Zobrazeno 1 - 10
of 26 560
pro vyhledávání: '"Arief ."'
Autor:
Sharma, Armaan, Arief, Mansur M.
Growing concerns regarding environmental health have highlighted the aviation industry's impact and potential mitigation strategies. Previous research has indicated hydrogen's significant potential for reducing the industry's environmental impact, ye
Externí odkaz:
http://arxiv.org/abs/2412.15137
Optimal control problems with state distribution constraints have attracted interest for their expressivity, but solutions rely on linear approximations. We approach the problem of driving the state of a dynamical system in distribution from a sequen
Externí odkaz:
http://arxiv.org/abs/2412.06220
Autor:
Ward, Isaac Ronald, Asmar, Dylan M., Arief, Mansur, Mike, Jana Krystofova, Kochenderfer, Mykel J.
Deciding on appropriate mechanical ventilator management strategies significantly impacts the health outcomes for patients with respiratory diseases. Acute Respiratory Distress Syndrome (ARDS) is one such disease that requires careful ventilator oper
Externí odkaz:
http://arxiv.org/abs/2411.07971
Non-linear convection-reaction-diffusion (CRD) partial differential equations (PDEs) are crucial for modeling complex phenomena in fields such as biology, ecology, population dynamics, physics, and engineering. Numerical approximation of these non-li
Externí odkaz:
http://arxiv.org/abs/2411.09704
Autor:
Jiang, Shuai, Robinson, Christina, Anderson, Joseph, Hisey, William, Butterly, Lynn, Suriawinata, Arief, Hassanpour, Saeed
Colonoscopy screening is an effective method to find and remove colon polyps before they can develop into colorectal cancer (CRC). Current follow-up recommendations, as outlined by the U.S. Multi-Society Task Force for individuals found to have polyp
Externí odkaz:
http://arxiv.org/abs/2410.09880
One of the key issues contributing to inefficiency in Puskesmas is the time-consuming nature of doctor-patient interactions. Doctors need to conduct thorough consultations, which include diagnosing the patient's condition, providing treatment advice,
Externí odkaz:
http://arxiv.org/abs/2409.17054
Automated fact-checking is a key strategy to overcome the spread of COVID-19 misinformation on the internet. These systems typically leverage deep learning approaches through Natural Language Inference (NLI) to verify the truthfulness of information
Externí odkaz:
http://arxiv.org/abs/2409.00061
Autor:
ElZemity, Adel, Arief, Budi
Federated Learning (FL) in the Internet of Things (IoT) environments can enhance machine learning by utilising decentralised data, but at the same time, it might introduce significant privacy and security concerns due to the constrained nature of IoT
Externí odkaz:
http://arxiv.org/abs/2407.18096
This study addresses the challenge of stroke diagnosis and treatment under uncertainty, a critical issue given the rapid progression and severe consequences of stroke conditions such as aneurysms, arteriovenous malformations (AVM), and occlusions. Cu
Externí odkaz:
http://arxiv.org/abs/2407.16962
Training intelligent agents to navigate highly interactive environments presents significant challenges. While guided meta reinforcement learning (RL) approach that first trains a guiding policy to train the ego agent has proven effective in improvin
Externí odkaz:
http://arxiv.org/abs/2407.15839