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In this paper, we present a new multibody physics simulation framework that utilizes the subsystem-based structure and the Alternating Direction Method of Multiplier (ADMM). The major challenge in simulating complex high degree of freedom…

机器人学 · 计算机科学 2023-03-01 Jeongmin Lee , Minji Lee , Dongjun Lee

We consider the problem of estimating a vector of unknown constant parameters for a class of hybrid dynamical systems -- that is, systems whose state variables exhibit both continuous (flow) and discrete (jump) evolution. Using a hybrid…

最优化与控制 · 数学 2023-08-16 Ryan S. Johnson , Stefano Di Cairano , Ricardo G. Sanfelice

A massively parallel simulation code, called \textit{dHybrid}, has been developed to perform global scale studies of space plasma interactions. This code is based on an explicit hybrid model; the numerical stability and parallel scalability…

等离子体物理 · 物理学 2016-08-16 L. Gargaté , R. Bingham , R. A. Fonseca , L. O. Silva

In the present work we intend to introduce a system based on VR (Virtual Reality) for examining analytical-geometric structures that occur in the study of mathematics and physics concepts in the last high school classes. In our opinion, an…

物理教育 · 物理学 2021-11-04 Marco Simonetti , Damiano Perri , Natale Amato , Osvaldo Gervasi

Hybrid modeling, the combination of first principle and machine learning models, is an emerging research field that gathers more and more attention. Even if hybrid models produce formidable results for academic examples, there are still…

机器学习 · 计算机科学 2021-12-15 Tobias Thummerer , Johannes Tintenherr , Lars Mikelsons

Validation is often defined as the process of determining the degree to which a model is an accurate representation of the real world from the perspective of its intended uses. Validation is crucial as industries and governments depend…

计算物理 · 物理学 2016-09-08 Didier Sornette , Anthony B. Davis , James R. Kamm , Kayo Ide

Hybrid systems are increasingly used in critical applications such as medical devices, infrastructure systems, and autonomous vehicles. Lince is an academic tool for specifying and simulating such systems using a C-like language with…

计算机科学中的逻辑 · 计算机科学 2025-11-19 Reydel Arrieta , José Proença , Patrick Meumeu Yomsi

Hybrid systems verification is quite important for developing correct controllers for physical systems, but is also challenging. Verification engineers, thus, need to be empowered with ways of guiding hybrid systems verification while…

计算机科学中的逻辑 · 计算机科学 2017-01-31 Stefan Mitsch , André Platzer

Complex systems typically have many different parts and facets, with different characteristics. In a multi-paradigm approach to modeling, formalisms with different natures are used in combination to describe complementary parts and aspects…

计算机科学中的逻辑 · 计算机科学 2013-08-14 Marcello M. Bersani , Carlo A. Furia , Matteo Pradella , Matteo Rossi

Physical systems can fail. For this reason the problem of identifying and reacting to faults has received a large attention in the control and computer science communities. In this paper we study the fault diagnosis problem for hybrid…

形式语言与自动机理论 · 计算机科学 2011-06-08 Davide Bresolin , Marta Capiluppi

Models play an essential role in the design process of cyber-physical systems. They form the basis for simulation and analysis and help in identifying design problems as early as possible. However, the construction of models that comprise…

In this paper, we present a mechanism for building hybrid system observers to differentiate between specific positions of the hybrid system. The mechanism is designed through inferring metric temporal logic (MTL) formulae from simulated…

系统与控制 · 电气工程与系统科学 2020-04-07 Zhe Xu , Yi Deng , Agung Julius

A robust method to handle vacuum and near vacuum regions in hybrid simulations for space and astrophysical plasmas is presented. The conventional hybrid simulation model dealing with kinetic ions and a massless charge-neutralizing electron…

等离子体物理 · 物理学 2015-06-22 Takanobu Amano , Katsuaki Higashimori , Keisuke Shirakawa

Smart grid systems are characterized by high complexity due to interactions between a traditional passive network and active power electronic components, coupled using communication links. Additionally, automation and information technology…

Automation systems exist in many variants and may evolve over time in order to deal with different environment contexts or to fulfill changing customer requirements. This induces an increased complexity during design-time as well as tedious…

软件工程 · 计算机科学 2016-04-04 Matthias Kowal , Ina Schaefer

In this work, we utilize discrete geometric mechanics to derive a 2nd-order variational integrator so as to simulate rigid body dynamics. The developed integrator is to simulate the motion of a free rigid body and a quad-rotor. We…

最优化与控制 · 数学 2020-05-18 Mahmoud Abdelgalil , Asmaa Eldesoukey , Esraa Elshabrawy , Mostafa Abdalla

Switched systems are known to exhibit subtle (in)stability behaviors requiring system designers to carefully analyze the stability of closed-loop systems that arise from their proposed switching control laws. This paper presents a formal…

系统与控制 · 电气工程与系统科学 2022-04-12 Yong Kiam Tan , Stefan Mitsch , André Platzer

Physical motion models offer interpretable predictions for the motion of vehicles. However, some model parameters, such as those related to aero- and hydrodynamics, are expensive to measure and are often only roughly approximated reducing…

机器学习 · 计算机科学 2024-10-28 Alexandra Baier , Zeyd Boukhers , Steffen Staab

Stability and safety are critical properties for successful deployment of automatic control systems. As a motivating example, consider autonomous mobile robot navigation in a complex environment. A control design that generalizes to…

机器人学 · 计算机科学 2022-07-25 Zhichao Li , Thai Duong , Nikolay Atanasov

We propose a hybrid approach to simulate quantum many body dynamics by combining Trotter based quantum algorithm with classical dynamic mode decomposition. The interest often lies in estimating observables rather than explicitly obtaining…

量子物理 · 物理学 2023-07-31 Niladri Gomes , Jia Yin , Siyuan Niu , Chao Yang , Wibe Albert de Jong