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Filtering by: Creator Kolodziej, Wojciech Jan Degree Field Radiation Health Physics

Understanding the Application and Benefits of Learning-based Methods in Nuclear Science and Engineering

Creator:

Gómez Fernández, Mario Enrique

Abstract:

Known as the fourth industrial revolution, digitization is an ongoing trend in all ﬁelds, in which various industries are integrating information technologies to support and improve their businesses. Nuclear technology industries have also increased their interest in data-driven methods by leveraging the potential of pattern recognition to identify anomalies and...

Resource Type:

Dissertation
Integrated Spatial and Temporal Stochastic Model in Radiation Biology : Design, Implementation, and Application

Creator:

Liu, Ruirui

Abstract:

Mathematical modeling plays a pivotal role in understanding the mechanism of radiation-induced cellular effects, and also in quantifying the radiation risk to the cell. However, there are still compelling challenges facing the conventional modeling in radiobiology, such as lacking a generalized theory structure of quantifying target effect and non-target effect...

Resource Type:

Dissertation
Creating Anthropomorphic Models with Mesh Phantoms in MCNP to Simulate Mammography

Creator:

Garcia, Jacqueline K.

Abstract:

Breast cancer is the most common cancer among women as it accounts for about 25% of all female cancer cases. Studies have shown that early detection of breast cancer increases the chances of a positive prognosis amongst patients therefore it is crucial to provide accurate diagnosis tools in routine exams....

Resource Type:

Masters Thesis