Zobrazeno 1 - 10
of 518 888
pro vyhledávání: '"Modeling approach"'
Autor:
Wang, Bingran, Kim, Min Sung, Yoon, Taewoong, Lee, Dasom, Kim, Byeong-Sang, Sung, Dougyong, Hwang, John T.
Careful design of semiconductor manufacturing equipment is crucial for ensuring the performance, yield, and reliability of semiconductor devices. Despite this, numerical optimization methods are seldom applied to optimize the design of such equipment
Externí odkaz:
http://arxiv.org/abs/2411.08149
Autor:
Liu, Qiao, Wong, Wing Hung
Causal inference in observational studies with high-dimensional covariates presents significant challenges. We introduce CausalBGM, an AI-powered Bayesian generative modeling approach that captures the causal relationship among covariates, treatment,
Externí odkaz:
http://arxiv.org/abs/2501.00755
Autor:
Lee, Namhwa, Ma, Shujie
Estimating treatment effects using observation data often relies on the assumption of no unmeasured confounders. However, unmeasured confounding variables may exist in many real-world problems. It can lead to a biased estimation without incorporating
Externí odkaz:
http://arxiv.org/abs/2411.10980
This paper focuses on switching event-triggered output feedback control for a class of parabolic partial differential equation (PDE) systems subject to unknown nonlinearities and external bounded disturbance. Initially, the PDE systems is properly se
Externí odkaz:
http://arxiv.org/abs/2412.18941
Autor:
Farlessyost, William, Singh, Shweta
Industrial ecosystems are coupled with natural systems through utilization of feedstocks and waste disposal. To ensure resilience in production of industrial systems under the threat of climate change scenarios, it is necessary to evaluate the impact
Externí odkaz:
http://arxiv.org/abs/2412.17006
Autor:
Bal, Vivekananda, Hong, Moo Sun, Wolfrum, Jacqueline M., Barone, Paul W., Springs, Stacy L., Sinskey, Anthony J., Kotin, Robert M., Braatz, Richard D.
Crystallization of proteins, specifically proteins of medical relevance, is performed for various reasons such as to understand the protein structure and to design therapies. Obtaining kinetic constants in rate laws for nucleation and growth of advan
Externí odkaz:
http://arxiv.org/abs/2412.09821
Collecting multiple longitudinal measurements and time-to-event outcomes is a common practice in clinical and epidemiological studies, often focusing on exploring associations between them. Joint modeling is the standard analytical tool for such data
Externí odkaz:
http://arxiv.org/abs/2412.05765
Autor:
Zafri, Niaz Mahmud, Zhang, Ming
This study investigates the dynamic relationship between the built environment and travel in Austin, Texas, over a 20-year period. Using three waves of household travel surveys from 1997, 2006, and 2017, the research employs a repeated cross-sectiona
Externí odkaz:
http://arxiv.org/abs/2412.03582
The energy use of a robot is trajectory-dependent, and thus can be reduced by optimization of the trajectory. Current methods for robot trajectory optimization can reduce energy up to 15\% for fixed start and end points, however their use in industri
Externí odkaz:
http://arxiv.org/abs/2411.03194