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pro vyhledávání: '"Sager, A"'
Complex dynamic systems are typically either modeled using expert knowledge in the form of differential equations or via data-driven universal approximation models such as artificial neural networks (ANN). While the first approach has advantages with
Externí odkaz:
http://arxiv.org/abs/2408.07143
Autor:
Sager, Pascal J., Deriu, Jan M., Grewe, Benjamin F., Stadelmann, Thilo, von der Malsburg, Christoph
We present a novel intelligent-system architecture called "Dynamic Net Architecture" (DNA) that relies on recurrence-stabilized networks and discuss it in application to vision. Our architecture models a (cerebral cortical) area wherein elementary fe
Externí odkaz:
http://arxiv.org/abs/2407.05650
Autor:
Delgado-Granados, Luis H., Krogmeier, Timothy J., Sager-Smith, LeeAnn M., Avdic, Irma, Hu, Zixuan, Sajjan, Manas, Abbasi, Maryam, Smart, Scott E., Narang, Prineha, Kais, Sabre, Schlimgen, Anthony W., Head-Marsden, Kade, Mazziotti, David A.
Accurate models for open quantum systems -- quantum states that have non-trivial interactions with their environment -- may aid in the advancement of a diverse array of fields, including quantum computation, informatics, and the prediction of static
Externí odkaz:
http://arxiv.org/abs/2406.05219
Autor:
Banga, Julio R., Sager, Sebastian
Living organisms exhibit remarkable adaptations across all scales, from molecules to ecosystems. We believe that many of these adaptations correspond to optimal solutions driven by evolution, training, and underlying physical and chemical laws and co
Externí odkaz:
http://arxiv.org/abs/2405.20747
For continuous decision spaces, nonlinear programs (NLPs) can be efficiently solved via sequential quadratic programming (SQP) and, more generally, sequential convex programming (SCP). These algorithms linearize only the nonlinear equality constraint
Externí odkaz:
http://arxiv.org/abs/2404.11786
We present a novel, general, and unifying point of view on sparse approaches to polynomial optimization. Solving polynomial optimization problems to global optimality is a ubiquitous challenge in many areas of science and engineering. Historically, d
Externí odkaz:
http://arxiv.org/abs/2403.03560
The moment-sum of squares hierarchy by Lasserre has become an established technique for solving polynomial optimization problems. It provides a monotonically increasing series of tight bounds, but has well-known scalability limitations. For structure
Externí odkaz:
http://arxiv.org/abs/2402.05444
Autor:
Buchner, Johannes, Alasady, Milad J., Backe, Sarah J., Blagg, Brian S.J., Carpenter, Richard L., Colombo, Giorgio, Gelis, Ioannis, Gewirth, Daniel T., Gierasch, Lila M., Houry, Walid A., Johnson, Jill L., Kang, Byoung Heon, Kao, Aimee W., LaPointe, Paul, Mattoo, Seema, McClellan, Amie J., Neckers, Leonard M., Prodromou, Chrisostomos, Rasola, Andrea, Sager, Rebecca A., Theodoraki, Maria A., Truman, Andrew W., Truttman, Matthias C., Zachara, Natasha E., Bourboulia, Dimitra, Mollapour, Mehdi, Woodford, Mark R.
Publikováno v:
Cell Stress & Chaperones, 2024 Jan 01. 29(1), 88-96.
Externí odkaz:
https://www.jstor.org/stable/48771902
Autor:
Marcus, Jonah, Sager, Molly
In the early 20th century, Laurent Schwartz observed that we can identify functions that extend smoothly to the point at infinity of one-point compactifications of Euclidean spaces. We show a similar result for a different compactification of Euclide
Externí odkaz:
http://arxiv.org/abs/2308.01852
Autor:
Sager, Lutz
Air pollution generates substantial health damages and economic costs worldwide. Pollution exposure varies greatly, both between countries and within them. However, the degree of air quality inequality and its' trajectory over time have not been quan
Externí odkaz:
http://arxiv.org/abs/2307.15669