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Chelsea Violita Stanley

ORCID: 0009-0008-6090-0170
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About
Contact & Profiles
A5003279833
Research Areas
  • Organic Light-Emitting Diodes Research
  • Machine Learning in Materials Science
  • Luminescence and Fluorescent Materials
  • Gold and Silver Nanoparticles Synthesis and Applications
  • Biosensors and Analytical Detection
  • Nanoparticle-Based Drug Delivery
  • Innovative Microfluidic and Catalytic Techniques Innovation
  • Microfluidic and Capillary Electrophoresis Applications
  • Organoboron and organosilicon chemistry

Nanyang Technological University
 2022-2025

 Incorporating plasmonic featurization with machine learning to achieve accurate and bidirectional prediction of nanoparticle size and size distribution
OPENALEX - Publications 
Emily Xi Tan Yichao Chen Yih Hong Lee Yong Xiang Leong Shi Xuan Leong and 3 more Chelsea Violita Stanley Chi Seng Pun Xing Yi Ling

Schematic of our bidirectional, ML-empowered approach incorporating plasmonic featurization for rapid (<30 s) and accurate determination the size distribution gold nanosphere (Au NSs) ensembles in real samples.

10.1039/d2nh00146b article EN cc-by-nc Nanoscale Horizons 2022-01-01
 Dual aggregation-induced emission enhancement (AIEE) and crosslink-enhanced emission (CEE) driven via halogen-bond-assisted cocrystallization and radical solid-phase polymerization
OPENALEX - Publications 
Hong Tho Le Chelsea Violita Stanley Atsushi Goto

Concurrent emission enhancement was attained by halogen-bond-driven cocrystallization (aggregation-induced enhancement, AIEE), followed (non)covalent crosslinking of polymer (crosslink-enhanced emission, CEE).

10.1039/d4py00533c article EN cc-by-nc Polymer Chemistry 2024-01-01
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