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05/10/2023
Error Analysis of Mixed Residual Methods for Elliptic Equations
We present a rigorous theoretical analysis of the convergence rate of th...
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04/12/2023
Micromagnetics simulations and phase transitions of ferromagnetics with Dzyaloshinskii-Moriya interaction
Magnetic skyrmions widely exist in a diverse range of magnetic systems, ...
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01/21/2023
Capacity-CRB Tradeoff in OFDM Integrated Sensing and Communication Systems
Integrated sensing and communication (ISAC) has emerged as a key technol...
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07/11/2022
An Overview on IEEE 802.11bf: WLAN Sensing
With recent advancements, the wireless local area network (WLAN) or wire...
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05/11/2022
Generalized Modeling and Fundamental Limits for Multiple-Access Integrated Sensing and Communication Systems
In this paper, we propose a generalized state-dependent channel modeling...
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02/06/2022
Joint Pilot Optimization, Target Detection and Channel Estimation for Integrated Sensing and Communication Systems
Radar sensing will be integrated into the 6G communication system to sup...
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08/06/2021
A second-order semi-implicit method for the inertial Landau-Lifshitz-Gilbert equation
Recent theoretical and experimental advances show that the inertia of ma...
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05/24/2021
FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute
Serverless computing, or Function-as-a-Service (FaaS), enables a new way...
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04/16/2021
A Survey on Fundamental Limits of Integrated Sensing and Communication
The integrated sensing and communication (ISAC), in which the sensing an...
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03/20/2021
Understanding Loss Landscapes of Neural Network Models in Solving Partial Differential Equations
Solving partial differential equations (PDEs) by parametrizing its solut...
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01/21/2021
A Gauss-Seidel projection method with the minimal number of updates for stray field in micromagnetic simulations
Magnetization dynamics in magnetic materials is often modeled by the Lan...
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08/04/2020
Enforcing exact boundary and initial conditions in the deep mixed residual method
In theory, boundary and initial conditions are important for the wellpos...
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05/10/2020
A comprehensive study of boundary conditions when solving PDEs by DNNs
Recent years have witnessed growing interests in solving partial differe...
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11/05/2019
Numerical methods for antiferromagnetics
Compared with ferromagnetic counterparts, antiferromagnetic materials ar...
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11/05/2019
Quasi-Monte Carlo sampling for machine-learning partial differential equations
Solving partial differential equations in high dimensions by deep neural...
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07/27/2019