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Original file line number Diff line number Diff line change
Expand Up @@ -12,5 +12,12 @@
"image": "_static/ecosystem/Radiomics.png",
"url": "https://www.medrxiv.org/content/10.64898/2026.03.09.26347939v1",
"tags": ["External link", "medRxiv", "Community", "Olgiati et al. 2026"]
},
{
"title": "PN-QNN: Harnessing Physical Noise as a Native Regularizer in Photonic Hybrid Quantum Neural Networks",
"summary": "Physical photonic noise can act as a hardware-native regularizer for Hybrid NN to boost accuracy on simpler datasets",
"image": "_static/ecosystem/PN-QNN.png",
"url": "https://arxiv.org/abs/2607.20045",
"tags": ["External link", "QNN", "Noise", "Community", "Elnakhal et al. 2026"]
}
]
Binary file added docs/source/_static/ecosystem/PN-QNN.png
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2 changes: 1 addition & 1 deletion docs/source/research_ecosystem.rst
Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,7 @@ Community Highlights

.. merlin-gallery::
:data: _data/galleries/research_ecosystem_around_world.json
:columns: 2
:columns: 3
:contour-color: #A8DDB5

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