation.
  • A functional Python implementation facilitates conversion between 3D molecular data and CSMILES notation.

Conclusions:

  • CSMILES offers a novel and efficient method for representing and storing 3D molecular structure information.
  • The developed notation has potential applications in developing machine learning models for conformation-dependent molecular properties.