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08/15/2023
Improving CTC-AED model with integrated-CTC and auxiliary loss regularization
Connectionist temporal classification (CTC) and attention-based encoder ...
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04/08/2023
A surrogate model for data-driven magnetic stray field calculations
In this contribution we propose a data-driven surrogate model for the pr...
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03/30/2023
A BERT-based Unsupervised Grammatical Error Correction Framework
Grammatical error correction (GEC) is a challenging task of natural lang...
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09/11/2022
Systems-theoretic Hazard Analysis of Digital Human-System Interface Relevant to Reactor Trip
Human-system interface is one of the key advanced design features applie...
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08/02/2022
Inferring random change point from left-censored longitudinal data by segmented mechanistic nonlinear models, with application in HIV surveillance study
The primary goal of public health efforts to control HIV epidemics is to...
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05/07/2020
Deep Learning Interfacial Momentum Closures in Coarse-Mesh CFD Two-Phase Flow Simulation Using Validation Data
Multiphase flow phenomena have been widely observed in the industrial ap...
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01/06/2020
Using Deep Learning to Explore Local Physical Similarity for Global-scale Bridging in Thermal-hydraulic Simulation
Current system thermal-hydraulic codes have limited credibility in simul...
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10/17/2019