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Home Artificial Intelligence

Nanophotonics and AI for Molecular Sequencing and Single-Cell Phenotyping

Simon Osuji by Simon Osuji
March 16, 2026
in Artificial Intelligence
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Nanophotonics and AI for Molecular Sequencing and Single-Cell Phenotyping
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11 am PDT / 2 pm EDT / 7 pm CET

The biosphere transmits data 9 orders of magnitude faster than the technosphere. A new class of nanophotonic tools is beginning to close that gap.

In this webinar, Prof. Dionne will present VINPix: Si-photonic resonators with high-Q factors (thousands to millions), subwavelength mode volumes, and densities exceeding 10M/cm². Combined with acoustic bioprinting and AI, they may enable detection of multiomic signatures — genes, proteins, and metabolites on a single chip — at previously unattainable rates, opening new possibilities for molecular communication systems and biochemical sensing for health and sustainability.

 

Key Takeaway: 

  • Single-chip multiomics — VINPix arrays plus AI for simultaneous gene, protein, and metabolite detection
  • Field-deployed biosensing — integrated with Monterey Bay Aquarium Research Institute (MBARI) autonomous underwater robots for ocean biochemical monitoring
  • Peptide & glyco-conjugate sequencing — major histocompatibility complex (MHC)-tethered peptides, dynamic Raman spectroscopy, and computational metadynamics to identify previously unseen molecular species
  • Tumor microenvironment profiling — subcellular prediction of drug resistance, macrophage polarization, and T-cell activation states

Who Should Attend:

  • R&D engineers, data scientists, and researchers in biotech & pharma, medical diagnostics, environmental & marine science, and the semiconductor and photonics industries.

    Can’t attend live? Register for the recording.

Note that COMSOL will follow up with all registrants about this event and any related questions.

*Please see www.comsol.com/privacy for COMSOL’s Privacy Policy. Contact COMSOL at www.comsol.com/contact for more information.



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