Emily Xi Tan

Nanyang Technological University — Singapore

Materials Science · Physical Sciences

11h-index549citations27works8.62yr avg
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Research Topics

Gold and Silver Nanoparticles Synthesis and Applications(15), Spectroscopy Techniques in Biomedical and Chemical Research(13), Biosensors and Analytical Detection(7), Spectroscopy and Chemometric Analyses(6), Computational Drug Discovery Methods(5)

Publications27 total

Surface engineering of SERS nanocomposites via metal–phenolic networks for stable sensing
Composites Communications·2026
In situ photo-regenerative phenolic interface for continuous precious metal recovery
Nature Water·2026
Unlocking the Full Potential of SERS: Merging Direct and Indirect Approaches for Enhanced Analysis of Multiplex Plasticizer Analogs in Matrices
Angewandte Chemie International Edition·2025· 3 cited
Unlocking the Full Potential of SERS: Merging Direct and Indirect Approaches for Enhanced Analysis of Multiplex Plasticizer Analogs in Matrices
Angewandte Chemie·2025
SERS Cheminformatics: Opportunities for Data-Driven Discovery and Applications
ACS Central Science·2025· 5 citedOpen Access
Chemistry-informed recommender system to predict optimal molecular receptors in SERS nanosensors
Nature Communications·2025· 3 citedOpen Access
Transfer Learning‐Assisted SERS: Predicting Molecular Identity and Concentration in Mixtures Using Pure Compound Spectra
Angewandte Chemie International Edition·2025· 2 cited
Transfer Learning‐Assisted SERS: Predicting Molecular Identity and Concentration in Mixtures Using Pure Compound Spectra
Angewandte Chemie·2025
Machine Learning-Based SERS Chemical Space for Two-Way Prediction of Structures and Spectra of Untrained Molecules
Journal of the American Chemical Society·2025· 14 cited
Surface-Enhanced Raman Scattering-Based Multimodal Techniques: Advances and Perspectives
ACS Nano·2024· 34 cited
Impact of Surface Enhanced Raman Spectroscopy in Catalysis
ACS Nano·2024· 50 citedOpen Access
Harnessing Cooperative Multivalency in Thioguanine for Surface‐Enhanced Raman Scattering (SERS)‐Based Differentiation of Polyfunctional Analytes Differing by a Single Functional Group
Angewandte Chemie·2024· 1 cited
Harnessing Cooperative Multivalency in Thioguanine for Surface‐Enhanced Raman Scattering (SERS)‐Based Differentiation of Polyfunctional Analytes Differing by a Single Functional Group
Angewandte Chemie International Edition·2024· 11 cited
Forward-predictive SERS-based chemical taxonomy for untargeted structural elucidation of epimeric cerebrosides
Nature Communications·2024· 27 citedOpen Access
Creating 3D Nanoparticle Structural Space via Data Augmentation to Bidirectionally Predict Nanoparticle Mixture's Purity, Size, and Shape from Extinction Spectra
Angewandte Chemie·2024· 6 citedOpen Access
Creating 3D Nanoparticle Structural Space via Data Augmentation to Bidirectionally Predict Nanoparticle Mixture's Purity, Size, and Shape from Extinction Spectra
Angewandte Chemie International Edition·2024· 8 citedOpen Access
Forward-Predictive SERS-Based Chemical Taxonomy for Untargeted Structural Elucidation of Epimeric Cerebrosides
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
Forward-Predictive SERS-Based Chemical Taxonomy for Untargeted Structural Elucidation of Epimeric Cerebrosides
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
Utilizing chemical domain knowledge and machine learning for nanoparticle and biochemical spectroscopic analysis
2024Open Access
Surface-Enhanced Raman Scattering-Based Surface Chemotaxonomy: Combining Bacteria Extracellular Matrices and Machine Learning for Rapid and Universal Species Identification
ACS Nano·2023· 38 cited
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Frequent Co-authors

Xing Yi Ling(24), In Yee Phang(15), Shi Xuan Leong(11), Jaslyn Ru Ting Chen(11), Lam Bang Thanh Nguyen(11), Yong Xiang Leong(9), Charlynn Sher Lin Koh(6), Yih Hong Lee(6), Xuemei Han(5), Nguan Soon Tan(5), Desmond Wei Cheng Pang(4), Chi Seng Pun(4), Ya‐Chuan Kao(3), Jingxiang Tang(3), Howard Yi Fan Sim(2), Carice Chong(2), Gia Chuong Phan‐Quang(2), Yong Xiang Leong(2), Zhong Wei Poh(2), Wei Xuan Teo(2)