Zobrazeno 1 - 10
of 13 082
pro vyhledávání: '"Bassett, P"'
Biopharmaceutical products, particularly monoclonal antibodies (mAbs), have gained prominence in the pharmaceutical market due to their high specificity and efficacy. As these products are projected to constitute a substantial portion of global pharm
Externí odkaz:
http://arxiv.org/abs/2409.02149
The stability of complex networks, from power grids to biological systems, is crucial for their proper functioning. It is thus important to control such systems to maintain or restore their stability. Traditional approaches rely on real-time state me
Externí odkaz:
http://arxiv.org/abs/2408.08263
Autor:
Kulkarni, Suman, Bassett, Dani S.
The brain is immensely complex, with diverse components and dynamic interactions building upon one another to orchestrate a wide range of functions and behaviors. Understanding patterns of these complex interactions and how they are coordinated to su
Externí odkaz:
http://arxiv.org/abs/2408.02640
Autor:
Bassett, Robert L, Barkley, Peter
In this paper, we introduce a novel semidefinite programming framework for designing custom frugal resolvent splitting algorithms which find a zero in the sum of n monotone operators. This framework features a number of design choices which facilitat
Externí odkaz:
http://arxiv.org/abs/2407.16159
Publikováno v:
Opt. Express 32, 38504-38515 (2024)
We present a general strategy for the inverse design of metasurfaces composed of elementary shapes. We use it to design a structure that collects and collimates light from nitrogen-vacancy centers in diamond. Such metasurfaces constitute scalable opt
Externí odkaz:
http://arxiv.org/abs/2406.08212
Disentanglement is the endeavour to use machine learning to divide information about a dataset into meaningful fragments. In practice these fragments are representation (sub)spaces, often the set of channels in the latent space of a variational autoe
Externí odkaz:
http://arxiv.org/abs/2405.21042
Autor:
Chimoto, Everlyn Asiko, Gala, Jay, Ahia, Orevaoghene, Kreutzer, Julia, Bassett, Bruce A., Hooker, Sara
Neural Machine Translation models are extremely data and compute-hungry. However, not all data points contribute equally to model training and generalization. Data pruning to remove the low-value data points has the benefit of drastically reducing th
Externí odkaz:
http://arxiv.org/abs/2405.19462
Nuclear quadrupolar resonance (NQR) spectroscopy reveals chemical bonding patterns in materials and molecules through the unique coupling between nuclear spins and local fields. However, traditional NQR techniques require macroscopic ensembles of nuc
Externí odkaz:
http://arxiv.org/abs/2405.14859
Autor:
Ouellet, Mathieu, Bassett, Dani S., Bassett, Lee C., Murphy, Kieran A., Patankar, Shubhankar P.
Prions are misfolded proteins that transmit their structural arrangement to neighboring proteins. In biological systems, prion dynamics can produce a variety of complex functional outcomes. Yet, an understanding of prionic causes has been hampered by
Externí odkaz:
http://arxiv.org/abs/2402.10939
Autor:
Yong, Suk Yee, Harborne, K. E., Foster, Caroline, Bassett, Robert, Poole, Gregory B., Cavanagh, Mitchell
Publikováno v:
Publ. Astron. Soc. Aust. 41 (2024) e033
Since the turn of the century, astronomers have been exploiting the rich information afforded by combining stellar kinematic maps and imaging in an attempt to recover the intrinsic, three-dimensional (3D) shape of a galaxy. A common intrinsic shape r
Externí odkaz:
http://arxiv.org/abs/2404.04491