Zobrazeno 1 - 10
of 2 460
pro vyhledávání: '"Shand, P."'
Significant events such as volcanic eruptions can have global and long lasting impacts on climate. These global impacts, however, are not uniform across space and time. Understanding how the Mt. Pinatubo eruption affects global and regional climate i
Externí odkaz:
http://arxiv.org/abs/2409.08908
The June 1991 Mt. Pinatubo eruption resulted in a massive increase of sulfate aerosols in the atmosphere, absorbing radiation and leading to global changes in surface and stratospheric temperatures. A volcanic eruption of this magnitude serves as a n
Externí odkaz:
http://arxiv.org/abs/2408.13392
Neural audio synthesis methods now allow specifying ideas in natural language. However, these methods produce results that cannot be easily tweaked, as they are based on large latent spaces and up to billions of uninterpretable parameters. We propose
Externí odkaz:
http://arxiv.org/abs/2406.00294
Diagnostics are critical on the path to commercial fusion reactors, since measurements and characterisation of the plasma is important for sustaining fusion reactions. Gamma spectroscopy is commonly used to provide information about the neutron energ
Externí odkaz:
http://arxiv.org/abs/2312.13685
Machine learning models offer the potential to understand diverse datasets in a data-driven way, powering insights into individual disease experiences and ensuring equitable healthcare. In this study, we explore Bayesian inference for characterising
Externí odkaz:
http://arxiv.org/abs/2311.13411
Autor:
Cai, Kunlin, Zhang, Jinghuai, Hong, Zhiqing, Shand, Will, Wang, Guang, Zhang, Desheng, Chi, Jianfeng, Tian, Yuan
Publikováno v:
The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024)
As location-based services (LBS) have grown in popularity, more human mobility data has been collected. The collected data can be used to build machine learning (ML) models for LBS to enhance their performance and improve overall experience for users
Externí odkaz:
http://arxiv.org/abs/2310.18606
Global Climate Model (GCM) tuning (calibration) is a tedious and time-consuming process, with high-dimensional input and output fields. Experts typically tune by iteratively running climate simulations with hand-picked values of tuning parameters. Ma
Externí odkaz:
http://arxiv.org/abs/2308.06877
Autor:
Jin Han, Aimy Slade, Hiroko Fujimoto, Wu Yi Zheng, Artur Shvetcov, Leonard Hoon, Joost Funke Kupper, Manisha Senadeera, Sunil Gupta, Svetha Venkatesh, Kon Mouzakis, Yuanyuan Gu, Anam Bilgrami, Noura Saba, Henry Cutler, Philip Batterham, Katherine Boydell, Fiona Shand, Alexis Whitton, Helen Christensen
Publikováno v:
Trials, Vol 25, Iss 1, Pp 1-12 (2024)
Abstract Background More than 50% of people who die by suicide have not been in contact with formal mental health services. The rate of people who fly ‘under the radar’ of mental health services is higher among men than women, indicating a need t
Externí odkaz:
https://doaj.org/article/2feea24eac0e418faf114d0a29d4cae3
Autor:
Bucholc, Magda, James, Charlotte, Khleifat, Ahmad Al, Badhwar, AmanPreet, Clarke, Natasha, Dehsarvi, Amir, Madan, Christopher R., Marzi, Sarah J., Shand, Cameron, Schilder, Brian M., Tamburin, Stefano, Tantiangco, Hanz M., Lourida, Ilianna, Llewellyn, David J., Ranson, Janice M.
Introduction: Machine learning (ML) has been extremely successful in identifying key features from high-dimensional datasets and executing complicated tasks with human expert levels of accuracy or greater. Methods: We summarize and critically evaluat
Externí odkaz:
http://arxiv.org/abs/2303.01949
Publikováno v:
mBio, Vol 15, Iss 8 (2024)
ABSTRACT The purine nucleotides ATP and GTP are made from the common precursor inosine monophosphate (IMP). Maintaining the correct balance of these nucleotides for optimal cell growth is controlled in part by the enzyme IMP dehydrogenase (IMPDH), wh
Externí odkaz:
https://doaj.org/article/385c13969c524aac95770a1da8ccd8fa