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01/16/2023
Convergence Analysis of the Upwind Difference Methods for Hamilton-Jacobi-Bellman Equations
The convergence properties of the upwind difference scheme for the Hamil...
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09/26/2022
Deep generative model super-resolves spatially correlated multiregional climate data
Super-resolving the coarse outputs of global climate simulations, termed...
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04/15/2022
A Fictitious-play Finite-difference Method for Linearly Solvable Mean Field Games
A new numerical method for mean field games (MFGs) is proposed. The targ...
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02/18/2022
SapientML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions
Automatic machine learning, or AutoML, holds the promise of truly democr...
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12/21/2021
Elixir: Effective object-oriented program repair
This work is motivated by the pervasive use of method invocations in obj...
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08/21/2021
Reservoir Computing with Diverse Timescales for Prediction of Multiscale Dynamics
Machine learning approaches have recently been leveraged as a substitute...
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11/16/2020
Optimal Transport-based Coverage Control for Swarm Robot Systems: Generalization of the Voronoi Tessellation-based Method
Swarm robot systems, which consist of many cooperating mobile robots, ha...
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04/16/2020