Research

Characterizing High-dimensional Dynamics by Combinatorial-Topological Methods on a Latent Space

P. Bailon, M. Gameiro, B. Gelb, W. Kalies, M. Kramar, K. Mischaikow, B. Rivas, E. Vieira

Topological Dynamics via Learned Hybrid Systems

B. Rivas, W. Kalies, K. Iwasaki, A. Bloch, M. Ghaffari

Proceedings of the 8th Annual Learning for Dynamics and Control Conference (L4DC). PMLR 331:1663–1674.

Conley Index Theory for Hybrid Systems

B. Rivas, W. Kalies

Boolean Models Coarsely Sample Continuous Dynamics of Regulatory Networks

B. Cummins, M. Gameiro, T. Gedeon, K. Mischaikow, B. Rivas

Global Dynamics of Ordinary Differential Equations: Wall Labelings, Conley Complexes, and Ramp Systems

M. Gameiro, T. Gedeon, H. Kokubu, K. Mischaikow, H. Oka, B. Rivas, E. Vieira

Learning Cycling Signatures of Hybrid Systems

D. Hien, K. Iwasaki, B. Rivas

Hybrid Attractor Lattices

W. Kalies, B. Rivas, T. Wehbe

Topological Validation of Parameter Inference in Gene Regulatory Networks

W. El Khateeb, B. Rivas, W. Kalies

Towards an Algorithmic Approach to Control of Dynamic Phenotypes

M. Gameiro, W. Kalies, K. Mischaikow, B. Rivas