Simultaneous multimaterial operando tomography of electrochemical devices.
Pranay ShresthaJacob M LaMannaKieran F FahyPascal KimChungHyuk LeeJason K LeeElias BalticDavid L JacobsonDaniel S HusseyAimy BazylakPublished in: Science advances (2023)
The performance of electrochemical energy devices, such as fuel cells and batteries, is dictated by intricate physiochemical processes within. To better understand and rationally engineer these processes, we need robust operando characterization tools that detect and distinguish multiple interacting components/interfaces in high contrast. Here, we uniquely combine dual-modality tomography (simultaneous neutron and x-ray tomography) and advanced image processing (iterative reconstruction and metal artifact reduction) for high-contrast multimaterial imaging, with signal and contrast enhancements of up to 10 and 48 times, respectively, compared to conventional single-modality imaging. Targeted development and application of these methods to electrochemical devices allow us to resolve operando distributions of six interacting fuel cell components (including void space) with the highest reported pairwise contrast for simultaneous yet decoupled spatiotemporal characterization of component morphology and hydration. Such high-contrast tomography ushers in key gold standards for operando electrochemical characterization, with broader applicability to numerous multimaterial systems.
Keyphrases
- magnetic resonance
- gold nanoparticles
- high resolution
- contrast enhanced
- molecularly imprinted
- label free
- induced apoptosis
- magnetic resonance imaging
- single cell
- stem cells
- mass spectrometry
- oxidative stress
- dual energy
- cell therapy
- machine learning
- bone marrow
- image quality
- mesenchymal stem cells
- signaling pathway
- cell cycle arrest
- protein kinase
- endoplasmic reticulum stress
- cell death
- computed tomography
- solid phase extraction
- cone beam