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Short-Term Hourly Weather Forecasting using PredRNN with Image Preprocessing

Hoang Tran, Hao Li, Vinh Ngoc Tran, Tam V Nguyen, Manh-Hung Le, Thanh Duc Dang, Hong Xuan Do, Hung T. Pham, Tan Bui-Thanh, L. Ruby Leung

LiLaN: A Linear Latent Network as the Solution Operator for Real-Time Solutions to Stiff Nonlinear Ordinary Differential Equations

William Cole Nockolds, C. G. Krishnanunni, Tan Bui-Thanh, Xianxhu Tang

The AI Research Assistant: Promise, Peril, and a Proof of Concept

Generalization Limits of In-Context Operator Networks for Higher-Order Partial Differential Equations

Jamie Mahowald, Tan Bui-Thanh

Improvements on uncertainty quantification with variational autoencoders

A. Tonini, Tan Bui-Thanh, F. Regazzoni, L. Dedè, A. Quarteroni

Topological derivative approach for deep neural network architecture adaptation

C G Krishnanunni, Tan Bui-Thanh, Clint Dawson

TAEN: A Model-Constrained Tikhonov Autoencoder Network for Forward and Inverse Problems

Hai V. Nguyen, Tan Bui-Thanh, Clint Dawson

An Adaptive and Stability-Promoting Layerwise Training Approach for Sparse Deep Neural Network Architecture

C G Krishnanunni, Tan Bui-Thanh

A Model-Constrained Discontinuous Galerkin Network (DGNet) for Compressible Euler Equations with Out-of-Distribution Generalization

Hai V. Nguyen, Jau-Uei Chen, Tan Bui-Thanh

Use of mobile phone sensing data to estimate residence and occupation times in urban patches: human mobility restrictions and the 2020 COVID-19 outbreak in Hermosillo, Mexico

It is often necessary to introduce the main characteristics of population mobility dynamics to model critical social phenomena such as …

L. Leticia Ramirez-Ramirez, José A. Montoya, Jesús F. Espinoza, Chahak Mehta, Albert Orwa Akuno, Tan Bui-Thanh