Reliable Evaluation of Na‐Ion Battery Materials: Eliminating Na‐Metal Distortions
Na metal is highly reactive in carbonate electrolytes, forming unstable interphases and triggering parasitic reactions that distort measurements and undermine reproducibility. To enable accurate evaluation of materials for Na‑ion batteries, this work suggests that NASICON‑type counter electrodes provide a practical and stable platform for distortion ...
Jinkwang Hwang +9 more
wiley +1 more source
A Simplified Metric to Streamline Between-Group Fairness Assessment for Predictive Models: Algorithm Development and Evaluation Study. [PDF]
Wang H, Hong C, Pencina M, Engelhard M.
europepmc +1 more source
A Large Scale Multi‐Modal Workflow for Battery Characterization: From Concept to Implementation
Isolated characterization techniques produce independent datasets and single‐property insights. However, progressively more holistic interpretations of battery‐material behavior is needed in the future. Here we demonstrate a coordinated multimodal workflow enabling the correlation of heterogeneous datasets and the construction of multidimensional ...
François Cadiou +34 more
wiley +1 more source
MeCaMIL: Causality-Aware Multiple Instance Learning for Fair and Interpretable Whole Slide Image Diagnosis. [PDF]
Song Y +8 more
europepmc +1 more source
Composite cathode engineering and stack pressure co‐optimization enable a high‐performance all‐solid‐state chloride‐ion battery based on a VOCl/CsSn₀.₉In₀.₀₆₇Cl3/In architecture, delivering 169 mAh g−1 with 500‐cycle durability. Electrode‐resolved impedance tracking via distribution of relaxation times revealed progressive interphase and charge ...
Soutam Panja +7 more
wiley +1 more source
Toward a Deeper Understanding of Predicting Risk of Cardiovascular Disease Events for 10-Year Atherosclerotic Cardiovascular Risk: Subgroup Fairness and Predictive Value of Social Determinants of Health. [PDF]
Wang H +13 more
europepmc +1 more source
The Effect of SNAP Purchasing Power on Diet Quality
ABSTRACT The Supplemental Nutrition Assistance Program (SNAP) benefits millions of eligible low‐income Americans by increasing access to food, helping to reduce food insecurity. Previous studies have documented that the geographical variation in local food prices leads to significant differences in SNAP's purchasing power.
Farah Khan, Augustine Denteh
wiley +1 more source
Trust formation and fairness perception in GenAI: the divergent psychological pathways of computer science and business-related students. [PDF]
Jia C +6 more
europepmc +1 more source
ABSTRACT Collective agri‐environmental schemes offer a promising approach to improve biodiversity promotion in agriculture by providing landscape connectivity. However, how to design these schemes to foster participation in the presence of farmers' heterogeneous preferences and perceived transaction costs remains an open question.
Louisa Wyss +3 more
wiley +1 more source

