Constraint-Guided PINNs: A Constrained Optimization Approach

sponsorship: This research was supported by the DTF-PINN SBO project of Flanders Make, the strategic research centre for the manufacturing industry of Flanders, Belgium and received funding from the Flemish Government (AI Research Program). (DTF-PINN SBO project of Flanders Make, strategic research centre for the manufacturing industry of Flanders, Belgium, Flemish Government (AI Research Program))

Publication Details

Journal
Lirias
Published
2025-12-11
Primary Topic
Constraint Satisfaction and Optimization
Type
article
Field-Weighted Citation Impact
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article

Constraint-Guided PINNs: A Constrained Optimization Approach

Lirias
Constraint Satisfaction and Optimization
article

Constraint-Guided PINNs: A Constrained Optimization Approach

article en

Abstract

sponsorship: This research was supported by the DTF-PINN SBO project of Flanders Make, the strategic research centre for the manufacturing industry of Flanders, Belgium and received funding from the Flemish Government (AI Research Program). (DTF-PINN SBO project of Flanders Make, strategic research centre for the manufacturing industry of Flanders, Belgium, Flemish Government (AI Research Program))

Lirias
Openalex Percentile: Top 36%
Constraint Satisfaction and Optimization
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Constraint-Guided PINNs: A Constrained Optimization Approach · Lirias (2025) | TGRS Research Map | TGRS