1,197 research outputs found
The algebra of binary trees is affine complete
A function on an algebra is congruence preserving if, for any congruence, it
maps pairs of congruent elements onto pairs of congruent elements. We show that
on the algebra of binary trees whose leaves are labeled by letters of an
alphabet containing at least three letters, a function is congruence preserving
if and only if it is polynomial.Comment: 9 pages, 1 figur
WEHST: Wearable Engine for Human-Mediated Telepresence
This dissertation reports on the industrial design of a wearable computational device created to enable better emergency medical intervention for situations where electronic remote assistance is necessary. The design created for this doctoral project, which assists practices by paramedics with mandates for search-and-rescue (SAR) in hazardous environments, contributes to the field of human-mediated teleparamedicine (HMTPM). Ethnographic and industrial design aspects of this research considered the intricate relationships at play in search-and-rescue operations, which lead to the design of the system created for this project known as WEHST: Wearable Engine for Human-Mediated Telepresence. Three case studies of different teams were carried out, each focusing on making improvements to the practices of teams of paramedics and search-and-rescue technicians who use combinations of ambulance, airplane, and helicopter transport in specific chemical, biological, radioactive, nuclear and explosive (CBRNE) scenarios. The three paramedicine groups included are the Canadian Air Force 442 Rescue Squadron, Nelson Search and Rescue, and the British Columbia Ambulance Service Infant Transport Team. Data was gathered over a seven-year period through a variety of methods including observation, interviews, examination of documents, and industrial design. The data collected included physiological, social, technical, and ecological information about the rescuers. Actor-network theory guided the research design, data analysis, and design synthesis. All of this leads to the creation of the WEHST system. As identified, the WEHST design created in this dissertation project addresses the difficulty case-study participants found in using their radios in hazardous settings. As the research identified, a means of controlling these radios without depending on hands, voice, or speech would greatly improve communication, as would wearing sensors and other computing resources better linking operators, radios, and environments. WEHST responds to this need. WEHST is an instance of industrial design for a wearable “engine” for human-situated telepresence that includes eight interoperable families of wearable electronic modules and accompanying textiles. These make up a platform technology for modular, scalable and adaptable toolsets for field practice, pedagogy, or research. This document details the considerations that went into the creation of the WEHST design
Asymptotic geometry and Delta-points
We study Daugavet- and Δ-points in Banach spaces. A norm one element x is a Daugavet-point (respectively, a Δ-point) if in every slice of the unit ball (respectively, in every slice of the unit ball containing x) you can find another element of distance as close to 2 from x as desired. In this paper, we look for criteria and properties ensuring that a norm one element is not a Daugavet- or Δ-point. We show that asymptotically uniformly smooth spaces and reflexive asymptotically uniformly convex spaces do not contain Δ-points. We also show that the same conclusion holds true for the James tree space as well as for its predual. Finally, we prove that there exists a superreflexive Banach space with a Daugavet- or Δ-point provided there exists such a space satisfying a weaker condition.publishedVersio
LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions
The prediction of crystal properties plays a crucial role in the crystal
design process. Current methods for predicting crystal properties focus on
modeling crystal structures using graph neural networks (GNNs). Although GNNs
are powerful, accurately modeling the complex interactions between atoms and
molecules within a crystal remains a challenge. Surprisingly, predicting
crystal properties from crystal text descriptions is understudied, despite the
rich information and expressiveness that text data offer. One of the main
reasons is the lack of publicly available data for this task. In this paper, we
develop and make public a benchmark dataset (called TextEdge) that contains
text descriptions of crystal structures with their properties. We then propose
LLM-Prop, a method that leverages the general-purpose learning capabilities of
large language models (LLMs) to predict the physical and electronic properties
of crystals from their text descriptions. LLM-Prop outperforms the current
state-of-the-art GNN-based crystal property predictor by about 4% in predicting
band gap, 3% in classifying whether the band gap is direct or indirect, and 66%
in predicting unit cell volume. LLM-Prop also outperforms a finetuned MatBERT,
a domain-specific pre-trained BERT model, despite having 3 times fewer
parameters. Our empirical results may highlight the current inability of GNNs
to capture information pertaining to space group symmetry and Wyckoff sites for
accurate crystal property prediction.Comment: Code for LLM-Prop can be found at:
https://github.com/vertaix/LLM-Pro
The low-affinity ATP binding site of the Escherichia coli SecA dimer is localized at the subunit interface
The homodimeric SecA protein is the ATP-dependent force generator in the Escherichia coli precursor protein translocation cascade. SecA contains two essential nucleotide binding sites (NBSs), i.e., NBS1 and NBS2 that bind ATP with high and low affinity, respectively. The photoactivatable bifunctional cross-linking agent 3'-arylazido-8-azidoadenosine 5'-triphosphate (diN3ATP) was used to investigate the spatial arrangement of the nucleotide binding sites of SecA. DiN3ATP is an authentic ATP analogue as it supports SecA-dependent precursor protein translocation and translocation ATPase. UV-induced photo-cross-linking of the diN3ATP-bound SecA results in the formation of stable dimeric species of SecA. D209N SecA, a mutant unable to bind nucleotides at NBS1, was also photo-cross-linked by diN3ATP, whereas no cross-linking occurred with the NBS2 mutant R509K SecA. We concluded that the low-affinity NBS2, which is located in the carboxyl-terminal half of SecA, is the site of cross-linking and that NBS2 binds nucleotides at or near the subunit interface of the SecA dimer.
