Wenxiang Cong,Yan Xi,Bruno De Man et al.
Wenxiang Cong et al.
X-ray computed tomography (CT) is a nondestructive imaging technique to reconstruct cross-sectional images of an object using x-ray measurements taken from different view angles for medical diagnosis, therapeutic planning, security screenin...
A reinforcement learning application of a guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy [0.03%]
一种用于放射治疗射束导向选择的指导型蒙特卡洛树搜索算法及其在强化学习中的应用
Azar Sadeghnejad-Barkousaraie,Gyanendra Bohara,Steve Jiang et al.
Azar Sadeghnejad-Barkousaraie et al.
Current beam orientation optimization algorithms for radiotherapy, such as column generation (CG), are typically heuristic or greedy in nature because of the size of the combinatorial problem, which leads to suboptimal solutions. We propose...
Chao Wu,Dan Nguyen,Yixun Xing et al.
Chao Wu et al.
Introduction: Pencil beam (PB) dose calculation is fast but inaccurate due to the approximations when dealing with inhomogeneities. Monte Carlo (MC) dose calculation is the most accurate method but it is time consuming. T...
Ian Convy,William Huggins,Haoran Liao et al.
Ian Convy et al.
Tensor networks have emerged as promising tools for machine learning, inspired by their widespread use as variational ansatze in quantum many-body physics. It is well known that the success of a given tensor network ansatz depends in part o...
Hao Tian,Xi Jiang,Peng Tao
Hao Tian
Allostery is considered important in regulating protein's activity. Drug development depends on the understanding of allosteric mechanisms, especially the identification of allosteric sites, which is a prerequisite in drug discovery and des...
Scientific AI in Materials Science: a Path to a Sustainable and Scalable Paradigm [0.03%]
材料科学中的科研人工智能：通向可持续且可扩展范式的道路
B L DeCost,J R Hattrick-Simpers,Z Trautt et al.
B L DeCost et al.
Recently there has been an ever-increasing trend in the use of machine learning (ML) and artificial intelligence (AI) methods by the materials science, condensed matter physics, and chemistry communities. This perspective article identifies...