Search Results - Engineering::Computer science AND engineering::Computing methodologies::Simulation AND modeling*

Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling by Wu, Yannan Nellie, Tsai, Po-An, Parashar, Angshuman, Sze, Vivienne, Emer, Joel S.

“… The lack of systematic description and modeling support for these sparse tensor accelerators impedes hardware designers from efficient and effective design space exploration…”
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An Agent-Based Modeling and Virtual Reality Application Using Distributed Simulation: Case of a COVID-19 Intensive Care Unit by Possik, Jalal, Asgary, Ali, Solis, Adriano O., Zacharewicz, Gregory, Shafiee, Mohammad A., Najafabadi, Mahdi M., Nadri, Nazanin, Guimaraes, Abel, Iranfar, Hossein, Ma, Philip, Lee, Christie M., Tofighi, Mohammadali, Aarabi, Mehdi, Gorecki, Simon, Wu, Jianhong

“… The COVID-19 pandemic, with the resulting necessity for rapid and remote assessment, has highlighted the critical role of modeling and simulation in healthcare, particularly distributed simulation (DS…”
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A State-of-the-Art Review on Machine Learning-Based Multiscale Modeling, Simulation, Homogenization and Design of Materials by Bishara, Dana, Xie, Yuxi, Liu, Wing Kam, Li, Shaofan

“…Multiscale simulation and homogenization of materials have become the major computational technology as well as engineering tools in material modeling and material design…”
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Design, modelling, simulation and integration of cyber physical systems: Methods and applications by Hehenberger, P., Vogel-Heuser, B., Bradley, D., Eynard, B., Tomiyama, T., Achiche, S.

“…•A systematic review of CPS-design literature was carried out, with an emphasis on the design, modelling, simulation and integration of CPS…”
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Self‐Supervised Humidity‐Controllable Garment Simulation via Capillary Bridge Modeling by Shi, M., Wang, X., Zhang, J., Gao, L., Zhu, D., Zhang, H.

“…‐supervised framework for humidity‐controllable clothing simulation grounded in the physical modeling of capillary bridges that form between fabric and skin…”
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Liquid Splash Modeling with Neural Networks by Um, Kiwon, Hu, Xiangyu, Thuerey, Nils

“…This paper proposes a new data‐driven approach to model detailed splashes for liquid simulations with neural networks…”
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Towards domain-specific modelling environments based on augmented reality by Brunschwig, Léa, Campos-López, Rubén, Guerra, Esther, de Lara, Juan

“…Models are pervasive in many disciplines, like software and systems engineering. Modelling by the use of domain-specific languages (DSLs…”
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Towards Realistic, Applicable and Feasible Configuration-Aware Performance Modeling by Xia, Yuanjie

“… We conclude these challenges into three parts, which are realistic, applicable and feasible for the performance modeling, This thesis addresses the challenges through four projects…”
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A Distributed Simulation Approach to Integrate AnyLogic and Unity for Virtual Reality Applications: Case of COVID-19 Modelling and Training in a Dialysis Unit by Possik, Jalal, Gorecki, Simon, Asgary, Ali, Solis, Adriano O., Zacharewicz, Gregory, Tofighi, Mohammadali, Shafiee, Mohammad Ali, Merchant, Asad A., Aarabi, Mehdi, Guimaraes, Abel, Nadri, Nazanin

“…Different heterogeneous simulation components can be integrated to produce a more effective complex global system…”
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Engaging soft computing in material and modeling uncertainty quantification of dam engineering problems by Hariri-Ardebili, Mohammad Amin, Salazar, Fernando

“… The objective of this paper is to focus on the material and modeling uncertainties, and to couple them with soft computing techniques aiming to reduce the computational burden of the conventional…”
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SURFNet: Super-Resolution of Turbulent Flows with Transfer Learning using Small Datasets by Obiols-Sales, Octavi, Vishnu, Abhinav, Malaya, Nicholas P., Chandramowlishwaran, Aparna

“…Deep Learning (DL) algorithms are emerging as a key alternative to computationally expensive CFD simulations…”
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Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models by Baresi, Luciano, Xian Hu, Davide Yi, Stocco, Andrea, Tonella, Paolo

“…Simulation-based testing is widely used to assess the reliability of Autonomous Driving Systems (ADS…”
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Modeling the Internet of Things, Self-Organizing and Other Complex Adaptive Communication Networks: A Cognitive Agent-Based Computing Approach by Laghari, Samreen, Niazi, Muaz A.

“…). The goal of this study is to explore the use of Agent-based Modeling as part of the Cognitive Agent-based Computing (CABC…”
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Multi-physics simulations using a hierarchical interchangeable software interface by Portegies Zwart, Simon F., McMillan, Stephen L.W., van Elteren, Arjen, Pelupessy, F. Inti, de Vries, Nathan

“…We introduce a general-purpose framework for interconnecting scientific simulation programs using a homogeneous, unified interface…”
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Toward Good Simulation Practice: Best Practices for the Use of Computational Modelling and Simulation in the Regulatory Process of Biomedical Products by Viceconti, Marco, Emili, Luca

“… some Good Simulation Practices on how to develop, evaluate, and use In Silico Trials. Good Simulation Practice constitutes an indispensable guide for anyone…”
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Detailed Rigid Body Simulation with Extended Position Based Dynamics by Müller, Matthias, Macklin, Miles, Chentanez, Nuttapong, Jeschke, Stefan, Kim, Tae‐Yong

“…We present a rigid body simulation method that can resolve small temporal and spatial details by using a quasi explicit integration scheme that is unconditionally stable…”
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Algorithms for Microscopic Crowd Simulation: Advancements in the 2010s by Toll, W., Pettré, J.

“…The real‐time simulation of human crowds has many applications. Simulating how the people in a crowd move through an environment is an active and ever…”
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Invited: Autonomous Driving Digital Twin Empowered Design Automation: An Industry Perspective by Yu, Bo, Tang, Jie, Liu, Shao-Shan

“…Designing reliable computing systems for autonomous driving is extremely challenging, as the performance and reliability of the systems have to be thoroughly evaluated under an extremely large amount…”
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An efficient method for incorporating modeling uncertainties into collapse fragility of steel structures by Pourreza, F., Mousazadeh, M., Basim, M. Ch

“…•A practical method is proposed to consider model uncertainties in collapse capacity.•Combined Monte Carlo with response surface method is used as reliability…”
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Workload modeling for resource usage analysis and simulation in cloud computing by Magalhães, Deborah, Calheiros, Rodrigo N., Buyya, Rajkumar, Gomes, Danielo G.

“…] Workload modeling enables performance analysis and simulation of cloud resource management policies, which allows cloud providers to improve their systems…”
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