Tan Kah Kee Innovation Laboratory

Structural Relaxation Modulated Phonon‐Assisted Energy Transfer Scintillator for Simultaneous X‐Ray Imaging and Thermal Signals Visualization

ABSTRACT Abnormal overheating often leads to malfunctions in electronic components during operation. Although traditional scintillators have shown great potential in object imaging, they are often unable to capture thermal signals. In this work, a series of Tb 3+ /Eu 3+ co‐doped...

Structural Relaxation Modulated Phonon‐Assisted Energy Transfer Scintillator for Simultaneous X‐Ray Imaging and Thermal Signals Visualization

ABSTRACT Abnormal overheating often leads to malfunctions in electronic components during operation. Although traditional scintillators have shown great potential in object imaging, they are often unable to capture thermal signals. In this work, a series of Tb 3+ /Eu 3+ co‐doped...

Improving Quantum-ChemicalPrediction of 19F NMR Chemical Shifts via Machine Learning

Abstract 19F nuclear magnetic resonance (NMR) spectroscopy is widely used for structural elucidation of fluorinated molecules, but reliable prediction of 19F chemical shifts remains challenging because quantum-chemical calculations are computationally demanding and their accuracy...

Bridging the GapBetween Laboratory Catalyst Researchand Practical Water Electrolyzer Commercialization

Abstract Water electrolyzers are key technologies for enabling a carbon-neutral society by facilitating sustainable hydrogen production. Despite extensive efforts to develop highly active catalysts, a persistent gap remains between catalyst performance evaluated in rotating disk...

Tailoring MicrophaseSeparation through Backbone SubstituentModulation in Poly(biphenyl alkylene) Anion Exchange Membranes

Abstract Anion exchange membrane (AEM) water electrolysis serves as an attractive approach for cost-effective hydrogen generation. However, achieving AEMs with both high ionic conductivity and robust alkaline stability remains challenging. Herein, a series of ether-free quaterniz...

Prediction of DistalMutation Effects in Enzymes viaIntegration of Molecular Dynamics Descriptors and Zero-Shot Model

Abstract Identifying beneficial distal mutations remains a key challenge in enzyme engineering, as such residues can regulate activity through long-range dynamical coupling and allosteric communication. Although protein language models effectively capture sequence and evolutionar...