The study introduces an AI-driven approach to concrete mix design, optimizing for strength and sustainability while reducing ...

Freeman Quantitative Trading(FQAI), an AI-powered digital asset trading platform developed by a team of former C3.ai, Inc.

Today in material science news we have a report from [German Science Guy] about a new supermaterial which is as strong as steel and as light as Styrofoam! A supermaterial is a type of material ...

Are you excited to deploy data science and machine learning to help shape the future of battery technology and consequently the future of consumer electronics and mobility? Can you not wait to dive ...

Furthermore, since only the last layer─the GP layer─is treated stochastically, the computational cost is significantly lower than that of fully Bayesian neural networks. This dual advantage makes DKL ...

To address these challenges, a Bayesian optimization framework was proposed herein as a solution. Surrogate models, including two Gaussian process-based and five non-Gaussian process-based models, are ...

In the global race to combat climate change, solar technology is undergoing a transformative revolution. Perovskite materials ...

Traditional time-series forecasting models are ill-equipped to handle the dynamic and event- driven nature of Q-commerce ...

Abstract: Safety is of paramount importance in control systems to avoid costly risks and catastrophic damages. The control barrier function (CBF) method, a promising solution for safety-critical ...

It leverages Bayesian optimization (via Optuna) to efficiently search the hyperparameter space, trains a final model with the best parameters, and uses an external dataset (outside training) to ...

The innovations described by Hari Suresh Babu Gummadi signal not just technological upgrades but a fundamental shift in how ...

The bayes_optimization.py file provides classes needed for multi-objective Bayesian optimization and partial dependence plot (PDP) visualization as implemented in the paper. The PA.ipynb is a Jupyter ...