Data for: GIANT Networks: Very Deep Fully-Connected Neural Networks Applied to Microwave Problems
type: Dataset
distribution: Landing page for the dataset
title: Data för: GIANT Networks: Very Deep Fully-Connected Neural Networks Applied to Microwave Problems @sv
description: This dataset contains the samples of the training, validation and test data sets for the two numerical examples of the article ''GIANT Networks: Very Deep Fully-Connected Neural Networks Applied to Microwave Problems'' (Stenmark, Rylander, McKelvey & Ludvig-Osipov, 2026). All data is created using the finite element method as described in the article and is stored in the NPZ format which can be opened with the Python library NumPy (https://numpy.org/). The complete descriptions of all variables contained in the data are found in the article.
description: Detta dataset innehåller träning-, validering- och testdata för de två numeriska exemplen i artikeln "GIANT Networks: Very Deep Fully-Connected Neural Networks Applied to Microwave Problems" (Stenmark, Rylander, McKelvey & Ludvig-Osipov, 2026). Datat är skapat med hjälp av finita elementmetoden enligt beskrivning i artikeln och är lagrat i formatet NPZ som kan öppnas med Pythonbiblioteket NumPy (https://numpy.org/). Alla variabler i datasetet finns beskrivna i artikeln. @sv
modified: 2026-05-04T13:20:11.642874Z
issued: 2026-02-10T09:47:13.501602Z
publisher: Chalmers University of Technology
theme: TECH
access rights: PUBLIC
qualified attribution: Attribution
  had role: principalInvestigator
  agent: Simon Stenmark
    type: Agent
    type: PrivateIndividual(s)
keyword: neural networks (information technology)
keyword: neuronnät @sv
keyword: Jacobians
keyword: Jacobimatriser @sv
keyword: microwave circuits
keyword: microwave filters
keyword: microwave frequencies
keyword: microwave resonance
language: ENG

Landing page for the dataset
type: Distribution
title: Landningssida för datasetet @sv
access URL: Data for: GIANT Networks: Very Deep Fully-Connected Neural Networks Applied to Microwave Problems
availability: stable

Chalmers University of Technology
type: Agent
name: Chalmers tekniska högskola @sv
type: Academia-ScientificOrganisation
source: 040wg7k59