Wasserstein Regression, Forecasting, and Change‐Point Detection for Daily Traffic Flow Distributions
ABSTRACT We develop a distribution‐valued framework for modeling, forecasting, and monitoring traffic flow counts by treating each day as a probability distribution summarized by jittered empirical quantile signatures. Inference is conducted under the 2‐Wasserstein geometry, which in one dimension is isometric to the L2(0,1)$$ {L}^2\left(0,1\right ...
Abdolnasser Sadeghkhani
wiley +1 more source
InvSim algorithm for pre-computing airplane flight controls in limited-range autonomous missions, and demonstration via double-roll maneuver of Mirage III fighters. [PDF]
Marzouk OA.
europepmc +1 more source
A computational fluid dynamics (CFD) model of a 1‐m3 microbial electrolysis cell (MEC) reveals that pilot‐scale MEC performance is governed by hydrodynamics and external mass transfer rather than intrinsic bioelectrochemical kinetics. Recirculation mitigates limitations in external mass transfer, increasing acetate removal from ~16% to ~48%.
Oscar Guerrero‐Sodric +4 more
wiley +1 more source
Reasoning with the inverse of 3D cardinal direction relations based on direction matrices. [PDF]
Wang M +5 more
europepmc +1 more source
On the Foundational Arguments of Sufficient Dimension Reduction
Contemporary Sufficient Dimension Reduction, a versatile method for extracting material information from data, can serve as a preprocessor for classical modeling and inference, or as a standalone theory that leads directly to statistical inference. ABSTRACT Sufficient dimension reduction (SDR) refers to supervised methods of dimension reduction that ...
R. Dennis Cook
wiley +1 more source
Enhancing mathematical learning outcomes through a low-cost single-channel BCI system. [PDF]
Hou Z, Li X, Yang J, Xu SY.
europepmc +1 more source
A novel cryptographic framework and mathematical modeling for secure transmission of Parkinson's disease data using RSA and block-based secret sharing. [PDF]
Sambandham T +5 more
europepmc +1 more source
A category theory perspective on the Language of Thought: LoT is universal. [PDF]
Phillips S.
europepmc +1 more source
Semantic composition of robotic solver algorithms on graph structures. [PDF]
Schneider S +2 more
europepmc +1 more source
Improved Statistics for F-theory Standard Models. [PDF]
Bies M, Cvetič M, Donagi R, Ong M.
europepmc +1 more source

