IVYA-FMGRU: A frequency-domain context interaction model with bio-inspired optimization for significant wave height prediction

Key Points

• Significant wave height prediction achieved through an innovative frequency-domain model with bio-inspired optimization.
• Key evidence includes a prediction accuracy improvement by 20% compared to previous models, emphasizing model efficiency.
• The approach involves a frequency-domain context interaction model modified with bio-inspired optimization techniques.
• Improved wave height forecasting may enhance maritime safety; further validation is necessary.