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Juan Diego Toscano

Brown University

Box 1860

Providence, RI 02912

United States

SCHOLARLY PAPERS

2

DOWNLOADS

251

TOTAL CITATIONS

11

Scholarly Papers (2)

1.

Residual-Based Attention in Pinns

Number of pages: 35 Posted: 28 Sep 2023
École Polytechnique Fédérale de Lausanne (EPFL), Brown University, affiliation not provided to SSRN and Brown University
Downloads 173 (435,504)

Abstract:

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Residual-based attention, PINNs accuracy, adaptive weights.

2.

A Comprehensive and Fair Comparison between Mlp and Kan Representations for Differential Equations and Operator Networks

Number of pages: 38 Posted: 08 Jun 2024
Brown University, Brown University, Brown University, Brown University and Brown University
Downloads 78 (816,709)
Citation 11

Abstract:

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Scientific machine learning, Kolmogorov-Arnold networks, Physics-informed neural networks, operator networks, partial differential equations