Analisis Parameter Fisika dan Kimia Air Bersih di Desa Lalumpe Kecamatan Kombi Kabupaten Minahasa
A research on physical and chemical parameters on clean water in Lalumpe village, Kombi district has been done. . Water sampling is done by purposive sampling method. Samples were taken 2 times and then analyzed the physical and chemical parameters in the laboratory of Balai Teknik Kesehatan Lingkungan dan Pemberantasan Penyakit Menular Kelas 1 Manado. From the research results, clean water samples are categorized well and feasible to use because all parameters both physics and chemistry are analyzed below the threshold quality standard required based on the standard of environmental health standard for water media for sanitary hygiene purposesLalumpe Kecamatan Kombi telah dilakukan. Pengambilan sampel air bersih dilakukan dengan metode purposive sampling. Sampel diambil sebanyak 2 kali kemudian dianalisis parameter fisika dan kimianya di laboratorium Balai Teknik Kesehatan Lingkungan dan Pemberantasan Penyakit Menular Kelas 1 Manado. Dari hasil penelitian, sampel air bersih dikategorikan baik dan layak digunakan karena semua parameter baik fisika dan kimia yang dianalisis menunjukkan nilai dibawah ambang batas yang dipersyaratkan berdasarkan standart bakumutu kesehatan lingkungan untuk media air untuk keperluan higiene sanitasi
Two properties of Müntz spaces
We show that Müntz spaces, as subspaces of C[0, 1], contain asymptotically isometric copies of c0 and that their dual spaces are octahedral.publishedVersio
Prediction of clinical outcomes using the pyrolysis, gas chromatography, and differential mobility spectrometry (Py-GC-DMS) system
AbstractBiological and molecular heterogeneity of human diseases especially cancers contributes to variations in treatment response, clinical outcome, and survival. The addition of new disease- and condition-specific biomarkers to existing clinical markers to track cancer heterogeneity provides possibilities for further assisting clinicians in predicting clinical outcomes and making choices of treatment options. Ionization patterns derived from biological specimens can be adapted for use with existing clinical markers for early detection, patient risk stratification, treatment decision making, and monitoring disease progression. In order to demonstrate the application of pyrolysis, gas chromatography, and differential mobility spectrometry (Py-GC-DMS) for human diseases to predict the outcome of diseases, we analyzed the ionized spectral signals generated by instrument ACB2000 (ACBirox universal detector 2000, ACBirox LLC, NJ, USA) from the serum samples of Mantle Cell Lymphoma (MCL) patients. Here, we have used mantle cell lymphoma as a disease model for a conceptual study only and based on the ionization patterns of the analyzed serum samples, we developed a multivariate algorithm comprised of variable selection and reduction steps followed by receiver operating characteristic curve (ROC) analysis to predict the probability of a good or poor clinical outcome as a means of estimating the likely success of a particular treatment option. Our preliminary study performed with small cohort provides a proof of concept demonstrating the ability of this system to predict the clinical outcome for human diseases with high accuracy suggesting the promising application of pyrolysis, gas chromatography, and differential mobility spectrometry (Py-GC-DMS) in the field of medicine
Inflationary Reheating Classes via Spectral Methods
Inflationary reheating is almost completely controlled by the Floquet
indices, . Using spectral theory we demonstrate that the stability bands
(where ) of the Mathieu and Lam\'e equations are destroyed even in
Minkowski spacetime, leaving a fractal Cantor set or a measure zero set of
stable modes in the cases where the inflaton evolves in an almost-periodic or
stochastic manner respectively. These two types of potential model the expected
multi-field and quantum backreaction effects during reheating.Comment: 5 pages, 2 ps figures, Revtex. Version to appear in Phys. Rev. D
(Rapid Communication, July 15
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