Juan Diego Toscano

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Phase Transition

Brownian Motion

Information Bottleneck

Top Venues

J. Comput. Inf. Sci. Eng.

Publications

Khemraj Shukla, Juan Diego Toscano, Zhicheng Wang, Zongren Zou, George Em Karniadakis
A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks. CoRR (2024)
Juan Diego Toscano, Theo Käufer, Zhibo Wang, Martin Maxey, Christian Cierpka, George Em Karniadakis
Inferring turbulent velocity and temperature fields and their statistics from Lagrangian velocity measurements using physics-informed Kolmogorov-Arnold Networks. CoRR (2024)
Sokratis J. Anagnostopoulos, Juan Diego Toscano, Nikolaos Stergiopulos, George Em Karniadakis
Learning in PINNs: Phase transition, total diffusion, and generalization. CoRR (2024)
Juan Diego Toscano, Christian Zuniga-Navarrete, Wilson David Jo Siu, Luis Javier Segura, Hongyue Sun
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN. J. Comput. Inf. Sci. Eng. 23 (4) (2023)
Sokratis J. Anagnostopoulos, Juan Diego Toscano, Nikolaos Stergiopulos, George Em Karniadakis
Residual-based attention and connection to information bottleneck theory in PINNs. CoRR (2023)