Accelerated design of gold nanoparticles with enhanced plasmonic performance Bayesian optimization enables rapid design of plasmonic nanoparticles for targeted applications.

Accelerated design of gold nanoparticles with enhanced plasmonic performance | Science Advances www.science.org/doi/10.1126/...

18.08.2025 08:55 — 👍 0    🔁 0    💬 0    📌 0

A new paper by Marek Grzelczak proposes a FAIR-aligned workflow for science:
Modular "publons" as publishable units
Smart folder/file naming for reproducibility
Python-powered data to publication pipeline
Perfect for early-career researchers #OpenScience
Read: 10.26434/chemrxiv-2025-k5mnj

16.04.2025 10:10 — 👍 0    🔁 0    💬 0    📌 0

Closed-loop workflow for optimizing structural parameters of gold bipyramids with maximized plasmonic performance in photo-thermal heating, SERS, photoluminescence enhancement of an emitter, strong plexitonic coupling, and color transition upon clustering.

Systematic design methods can face further fragmentation of nanoplasmonics. We propose a pipeline combining Bayesian optimisation & simulations to accelerate the design of gold nanoparticles with superior plasmonic performance. A guide for experimentalists.
doi.org/10.26434/che...

28.02.2025 10:18 — 👍 4    🔁 2    💬 0    📌 1