Towards Synergistic Electrode-Electrolyte Design Principles for Nonaqueous Li-O[Formula: see text] batteries

You can't always sketch what you want: Understanding Sensemaking in Visual Query Systems

Visual query systems (VQSs) empower users to interactively search for line charts with desired visual patterns, typically specified using intuitive sketch-based interfaces. Despite decades of past work on VQSs, these efforts have not translated to adoption in practice, possibly because VQSs are largely evaluated in unrealistic lab-based settings. To remedy this gap in adoption, we collaborated with experts from three diverse domains-astronomy, genetics, and material science-via a year-long user-centered design process to develop a VQS that supports their workflow and analytical needs, and evaluate how VQSs can be used in practice. Our study results reveal that ad-hoc sketch-only querying is not as commonly used as prior work suggests, since analysts are often unable to precisely express their patterns of interest. In addition, we characterize three essential sensemaking processes supported by our enhanced VQS. We discover that participants employ all three processes, but in different proportions, depending on the analytical needs in each domain. Our findings suggest that all three sensemaking processes must be integrated in order to make future VQSs useful for a wide range of analytical inquiries.

Exploring MXenes as Cathodes for Non-Aqueous Lithium-Oxygen Batteries: Design Rules for Selectively Nucleating Li2 O2

The potential of MXenes, an emerging class of layered materials, is investigated as cathode materials for rechargeable Li-O₂ battery chemistry, exploring MXenes from the primary standpoint of the key challenge of rechargeability, which translates to selectivity towards lithium peroxide, the primary discharge product. This study captures the effects of three primary electronic-structure-tuning variables: The termination group and its coverage of the surface as well as the transition metal. The trends are rationalized with regard to the thermodynamic nucleation overpotential, determined through the computed free energy of the adsorbed intermediate LiO*2 . Design rules for identifying MXene cathode materials are developed based on discharge product selectivity and stability against potential decomposition products. Of all investigated MXenes, analysis suggests that Ni₄ N₃ (OH)₂ exhibits the lowest nucleation overpotential and identifies mixed-transition-metal MXenes as a promising exploration direction.