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Inverse designed plasmonic metasurface with parts per billion optical hydrogen detection
Ferry Anggoro Ardy Nugroho1,2, Ping Bai3, Iwan Darmadi4
1Department of Physics and Astronomy, Vrije Universiteit Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands. ferryanggoroardynugroho@yahoo.com.
Nature Communications
|September 30, 2022
Summary
We developed a new plasmonic sensor for detecting hydrogen gas. This advanced sensor achieves ultra-low detection limits of 250 parts-per-billion (ppb), significantly improving upon existing technologies.
Area of Science:
- Nanotechnology
- Optics
- Materials Science
Background:
- Plasmonic sensors utilize optical resonances in metal nanoparticles.
- Current optical hydrogen sensors using palladium (Pd) nanostructures have limited detection capabilities, typically in the parts-per-million (ppm) range, due to broad spectral features and optical losses.
- Improving the sensitivity of these sensors is crucial for accurate hydrogen detection.
Purpose of the Study:
- To overcome the limitations of broad spectral features in plasmonic sensors for hydrogen detection.
- To design and demonstrate a plasmonic metasurface with enhanced sensitivity for hydrogen sensing.
- To achieve a significantly lower detection limit for hydrogen gas compared to existing methods.
Main Methods:
- Employed an inverse design approach using a particle swarm optimization algorithm to identify optimal plasmonic metasurface parameters.
- Fabricated a periodic array of palladium (Pd) nanoparticles as the sensing element.
- Numerically simulated and experimentally validated the sensor's performance.
Main Results:
- Demonstrated a plasmonic sensor with a narrow spectral linewidth and enhanced optical field confinement within the Pd nanoparticles.
- Achieved a record hydrogen detection limit of 250 parts-per-billion (ppb).
- The developed sensor shows a significant improvement over state-of-the-art plasmonic hydrogen sensors.
Conclusions:
- Inverse design is a powerful strategy for optimizing plasmonic metasurfaces for ultrasensitive optical gas detection.
- The demonstrated Pd nanoparticle metasurface offers a significant advancement in hydrogen sensing technology.
- This approach has broad implications for developing highly sensitive optical sensors for various analytes.

