Results 61 to 70 of about 894 (220)
Koopman operator and its approximations for systems with symmetries [PDF]
, 2019 Nonlinear dynamical systems with symmetries exhibit a rich variety of behaviors, often described by complex attractor-basin portraits and enhanced and suppressed bifurcations.
Jeffrey Emenheiser +9 more
core +1 more source
Representing Neural Network Layers as Linear Operations via Koopman Operator Theory
CoRRThe strong performance of simple neural networks is often attributed to their nonlinear activations. However, a linear view of neural networks makes understanding and controlling networks much more approachable. We draw from a dynamical systems view of neural networks, offering a fresh perspective by using Koopman operator theory and its connections ...
Nishant Suresh Aswani +2 more
openaire +2 more sources
Legacy and the Politics of Racial Terminology
Journal of Applied Philosophy, EarlyView.ABSTRACT When a term carries a sordid past, it is tempting to think it should have no future use. Yet the normative life of a word is rarely exhausted by its origins. This article develops legacy analysis as a method for enriching evaluation of what should be done with historically burdened terms. Rather than treating origins as decisive, the framework
Paul‐Mikhail Catapang Podosky
wiley +1 more source
Control-Oriented, Data-Driven Models of Thermal Dynamics
Energies, 2021 We investigate data-driven, simple-to-implement residential environmental models that can serve as the basis for energy saving algorithms in both retrofits and new designs of residential buildings.
Ljuboslav Boskic, Igor Mezic
doaj +1 more source
Journal of Organizational Behavior, EarlyView.ABSTRACT There is increasing interest in understanding and recognition of the importance of empathy effects at work. However, despite the two‐party nature of empathy, little research has distinguished between empathy‐giving versus empathy‐receiving, or between empathy‐giver versus receiver.
Xiaoxiao Jiang +3 more
wiley +1 more source
Applied SciencesStructural health monitoring (SHM) is essential for the safety and long-term performance of civil and mechanical infrastructure, yet traditional vibration-based approaches often struggle with nonlinear behavior and environmental variability.
Abiodun Victor Alagbada, Tom Lahmer
doaj +1 more source
Journal of Organizational Behavior, EarlyView.ABSTRACT Research has increasingly highlighted the prevalence of emotionally ambivalent experiences for employees at work, with several self‐regulatory benefits emerging. Yet we do not have a full understanding of which work‐related contexts yield generative or maladaptive consequences of emotional ambivalence.
David F. Arena Jr. +4 more
wiley +1 more source
Koopman Operator Theory and The Applied Perspective of Modern Data-Driven Systems
, 2022 Recent theoretical developments in dynamical systems and machine learning have allowed researchers to re-evaluate how dynamical systems are modeled and controlled.
Krolicki, Alex
core
MathematicsAccurate flight training trajectory prediction is a key task in automatic flight maneuver evaluation and flight operations quality assurance (FOQA), which is crucial for pilot training and aviation safety management. The task is extremely challenging due
Jing Lu, Jingjun Jiang, Yidan Bai
doaj +1 more source
Modeling, simulation, and control of soft robots using Koopman operator theory
, 2023 In nature, animals with soft body parts can control their parts to different shapes, e.g., an elephant trunk can wrap on a tree branch to pick it up. But most research on manipulators only focuses on how to control the end effector, partly because the arm of the manipulator is rigidly articulated.
Singh, Ajai, author +3 more
openaire +1 more source