DsynQ New

Dataset Explorer

Every evaluated candidate becomes a training record. This is the research dataset for future physics-informed ML.

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Total Records
27
Average Efficiency
80.9%
Average Loss
1.359 dB
Average Bandwidth
61 nm

Component Distribution

Beam Splitter
15
Grating Coupler
6
Mach-Zehnder Interferometer
6

Training Records

ComponentObjectiveλ (nm)EfficiencyLossBandwidth
Beam Splitterminimize loss155097.2%0.123 dB90 nm
Beam Splitterminimize loss155097.2%0.122 dB90 nm
Beam Splitterminimize loss155097.2%0.123 dB90 nm
Beam Splitterminimize loss155097.2%0.123 dB90 nm
Beam Splitterminimize loss155097.2%0.122 dB90 nm
Beam Splitterminimize loss155097.2%0.123 dB90 nm
Grating Couplermaximize efficiency155028.2%5.492 dB40 nm
Grating Couplermaximize efficiency155030.3%5.183 dB40 nm
Grating Couplermaximize efficiency155026.2%5.814 dB40 nm
Mach-Zehnder Interferometercompact footprint131091.5%0.384 dB11 nm
Mach-Zehnder Interferometercompact footprint131091.6%0.382 dB16 nm
Mach-Zehnder Interferometercompact footprint131091.5%0.385 dB8 nm
Beam Splitterminimize loss155097.2%0.123 dB90 nm
Beam Splitterminimize loss155097.2%0.122 dB90 nm
Beam Splitterminimize loss155097.2%0.123 dB90 nm
Mach-Zehnder Interferometerminimize loss155094.3%0.255 dB6 nm
Mach-Zehnder Interferometerminimize loss155094.4%0.252 dB8 nm
Mach-Zehnder Interferometerminimize loss155094.3%0.257 dB4 nm
Grating Couplermaximize efficiency155028.5%5.458 dB40 nm
Grating Couplermaximize efficiency155030.1%5.217 dB40 nm
Grating Couplermaximize efficiency155026.4%5.780 dB40 nm
Beam Splitterminimize loss155097.2%0.123 dB90 nm
Beam Splitterminimize loss155097.2%0.122 dB90 nm
Beam Splitterminimize loss155097.2%0.123 dB90 nm
Beam Splitterminimize loss155097.2%0.123 dB90 nm
Beam Splitterminimize loss155097.2%0.122 dB90 nm
Beam Splitterminimize loss155097.2%0.123 dB90 nm