Machine Learning Approach for Describing Water OH Stretch Vibrations

Physics & Astronomy

• machine learning 100%
• vibration 51%
• water 44%
• frequency shift 33%
• symmetry 10%
• molecules 9%
• atoms 8%
• dipole moments 7%
• solutes 7%
• polynomials 7%
• performance 7%
• decomposition 6%
• orbitals 6%
• matrices 4%
• configurations 4%
• interactions 3%

Engineering & Materials Science

• Machine learning 57%
• Water 42%
• Vibrational spectra 41%
• Atoms 18%
• Molecules 17%
• Neural networks 15%
• Dipole moment 13%
• Set theory 11%
• Polynomials 6%
• Feature extraction 6%
• Decomposition 6%

Chemical Compounds

• Vibrational Frequency 76%
• Dipole Moment 24%
• Molecule 18%
• Decomposition 16%