Hyperparameter Optimization Algorithms for Gaussian Process Regression of Brain Tissue Compressive Stress

F Patterson, O Abuomar, RK Prabhu - … from ICDATA 2020 and IKE 2020, 2021 - Springer
Traumatic brain injury (TBI) is modeled using in vitro mechanical testing on excised brain
tissue samples. While such testing is essential for understanding the mechanics of TBI, the …

Regression Analysis of Brain Biomechanics Under Uniaxial Deformation

O Abuomar, F Patterson, RK Prabhu - Intelligent Computing: Proceedings …, 2020 - Springer
Traumatic brain injury is one of the most prevalent health conditions in the United States.
However, despite its significance and frequency there is not that much understanding of the …