Quantum computing has the potential to solve certain computationally challenging problems in civil engineering much faster than traditional approaches, particularly in areas such as simulations, mathematical and machine learning algorithms, and optimization problems.
Durch die Komposition von Diffusionsmodellen ermöglicht CinDM die Generierung komplexerer Designs als im Training gesehen.
Optimizing complex systems through compositional generative inverse design.
Optimierung der Parameter und Abstimmung des Sampling-Zeitpunkts verbessert die Leistung von OFO-Controllern in Zentrifugalkompressoren.
Online Feedback Optimization controllers improve system performance by tuning parameters and sampling time for optimal setpoint tracking in centrifugal compressors.
Analysis of Koiter's model for elliptic membrane shells using the penalty method.
Named entity understanding in news captioning relies on commonsense knowledge to distinguish and describe entities effectively.
Neural reparameterization in latent space significantly improves gradient-free topology optimization efficiency.
Pre-trained neural reparameterization in latent space significantly improves gradient-free topology optimization efficiency.
Deep Reinforcement Learning methods optimize reservoir operation policies efficiently.