63 citations · 308 across the 48 of their papers we have counts for
4 papers · 1 filter
Use of mobile phone sensing data to estimate residence and mobility times in urban patches during the COVID-19 epidemic: The case of the 2020 outbreak in Hermosillo, Mexico
L. Leticia Ramírez-Ramírez, José A. Montoya, Jesús F. Espinoza +3
It is often necessary to introduce the main characteristics of population mobility dynamics to model critical social phenomena such as the economy, violence, transmission of inform…
An Adaptive and Stability-Promoting Layerwise Training Approach for Sparse Deep Neural Network Architecture
C G Krishnanunni, Tan Bui-Thanh
This work presents a two-stage adaptive framework for progressively developing deep neural network (DNN) architectures that generalize well for a given training data set. In the fi…
A Model-Constrained Tangent Slope Learning Approach for Dynamical Systems
Hai V. Nguyen, Tan Bui-Thanh
Real-time accurate solutions of large-scale complex dynamical systems are in critical need for control, optimization, uncertainty quantification, and decision-making in practical e…
Probabilistic Constrained Bayesion Inversion for Transpiration Cooling
Ella Steins, Tan Bui-Thanh, Michael Herty +1
To enable safe operations in applications such as rocket combustion chambers, the materials require cooling to avoid material damage. Here, transpiration cooling is a promising coo…