Inverse design and 3D printing of a multiport microwave power splitter: a scalable electromagnetic design framework

Multiport microwave power splitters are key building blocks in high-frequency systems such as phased arrays, beamforming networks and measurement setups, but are usually designed using fixed circuit topologies that are difficult to adapt to many-port or unconventional layouts. This paper introduces a scalable inverse-design framework for multiport microwave power splitters that is directly compatible with three-dimensional printing. Here we combine gradient-based optimization with adjoint electromagnetic simulations to automatically shape a dielectric device that meets specified waveform targets at multiple output ports. The method is demonstrated on a four-port power splitter operating at ten gigahertz, fabricated using a polymer powder bed fusion process (multi jet fusion) with simple constraints on minimum feature size and material permittivity. Numerical simulations and waveguide measurements show close agreement in transmission, reflection, and port-to-port balance, indicating robust performance despite manufacturing tolerances. The approach is topology-agnostic and fabrication-aware, enabling economical prototypes and systematic scaling to devices with many ports. This work establishes a general route for integrating inverse design and three-dimensional printing in microwave engineering, and could be extended to other radio-frequency and millimetre-wave components.

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Publication Details

Journal
Communications Engineering
Published
2026-02-09
DOI
https://doi.org/10.1038/s44172-026-00601-y
Primary Topic
Microwave Engineering and Waveguides
Type
article
Field-Weighted Citation Impact
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article

Inverse design and 3D printing of a multiport microwave power splitter: a scalable electromagnetic design framework

P. Liu, Bayaner Arigong, Hanxiang Zhang, Saeed Zolfaghary Pour
Communications Engineering
Microwave Engineering and Waveguides
article

Inverse design and 3D printing of a multiport microwave power splitter: a scalable electromagnetic design framework

P. Liu, Bayaner Arigong, Hanxiang Zhang, Saeed Zolfaghary Pour
article en

Abstract

Multiport microwave power splitters are key building blocks in high-frequency systems such as phased arrays, beamforming networks and measurement setups, but are usually designed using fixed circuit topologies that are difficult to adapt to many-port or unconventional layouts. This paper introduces a scalable inverse-design framework for multiport microwave power splitters that is directly compatible with three-dimensional printing. Here we combine gradient-based optimization with adjoint electromagnetic simulations to automatically shape a dielectric device that meets specified waveform targets at multiple output ports. The method is demonstrated on a four-port power splitter operating at ten gigahertz, fabricated using a polymer powder bed fusion process (multi jet fusion) with simple constraints on minimum feature size and material permittivity. Numerical simulations and waveguide measurements show close agreement in transmission, reflection, and port-to-port balance, indicating robust performance despite manufacturing tolerances. The approach is topology-agnostic and fabrication-aware, enabling economical prototypes and systematic scaling to devices with many ports. This work establishes a general route for integrating inverse design and three-dimensional printing in microwave engineering, and could be extended to other radio-frequency and millimetre-wave components.

Communications EngineeringVol. 5(1)
Florida State University (US), Florida A&M University - Florida State University College of Engineering (US)
Affordable and clean energy
Openalex Percentile: Top 62%
Microwave Engineering and Waveguides
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Inverse design and 3D printing of a multiport microwave power splitter: a scalable electromagnetic design framework — P. Liu, Bayaner Arigong, et al. · Communications Engineering (2026) | TGRS Research Map | TGRS