High-throughput virtual screening by using a combination of first-principles calculations and Bayesian optimization (BO) has attracted much attention as method for efficient material exploration. The purpose the is often to search materials whose properties meet certain target criterion, while conventional BO aims find global extremum. Some recent works use converting such motivation. On other ...

Two new methods are presented for estimating car-following model parameters using data collected from the Adaptive Cruise Control (ACC) enabled vehicles. The vehicle is assumed to follow a constant time headway relative velocity in which unknown and be determined. first technique batch method that uses least-squares approach estimate series of speed, space gap, lead vehicle. second an online pa...

Abstract We present a new rank-adaptive tensor method to compute the numerical solution of high-dimensional nonlinear PDEs. The combines functional train (FTT) series expansions, operator splitting time integration, and algorithm based on thresholding criterion that limits component PDE velocity vector normal FTT manifold. This yields scheme can add or remove modes adaptively from as integratio...