siver_john
Joined 7 years ago
Joined 7 years ago
For MD, specifically the type talked about here, we aren't taking in all the quantum effects, and that is known. Crystalizing molecules, especially large either dynamic proteins or ones in lipids is hard. Crystalizing during transitory states is orders of magnitude more difficult. MD allows us to visualize those transitory states and was used, for example, to observe the unfolding of the spike protein in Sars-Cov2 to assist in designing mRNA vaccines, because the important amino acids could be observed.
There is a lot of times where it is good enough, outpaces current experimental techniques, etc that it is the tool for the job. But it is not perfect and very rarely can stand completely on its own, in say drug discovery or other fields.
I also believe the work of Frank Noe is someone to watch for in the ML potential space for proteins.
I'm also always happy to talk about CG.
Granted wished this had been around when I started my journey instead of having to delve into things like the Amber manual... (which I will grant is wonderful for its information but the organization isn't as convenient).
Honestly I think the biggest threat is also fireworks NIMBYism, people don't like the loud sounds disturbing their lives, their pets, etc combined with the general pressure of bigger and better exacerbating those problems.
*Seems like he finally published the text book he was working on when teaching the class: [https://www.amazon.com/dp/B0BYR86GP7?ref_=pe_3052080_3975148...
Location: Nashville, TN
Remote: Yes
Willing to relocate: No
Technologies: React, Python, NodeJS, Postgres, SQLAlchemy, Flask, Numba, CUDA, Go, Bash, Scala, Amber, AmberTools, Schrodinger Suite, PyMol, Tensorflow, Neural Networks, Physics Informed Neural Networks, SQL, AWS, Docker, Linux
Résumé/CV: https://biophysvertex.com/Jonathon_Ferrell_Resume.pdf
Email: jbferrell [at] biophysvertex [dot] com
Open to contract and full time employment.
It appears in the US that generally the letter of the law matters more in legal proceedings than the spirit of what was written. Though there is sometimes debate (especially around the constitution) as to what the words meant at the time the law was written which give a little legal freeway to the spirit. From what I have seen though these cases generally deal more with rights/civil liberties than laws which affect corporations/tax codes/processes/etc. There is greater freedom to interpret the spirit of the law in criminal cases (e.g. jury nullification).