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09/12/2023
Balanced and Explainable Social Media Analysis for Public Health with Large Language Models
As social media becomes increasingly popular, more and more public healt...
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09/08/2023
UQ at #SMM4H 2023: ALEX for Public Health Analysis with Social Media
As social media becomes increasingly popular, more and more activities r...
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09/06/2022
Weak Collocation Regression method: fast reveal hidden stochastic dynamics from high-dimensional aggregate data
Revealing hidden dynamics from the stochastic data is a challenging prob...
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07/01/2022
On the Performance of Data Compression in Clustered Fog Radio Access Networks
The fog-radio-access-network (F-RAN) has been proposed to address the st...
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06/27/2022
Few-Shot Stance Detection via Target-Aware Prompt Distillation
Stance detection aims to identify whether the author of a text is in fav...
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09/09/2021
An oscillation free local discontinuous Galerkin method for nonlinear degenerate parabolic equations
In this paper, we develop an oscillation free local discontinuous Galerk...
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12/31/2020
Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-ion Batteries
This paper presents the development of machine learning-enabled data-dri...
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01/13/2020
A Kernel Based Unconditionally Stable Scheme for Nonlinear Parabolic Partial Differential Equations
In this paper, a class of high order numerical schemes is proposed to so...
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01/13/2020
Free-stream preserving finite difference schemes for ideal magnetohydrodynamics on curvilinear meshes
In this paper, a high order free-stream preserving finite difference wei...
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12/09/2019
An adaptive high-order piecewise polynomial based sparse grid collocation method with applications
This paper constructs adaptive sparse grid collocation method onto arbit...
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08/02/2019
A Kernel Based High Order "Explicit" Unconditionally Stable Constrained Transport Method for Ideal Magnetohydrodynamics
The ideal Magnetohydrodynamics (MHD) equations are challenging because o...
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07/05/2016