https://www.pnas.org/doi/abs/10.1073/pnas.2520808122
When we "listened" to the collapse of the shape-shifting polymer PNIPAM, our ears detected what our eyes had missed: "Water bridges" (water-mediated hydrogen bonds), not just direct polymer contacts, organize the collapse.
We published the results in PNAS https://www.pnas.org/doi/10.1073/pnas.2523755123
and outlined the methodology—Auditory Analytics—in the Journal of Chemometrics this week! https://doi.org/10.1002/cem.70097
PNIPAM Video abstract: https://youtu.be/tnQVaFgKprw
Auditory Analytics intro: https://www.youtube.com/watch?v=q5EkwfGUcvc
Isn’t it time we added "Analytical Listening" to the scientific method?
In our recent talk at the Flatiron Institute, we make the case for #AuditoryAnalytics in scientific exploration & discovery, showing that data sonification can drive hypothesis refinement & new model generation.
Watch the 15-min presentation by Martin Gruebele, Kurt Hebel, and Carla Scaletti: https://www.youtube.com/watch?v=VJOVaCUUibk
