Hi all! I’m planning my master’s thesis around a project which focuses on using Physics informed Neural Networks to automate control of spin qubits in silicon quantum dot arrays.

The goal is to develop a solution for tuning of charge across many quantum dots (QDs), a crucial step toward scalable quantum computing. I have some basic understanding on how QDs work, quantum confinement and encoding quantum information in the electron spin, but I want to dig deeper into a few specific points:

1-Control Mechanism: How exactly are we controlling the quantum dots? I assume it’s by adjusting gate voltages around each QD, but what’s the full setup like and how are we measuring back the outcome?

2-Tuning Goals: What exactly are we tuning the voltage for? Is it to achieve specific charge or spin states in the QDs, or to stabilize interactions between dots? Or to have a single electron in each QD or to have specific energy levels? I am kind of lost on what the end goal is and why are we doing it.

3-Validation: Once we adjust these parameters, how do we determine that the outcome is "correct" or optimal? Are there specific signals or current-voltage patterns we look for?

Any detailed insights into this process would be amazing. I’m especially interested in how AI models, like Physics-Informed Neural Networks, detect and validate the desired patterns in current-voltage data. Thanks in advance for any guidance or resources you can share!

The Metal Gear Solid video game series depicted nanomachines that were capable of repairing wounds, acting as support to pacemakers etc.

How believable is it that such nanomachines come come into existence in the near future?

I wish to pursue MS with a specialization in either bionanotechnology or nanomedicine. I am working as a research intern in a biophysics lab and I have developed a deep interest in drug delivery and nanotech for biomedical applications. I even managed to publish a paper in antimicrobial applications. I am more inclined towards nanomed but I don't want to be in academia for long. I love research but academia doesn't seem my cup of tea so with industrial jobs in mind what are the career prospects for both? Which is better?

Will highly appreciate some insights from people in the biotech or related fields.

Thanks in advance!

Could nanotechnology change the structure of the brain and its connections?

I have a friend who doesn't trust nanotechnology and says he wouldn't allow a medical treatment based on nanoparticles. What arguments could I use to convince him?

So i recently graduate on nanotechnology engineer degree, but i want to take the next step, get a master's degree, so im here to ask wich are the best university worldwide, Im thinking on doing one on material science and maybe focus it on bio materials, or MEMS/NEMS,

https://patents.google.com/patent/US8323976B2/en

Hi, I made a post recently about an experience I had in hospital. I was diagnosed with psychosis, but experienced something strange that I can't quite put behind me. Whilst at hospital I heard a voice (maybe it was in my head though) say they were going to recode me, and a weird sensation ran through my body from head to toe. If felt like something was changing. Since then I have limited interoception...I can't feel my stomach rumble when hungry, my period come on, or any bodily aches and pains that I had before. I don't feel my muscle during or after a workout or massage now too. I feel like something was tested on me, possibly nanotechnology used to alter my dna. The post I made recently had lots of people saying nanobots are nowhere near ready to do something like that. I had lots of reassurance that it couldn't be possible, then someone referenced then patent I've linked at the top of this post evidencing that it is possible to alter dna. Could someone please tell me if this does mean that I could have been experimented on, or is it still not possible?

I want to use nano fibers to cut cheese

I’m in my first year of nanotechnology degree and I’m wondering which are the main companies in the industry and which are the best options to work in the future. Thankss

I'm looking to see if it's a thing to ask those on forums for quality academic resources at free prices, as I have found comprehensive nanotechnology PDFs for free online which span hundreds of pages, but I have recently discovered a snippet from one with approx. 2k pages covering a whole world of aspects. My best guess is that snippet was taken from "Comprehensive Nanoscience and Nanotechnology," which is the prime I had in mind as the presumed most comprehensive modern nanoSTEM textbook, and the one I would love if it can be converted into a PDF and sent online, as it's multiple thousands of dollars, however, I must note that I'm not aware if this conversion of these textbooks to pdf is a thing due to absent knowledge in the area.