Sibo Wang-Chen

Publications

NeuroMechFly documentation, complete with tutorials.
I wrote a tutorial on doing machine learning with custom datasets and using transfer learning to facilitate training
I wrote a tutorial on processing geospatial data with Python (Caveat: As I wrote this tutorial quite a while ago, it might not follow current best practices. Also, know that I was only a master student when I wrote it.)

Wang-Chen, S., Stimpfling, V. A., Özdil, P. G., Genoud, L., Hurtak, F., & Ramdya, P. (2023). NeuroMechFly 2.0, a framework for simulating embodied sensorimotor control in adult Drosophila. BioRxiv.
Braun, J., Hurtak, F., Wang-Chen, S., & Ramdya, P. (2023). Networks of descending neurons transform command-like signals into population-based behavioral control. Nature, accepted in principle.

Khan, A., Huerta, E. A., Wang, S., Gruendl, R., Jennings, E., & Zheng, H. (2019). Deep learning at scale for the construction of galaxy catalogs in the Dark Energy Survey. Physics Letters B, 795, 248-258.
Rebei, A., Huerta, E. A., Wang, S., Habib, S., Haas, R., Johnson, D., & George, D. (2019). Fusing numerical relativity and deep learning to detect higher-order multipole waveforms from eccentric binary black hole mergers. Physical Review D, 100(4), 044025.