Quantifying the advantage of domain-specific pre-training on named entity recognition tasks in materials science

A Trewartha, N Walker, H Huo, S Lee, K Cruse… - Patterns, 2022 - cell.com
A bottleneck in efficiently connecting new materials discoveries to established literature has
arisen due to an increase in publications. This problem may be addressed by using named …

Recent advances in gold nanoparticles-based biosensors for tuberculosis determination

R Eivazzadeh-Keihan, Z Saadatidizaji, M Mahdavi… - Talanta, 2024 - Elsevier
Tuberculosis (TB) is one of the major killer diseases affecting lung parenchymal tissues.
Mycobacterium tuberculosis (Mtb) is the bacterium that causes it. It most commonly affects …

[HTML][HTML] Aptamers functionalized hybrid nanomaterials for algal toxins detection and decontamination in aquatic system: Current progress, opportunities, and …

MP Bilibana, M Citartan, X Fuku, AN Jijana… - Ecotoxicology and …, 2022 - Elsevier
Purification and detection of algal toxins is the most effective technique to ensure that people
have clean and safe drinking water. To achieve these objectives, various state-of-the-art …

Extracting structured seed-mediated gold nanorod growth procedures from scientific text with LLMs

N Walker, S Lee, J Dagdelen, K Cruse, S Gleason… - Digital …, 2023 - pubs.rsc.org
Although gold nanorods have been the subject of much research, the pathways for
controlling their shape and thereby their optical properties remain largely heuristically …

[HTML][HTML] Synthesis and characterization of gold nanoparticles as a sensing tool for the lateral flow immunoassay development

V Borse, AN Konwar - Sensors International, 2020 - Elsevier
Gold nanoparticles (AuNPs) have acquired an imperative and noteworthy position in the
field of clinical diagnostic methodologies and therapeutics. Among the metal nanoparticles …

The impact of domain-specific pre-training on named entity recognition tasks in materials science

N Walker, A Trewartha, H Huo, S Lee… - Available at SSRN …, 2021 - papers.ssrn.com
The massive increase in materials science publications has resulted in a bottleneck in
efficiently connecting new materials discoveries to knowledge from established literature …

Extracting structured seed-mediated gold nanorod growth procedures from literature with GPT-3

N Walker, J Dagdelen, K Cruse, S Lee… - arXiv preprint arXiv …, 2023 - arxiv.org
Although gold nanorods have been the subject of much research, the pathways for
controlling their shape and thereby their optical properties remain largely heuristically …

Laser-induced electrical signal filtering by multilayer reduced graphene oxide decorated with Au nanoparticles

E Jiménez-Marín, J Moreno-Valenzuela… - Optics …, 2019 - opg.optica.org
Nanoscale plasmonic particles represent a crucial transformation on optical and electronic
properties exhibited by advanced materials. Herein are reported remarkable interferometric …

Enhancement of Schottky junction silicon solar cell with CdSe/ZnS quantum dots decorated metal nanostructures

HT Nguyen, TT Tran, V Bhatt, M Kumar, J Song… - Applied Sciences, 2021 - mdpi.com
Recently, in the solar energy society, several key technologies have been reported to meet a
grid parity, such as cost-efficient materials, simple processes, and designs. Among them, the …

Effects of growth solutions ageing time to the formation of gold nanorods via two-step approach for plasmonic applications

NZAN Md Shah, M Morsin, R Sanudin, NL Razali… - Plasmonics, 2020 - Springer
We demonstrate the structural reorganization of gold nanorods (GNRs) that could fine-tune
localized surface plasmon resonance (LSPR) by using modified wet chemical synthesis on …