Browsing by Author "Chen, Y."
Now showing items 1-3 of 3
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Fourier finite element modeling of light emission in waveguides: 2.5-dimensional FEM approach
Ou, Y.; Pardo, D.
; Chen, Y. (2015-12-31)
We present a Fourier finite element modeling of light emission of dipolar emitters coupled to infinitely long waveguides. Due to the translational symmetry, the three-dimensional (3D) coupled waveguide-emitter system can ... -
Lessons from Two Design–Build–Test–Learn Cycles of Dodecanol Production in Escherichia coli Aided by Machine Learning
(2019-01-01)The Design–Build–Test–Learn (DBTL) cycle, facilitated by exponentially improving capabilities in synthetic biology, is an increasingly adopted metabolic engineering framework that represents a more systematic and efficient ... -
Predictive engineering and optimization of tryptophan metabolism in yeast through a combination of mechanistic and machine learning models
Zhang, J.; Petersen, S.; Radivojevic, T.; Ramirez, A.; Pérez, A.; Abeliuk, E.; Sánchez, B.; Costello, Z.; Chen, Y.; Fero, M.; Garcia Martin, H.; Nielsen, J.; Keasling, J.; Jensen, M. (2019)
In combination with advanced mechanistic modeling and the generation of high-quality multi-dimensional data sets, machine learning is becoming an integral part of understanding and engineering living systems. Here we show ...