The class-wide restriction proposal on perfluoroalkyl and polyfluoroalkyl substances (PFAS) in the European Union is expected to affect a wide range of commercial sectors, including the lithium-ion battery (LIB) industry, where both polymeric and low molecular weight PFAS are used. The PFAS restriction dossiers currently state that there is weak evidence for viable alternatives to the use of PFAS in LIBs. In this Perspective, we summarize both the peer-reviewed literature and expert opinions from academia and industry to verify the legitimacy of the claims surrounding the lack of alternatives.
View Article and Find Full Text PDFMolecular design based on generative models, such as variational autoencoders (VAEs), has become increasingly popular in recent years due to its efficiency for exploring high-dimensional molecular space to identify molecules with desired properties. While the efficacy of the initial model strongly depends on the training data, the sampling efficiency of the model for suggesting novel molecules with enhanced properties can be further enhanced via latent space optimization (LSO). In this paper, we propose a multi-objective LSO method that can significantly enhance the performance of generative molecular design (GMD).
View Article and Find Full Text PDFCoxsackievirus B2 (CVB2) is a member of the enterovirus group known to induce a spectrum of illnesses, from mild to severe. In the summer of 2022, an unusual outbreak of enteroviral central nervous system (CNS) infections occurred that was attributed to CVB2. Cerebrospinal fluid (CSF) samples collected from patients in 2015-2022 were tested for enterovirus via RT-PCR, followed by Sanger sequencing for positive cases.
View Article and Find Full Text PDFUsing the additional parameter pressure (Walker-type multianvil device), the lead(II) oxidotellurate(VI) PbTeO was synthesized at conditions of 8 GPa and 750 °C, and for the first time its crystal structure was determined using single-crystal X-ray diffraction data. PbTeO crystallizes with four formula units in the monoclinic space group 2/ with unit cell parameters = 5.4142(4), = 4.
View Article and Find Full Text PDFQueerphobia is defined as society's negative attitude towards LGBTQIA + people, translating into structures that marginalise LGBTQIA + people and contribute to health inequities that cause real harm and can be understood as structural violence. The purpose of this article is to explore what historically marginalised youth in a youth participatory action research (YPAR) project characterise as the big picture issues affecting the lives of LGBTQIA + youth. We used participatory arts-based methods to conduct community and identity building, define research questions and photo prompts, conduct data collection, engage in group thematic analysis, and make recommendations at the state policy level.
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