Dr Subaru Muroi
Postdoctoral Research Fellow in ML and software engineering
Nielsen Group
Applied machine learning in synthetic and systems biology
Transdisciplinary machine learning researcher focused on applications related to climate change. Published in psychology, education, engineering, software, and AI journals. Currently exploring applications in synthetic and systems biology.
Key Publications
Machine learning methods for predicting shoreline change from submerged breakwater simulations
Hybrid one-line/ 2DH model of submerged breakwater for coastal protection
A hybrid modeling approach for design optimization of submerged breakwaters (Conference)
From Thoughts to Actions: The Importance of Climate Change Education in Enhancing Students' Self Efficacy