Zobrazeno 1 - 10
of 9 507
pro vyhledávání: '"Großmann P"'
The inherent complexity of biological agents often leads to motility behavior that appears to have random components. Robust stochastic inference methods are therefore required to understand and predict the motion patterns from time discrete trajecto
Externí odkaz:
http://arxiv.org/abs/2411.08692
Autor:
Johnson, Samuel G. B., Karimi, Amir-Hossein, Bengio, Yoshua, Chater, Nick, Gerstenberg, Tobias, Larson, Kate, Levine, Sydney, Mitchell, Melanie, Rahwan, Iyad, Schölkopf, Bernhard, Grossmann, Igor
Recent advances in artificial intelligence (AI) have produced systems capable of increasingly sophisticated performance on cognitive tasks. However, AI systems still struggle in critical ways: unpredictable and novel environments (robustness), lack o
Externí odkaz:
http://arxiv.org/abs/2411.02478
Autor:
Grossmann, Max R. P.
When is autonomy granted to a decision-maker based on their knowledge, and if no autonomy is granted, what form will the intervention take? A parsimonious theory shows how policymakers can exploit decision-maker mistakes and use them as a justificati
Externí odkaz:
http://arxiv.org/abs/2410.20970
In recent years, a wide variety of graph neural network (GNN) architectures have emerged, each with its own strengths, weaknesses, and complexities. Various techniques, including rewiring, lifting, and node annotation with centrality values, have bee
Externí odkaz:
http://arxiv.org/abs/2410.08759
Relaxation to equilibrium in Bose-Hubbard rings is numerically investigated in the time domain. We show that for small mean site populations in the Mott insulator regime, characterized by strong onsite interaction as compared to hopping, equipartitio
Externí odkaz:
http://arxiv.org/abs/2410.06039
Autor:
Großmann, Gerrit, Vollmer, Sebastian
We introduce a fast simulation technique for modeling epidemics on adaptive networks. Our rejection-based algorithm efficiently simulates the co-evolution of the network structure and the epidemic dynamics. We extend the classical SIS model by incorp
Externí odkaz:
http://arxiv.org/abs/2410.04987
Recently, researchers have extended the concept of matchings to the more general problem of finding $b$-matchings in hypergraphs broadening the scope of potential applications and challenges. The concept of $b$-matchings, where $b$ is a function that
Externí odkaz:
http://arxiv.org/abs/2408.06924
While bacterial swimming has been well characterized in uniform liquid environments, only little is known about how bacteria propagate through complex environments, such as gel-like matrices or porous media that are typically encountered in tissue or
Externí odkaz:
http://arxiv.org/abs/2408.02317
Autor:
Ashworth, Jacob, Grossmann, Luca, Navarro, Fausto, Almodovar, Leyda, Harsy, Amanda, Johnson, Cory, Sorrells, Jessica
Recent advancements in microbiology have motivated the study of the production of nanostructures with applications such as biomedical computing and molecular robotics. One way to construct these structures is to construct branched DNA molecules that
Externí odkaz:
http://arxiv.org/abs/2408.00192
Autor:
Peng, Zedong, Cao, Kaiyu, Furman, Kevin C., Li, Can, Grossmann, Ignacio E., Neira, David E. Bernal
The advancement of domain reduction techniques has significantly enhanced the performance of solvers in mathematical programming. This paper delves into the impact of integrating convexification and domain reduction techniques within the Outer- Appro
Externí odkaz:
http://arxiv.org/abs/2407.20973