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Aligning Humanitarian Attributes and Needs Between Academia, Industry, and Quality Assurance in Graduate Engineering Programmes
There is growing interest in enabling competences such as creativity, critical thinking, and problem solving to engineering students by expanding their engagement to complex, interdisciplinary problems linked to global...
Predicting heterogeneous ice nucleation with a data-driven approach.
Water in nature predominantly freezes with the help of foreign materials through a process known as heterogeneous ice nucleation. Although this effect was exploited more than seven decades ago in Vonnegut's pioneering cloud...
An accurate and transferable machine learning potential for carbon.
We present an accurate machine learning (ML) model for atomistic simulations of carbon, constructed using the Gaussian approximation potential (GAP) methodology. The potential, named GAP-20, describes the properties of the bulk...
Predicting heterogeneous ice nucleation with a data-driven approach.
Water in nature predominantly freezes with the help of foreign materials through a process known as heterogeneous ice nucleation. Although this effect was exploited more than seven decades ago in Vonnegut's pioneering cloud...
Published by: Nature Communications
Accurate prediction of ice nucleation from room temperature water.
Crystal nucleation is one of the most fundamental processes in the physical sciences and almost always occurs heterogeneously with the aid of a nucleating substrate. No example of nucleation is more ubiquitous and impactful than...
Split-cube-resonator-based metamaterials for polarization-selective asymmetric perfect absorption
Abstract: A split-cube-resonator-based metamaterial structure that can act as a polarization- and direction-selective perfect absorber for the infrared region is theoretically and experimentally demonstrated. The structure...
Cranioplasty Following Decompressive Craniectomy
Cranioplasty (CP) after decompressive craniectomy (DC) for trauma is a neurosurgical procedure that aims to restore esthesis, improve cerebrospinal fluid (CSF) dynamics, and provide cerebral protection. In turn, this can...
The effects of knee meniscectomy on the development of osteoarthritis in the patellofemoral joint 40 years following meniscectomy
Abstract: Most knee osteoarthritis and meniscectomy studies focus on osteoarthritis in the tibiofemoral joint and ignore the patellofemoral joint. This study aims to assess the long-term effects of total meniscectomy on the...
Supporting data on combined transcriptomic and phosphoproteomic analysis of BMP4 signaling in human embryonic stem cells.
Human embryonic stem cells exhibit great potential as a therapeutic tool in regenerative medicine due to their self-renewal and trilineage differentiation capacity. Maintaining this unique cellular state has been shown to rely...
Defect-Dependent Corrugation in Graphene.
Graphene's intrinsically corrugated and wrinkled topology fundamentally influences its electronic, mechanical, and chemical properties. Experimental techniques allow the manipulation of pristine graphene and the controlled...
Stick or Spill? Scaling Relationships for the Binding Energies of Adsorbates on Single-Atom Alloy Catalysts.
Single-atom alloy catalysts combine catalytically active metal atoms, present as dopants, with the selectivity of coinage metal hosts. Determining whether adsorbates stick at the dopant or spill over onto the host is key to...

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