Domain-specific text embedding model for accelerator physics by Thorsten Hellert, João Montenegro, Marco Venturini, Andrea Pollastro

“…Accelerator physics presents unique challenges for natural language processing (NLP) due to its specialized terminology and complex concepts. …”
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Symmetry properties of a symplectic transport matrix and Twiss parameterization of a fully coupled motion by Sergei Glukhov

“…Twiss parameterization proposed by Courant and Snyder is a keystone of accelerator physics. Several authors have extended it later to the case of the fully coupled betatron motion and synchrobetatron motion of a coasting beam. …”
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Leveraging prior mean models for faster Bayesian optimization of particle accelerators by Tobias Boltz, Jose L. Martinez, Connie Xu, Kathryn R. L. Baker, Zihan Zhu, Jenny Morgan, Ryan Roussel, Daniel Ratner, Brahim Mustapha, Auralee L. Edelen

“…In this work, we examine incorporating prior accelerator physics information into Bayesian optimization algorithms by utilizing fast executing, neural network models trained on simulated or historical datasets as prior mean functions in Gaussian process models. …”
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Structural and Optical Characterization of Pure and Lanthanum Substituted Nd1–xLaxAlO3 Prepared by Sol–Gel Method by Akash S. Padole, Vikash Singar, Payal Ratnawat, Ansh Dabkara, Dibya Prakash Kar, Nikita Jain, Minal Gupta, Archna Sagdeo, Pankaj R. Sagdeo

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Gonadotropin dependent premature pubertal development in girls. Description of clinical cases by A. V. Vitebskaya, J. R. Amshinskaya, O. V. Shuminov

“…Typical PP features are: accelerated physical development, premature development of secondary sexual characteristics, early growth plates closure and formation of short stature in adult age. …”
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Minimally‐invasive excision of a scapular osteochondroma on the ventral surface: A case report and literature review by Weifeng Wu, Shijie Liao, Fuchun Yang

“…In this regard, surgical excision is suggested, if possible, with a minimally invasive approach to accelerate physical recovery. Abstract Osteochondroma is a common benign bone tumor, characterized by a cartilage‐capped osseous protuberance with cortical and medullary continuity with the underlying native bone. …”
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Active Galactic Nuclei: Jets as the Source of Hadrons and Neutrinos by Athina Meli, Paolo Ciarcelluti

“…These properties being carried onto gamma-ray and neutrino radiation characteristics, makes the combination of them a quite appealing theme for relativistic plasma and shock acceleration physics, as well as observational cosmic-ray, gamma-ray and neutrino astronomy.…”
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Adaptive Transverse Laser Shaping and Its Application in a Photocathode Gun by Zhongqi Liu, Haoyan Jia, Hang Xu, Jinqiang Xu, Senlin Huang

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Association between age at menarche and the risk of myopia at the age of 15 in Chongqing, China: a cross-sectional study by Jing Zhang, Ruili Li, Yong Zhang, Tian OuYang, Dan Ao, LiYan Gong, Li He, Xiaoya Qi, Xiyuan Zhou

“…This implies that accelerated physical development during puberty may contribute to the onset and progression of myopia in the context of modern lifestyles in urban China. …”
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Efficient and generalizable nested Fourier-DeepONet for three-dimensional geological carbon sequestration by Jonathan E. Lee, Min Zhu, Ziqiao Xi, Kun Wang, Yanhua O. Yuan, Lu Lu

“…Surrogate modelling with data-driven machine learning has become a promising alternative to accelerate physics-based simulations. Among these, the Fourier neural operator (FNO) has been applied to three-dimensional synthetic subsurface models. …”
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Flow acceleration statistics: a new paradigm for wind-driven loads, towards probabilistic turbine design by M. Kelly

“…Not only is the flow acceleration physically meaningful, but its use also removes the need for de-trending. …”
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Identifying the Effective Factors on the Sustainability of Small Businesses in Earthquake-Stricken Areas of Kermanshah Province by Ayoub Pazhouhan, Bijan Rezaee, Nader Naderi, Ali Asgari

“…Moreover, the role of business regeneration in the reconstruction process has been underestimated, and due to time constraints, all efforts by officials and executives to restructure have focused on accelerating physical restructuring in the least time, which reduces the quality. …”
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