Research Articles
In Situ and Operando TEM: Advanced Techniques for Real-Time Nanomaterial Synthesis Analysis
This article provides a comprehensive analysis of in situ and operando Transmission Electron Microscopy (TEM) techniques for real-time characterization of nanomaterial synthesis.
Bridging Dynamic Mechanisms and Static Properties: A Comprehensive Guide to Correlating In Situ TEM with Ex Situ Nanomaterial Characterization
This article provides a comprehensive framework for researchers, scientists, and drug development professionals on integrating in situ Transmission Electron Microscopy (TEM) with ex situ characterization techniques.
In Situ TEM Diffraction: A Powerful Tool for Validating Nanomaterial Phase Transitions in Drug Delivery Systems
This article explores the critical application of in situ Transmission Electron Microscopy (TEM) diffraction for validating phase transitions in nanomaterials, a key factor in the stability and efficacy of nanomedicines.
Atomic Resolution in Situ Liquid Cell TEM: Techniques, Applications, and Future Directions
This article explores the cutting-edge field of in situ Liquid Cell Transmission Electron Microscopy (LPTEM), focusing on the pursuit of atomic-resolution imaging within liquid environments.
Bridging the Scale Gap: Validating In Situ TEM Nanomaterial Characterization with Bulk Measurement Techniques
This article addresses the critical challenge of correlating nanoscale observations from in situ Transmission Electron Microscopy (TEM) with data from bulk characterization methods for researchers and drug development professionals.
In Situ TEM for Seebeck Coefficient Measurement: A Revolutionary Approach for Nanoscale Thermoelectric Characterization
This article explores the transformative methodology of in situ Transmission Electron Microscopy (TEM) for measuring the Seebeck coefficient and other thermoelectric properties at the nanoscale.
In Situ TEM for Nanomaterial Analysis: Fundamentals, Methods, and Applications in Biomedicine
This article provides a comprehensive overview of in situ Transmission Electron Microscopy (TEM), a transformative technique enabling real-time, atomic-scale observation of nanomaterial dynamics under realistic microenvironmental conditions.
Active Learning for Low-Data Scenarios: A Strategic Guide to Accelerating Reaction Optimization in Drug Discovery
This article provides a comprehensive guide for researchers and drug development professionals on implementing active learning (AL) to overcome data scarcity in reaction optimization.
Optimizing Photoluminescence Quantum Yield with Regression Models: A Machine Learning Guide for Biomedical Materials
This article explores the transformative role of machine learning (ML), particularly regression models, in optimizing the photoluminescence quantum yield (PLQY) of advanced materials for biomedical and clinical applications.
Transfer Learning for Stereoselectivity Prediction in Catalysis: A Data-Driven Guide for Pharmaceutical Development
The accurate prediction of stereoselectivity is crucial for developing chiral pharmaceuticals and agrochemicals, but traditional methods are often limited by scarce experimental data.