Results 211 to 220 of about 400,456 (327)
Understanding Latent Timescales in Neural Ordinary Differential Equation Models for Advection-Dominated Dynamical Systems [PDF]
Ashish Nair +4 more
openalex +1 more source
Data‐Driven Distributed Safe Control Design for Multi‐Agent Systems
This paper presents a data‐driven control barrier function (CBF) technique for ensuring safe control of multi‐agent systems (MASs) with uncertain linear dynamics. A data‐driven quadratic programming (QP) optimization is first developed for CBF‐based safe control of single‐agent systems using a nonlinear controller. This approach is then extended to the
Marjan Khaledi, Bahare Kiumarsi
wiley +1 more source
Customized Steady-State Constraints for Parameter Estimation in Non-Linear Ordinary Differential Equation Models. [PDF]
Rosenblatt M, Timmer J, Kaschek D.
europepmc +1 more source
This paper proposes two projector‐based Hopfield neural network (HNN) estimators for online, constrained parameter estimation under time‐varying data, additive disturbances, and slowly drifting physical parameters. The first is a constraint‐aware HNN that enforces linear equalities and inequalities (via slack neurons) and continuously tracks the ...
Miguel Pedro Silva
wiley +1 more source
A Bayesian approach to estimating hidden variables as well as missing and wrong molecular interactions in ordinary differential equation-based mathematical models. [PDF]
Engelhardt B, Kschischo M, Fröhlich H.
europepmc +1 more source
This study introduces and investigates different‐sex gonad transplants in a mouse model of gender‐affirming hormone therapy. Ovaries and testes implanted into gonadectomized adults exhibit gametogenesis and steroidogenesis independent of the sex of the host.
Daniel R. Pfau +8 more
wiley +1 more source
Estimation of Ordinary Differential Equation Parameters Using Constrained Local Polynomial Regression. [PDF]
Ding AA, Wu H.
europepmc +1 more source
A variational approach to parameter estimation in ordinary differential equations [PDF]
Daniel Kaschek, Jens Timmer
openalex +1 more source

