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pro vyhledávání: '"Hundt, A."'
The continually increasing volume of DNA sequence data has resulted in a growing demand for fast implementations of core algorithms. Computation of pairwise alignments between candidate haplotypes and sequencing reads using Pair-HMMs is a key compone
Externí odkaz:
http://arxiv.org/abs/2411.11547
Members of the Human-Robot Interaction (HRI) and Artificial Intelligence (AI) communities have proposed Large Language Models (LLMs) as a promising resource for robotics tasks such as natural language interactions, doing household and workplace tasks
Externí odkaz:
http://arxiv.org/abs/2406.08824
Previous work has observed how Neurodivergence is often harmfully pathologized in Human-Computer Interaction (HCI) and Human-Robot interaction (HRI) research. We conduct a review of autism robot reviews and find the dominant research direction is Aut
Externí odkaz:
http://arxiv.org/abs/2403.05098
Autor:
Hundt, Andrew
Imagine activating new robots meant to aid staff in an elder care facility, only to discover the robots are counterproductive. They undermine the most meaningful moments of the jobs and increase staff workloads, because robots demand care too. Eventu
Externí odkaz:
http://arxiv.org/abs/2403.14673
Machine Learning (ML) and 'Artificial Intelligence' ('AI') methods tend to replicate and amplify existing biases and prejudices, as do Robots with AI. For example, robots with facial recognition have failed to identify Black Women as human, while oth
Externí odkaz:
http://arxiv.org/abs/2402.08242
Autor:
Hundt, Steffen
Publikováno v:
International Journal of Energy Sector Management, 2023, Vol. 18, Issue 6, pp. 1181-1200.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/IJESM-03-2023-0008
Publikováno v:
Computational and Structural Biotechnology Journal, Vol 23, Iss , Pp 918-928 (2024)
The identification of photobleaching steps in single molecule fluorescence imaging is a well-established procedure for analysing the stoichiometries of molecular complexes. Nonetheless, the method is challenging with protein fluorophores because of t
Externí odkaz:
https://doaj.org/article/5ab79dde81b149cba65833d57bf0179f
Publikováno v:
BMC Bioinformatics, Vol 25, Iss 1, Pp 1-24 (2024)
Abstract Background The maximal sensitivity for local pairwise alignment makes the Smith-Waterman algorithm a popular choice for protein sequence database search. However, its quadratic time complexity makes it compute-intensive. Unfortunately, curre
Externí odkaz:
https://doaj.org/article/d102e0370e68428395257f3aa5fc874a
Autor:
Li, Zongyi, Kovachki, Nikola Borislavov, Choy, Chris, Li, Boyi, Kossaifi, Jean, Otta, Shourya Prakash, Nabian, Mohammad Amin, Stadler, Maximilian, Hundt, Christian, Azizzadenesheli, Kamyar, Anandkumar, Anima
We propose the geometry-informed neural operator (GINO), a highly efficient approach to learning the solution operator of large-scale partial differential equations with varying geometries. GINO uses a signed distance function and point-cloud represe
Externí odkaz:
http://arxiv.org/abs/2309.00583
Autor:
Bonev, Boris, Kurth, Thorsten, Hundt, Christian, Pathak, Jaideep, Baust, Maximilian, Kashinath, Karthik, Anandkumar, Anima
Fourier Neural Operators (FNOs) have proven to be an efficient and effective method for resolution-independent operator learning in a broad variety of application areas across scientific machine learning. A key reason for their success is their abili
Externí odkaz:
http://arxiv.org/abs/2306.03838