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pro vyhledávání: '"Pickrell P"'
In this paper, we introduce a physics and geometry informed neural operator network with application to the forward simulation of acoustic scattering. The development of geometry informed deep learning models capable of learning a solution operator f
Externí odkaz:
http://arxiv.org/abs/2406.03407
Publikováno v:
Engineering with Computers (2024)
This work presents a physics-driven machine learning framework for the simulation of acoustic scattering problems. The proposed framework relies on a physics-informed neural network (PINN) architecture that leverages prior knowledge based on the phys
Externí odkaz:
http://arxiv.org/abs/2403.04094
Autor:
Pickrell, Doug
In reference to Werner's measure on random self-avoiding loops on Riemann surfaces, Cardy has conjectured a formula for the measure of all homotopically nontrivial loops in a finite type annular region. Cardy's conjecture implies that the measure of
Externí odkaz:
http://arxiv.org/abs/2401.03600
Autor:
Beata Fonferko-Shadrach, Huw Strafford, Carys Jones, Russell A. Khan, Sharon Brown, Jenny Edwards, Jonathan Hawken, Luke E. Shrimpton, Catharine P. White, Robert Powell, Inder M. S. Sawhney, William O. Pickrell, Arron S. Lacey
Publikováno v:
Journal of Biomedical Semantics, Vol 15, Iss 1, Pp 1-5 (2024)
Abstract Background Natural language processing (NLP) is increasingly being used to extract structured information from unstructured text to assist clinical decision-making and aid healthcare research. The availability of expert-annotated documents f
Externí odkaz:
https://doaj.org/article/92eaf5cec1324a318012a2f857b62a25
Publikováno v:
Comput. Methods Appl. Mech. Engrg. 414(2023)116167
This study presents a deep learning based methodology for both remote sensing and design of acoustic scatterers. The ability to determine the shape of a scatterer, either in the context of material design or sensing, plays a critical role in many pra
Externí odkaz:
http://arxiv.org/abs/2302.07504
Autor:
Karen L. Oliver, Ingrid E. Scheffer, Colin A. Ellis, Bronwyn E. Grinton, Samuel F. Berkovic, Melanie Bahlo, Zaid Afawi, Dina Amrom, Eva Andermann, Jocelyn F. Bautista, Susannah T. Bellows, Judith Bluvstein, Gregory D. Cascino, Seo-Kyung Chung, Patrick Cossette, Sarah W. Curtis, Norman Delanty, Orrin Devinsky, Dennis Dlugos, Michael P. Epstein, Catharine Freyer, Micheline Gravel, Rebekah V. Harris, Erin L. Heinzen, Olivia J. Henry, Heidi E. Kirsch, Robert C. Knowlton, Eric H. Kossoff, Rebecca Loeb, Daniel H. Lowenstein, Anthony G. Marson, Heather C. Mefford, Paul V. Motika, Terence J. O'Brien, Ruth Ottman, Juliann M. Paolicchi, Slave Petrovski, William O. Pickrell, Mark I. Rees, Lynette G. Sadleir, Jerry J. Shih, Rani K. Singh, Michael C. Smith, Philip E.M. Smith, Rhys H. Thomas, Judith Weisenberg, Peter Widdess-Walsh, Melodie R. Winawer
Publikováno v:
EBioMedicine, Vol 109, Iss , Pp 105404- (2024)
Summary: Background: Phenotypic variability within families with epilepsy is often observed, even when relatives share the same monogenic cause. We aimed to investigate whether common polygenic risk for epilepsy could explain the penetrance and pheno
Externí odkaz:
https://doaj.org/article/0d0f5424442d4240b5c116f34ead7cf1
Autor:
Huw Strafford, Beata Fonferko-Shadrach, W. Owen Pickrell, Jane Lyons, Arron Lacey, Jordan Evans, Gareth John, Jennifer Selby, Ronan Lyons
Publikováno v:
International Journal of Population Data Science, Vol 9, Iss 5 (2024)
Objective and Approach Managers, clinicians and policymakers have limited information on near-real time patterns of attendance at emergency departments (ED). Our aim was to develop a surveillance system through extracting information from the present
Externí odkaz:
https://doaj.org/article/0de2e134fcd24af5a9b1ca8397ef15eb
Autor:
Latifi, Mohammad Javad, Pickrell, Doug
In this paper we discuss two items which in one way or another originated from conversations with Hermann Flaschka and his students. The first is an application of the Toda lattice to the question of whether there exists a complex Lie group (with cer
Externí odkaz:
http://arxiv.org/abs/2207.11498
Autor:
Pickrell, Doug
Let K denote a simply connected compact Lie group and let G denote its complexification. It is known that there exists an LK-biinvariant probability measure on a natural completion of the complex loop group LG. It is believed that there exist deforma
Externí odkaz:
http://arxiv.org/abs/2207.09913
Autor:
Nicole DeFoor, Swagatika Paul, Shuang Li, Erwin K. Gudenschwager Basso, Valentina Stevenson, Jack L. Browning, Anna K. Prater, Samantha Brindley, Ge Tao, Alicia M. Pickrell
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-12 (2023)
Abstract SARS-CoV-2 causes the severe respiratory disease COVID-19. Remdesivir (RDV) was the first fast-tracked FDA approved treatment drug for COVID-19. RDV acts as an antiviral ribonucleoside (adenosine) analogue that becomes active once it accumul
Externí odkaz:
https://doaj.org/article/b8a12f9d790b44d3bcc5ddf550f79caf