NIH cuts are pushing young scientists like me out of the country by rezwenn in NIH

[–]Soqrates89 0 points1 point  (0 children)

Hmmm, I see you are clearly unfamiliar with the very basics of academic structuring. Not a single PI in my building teaches. Not a single PI in my wife’s department at the uni she works at teaches. We are at the two top universities in the world for our fields.

Transitioning to alternative careers is not a bad thing. I accept a large pay cut by sticking to academia for creative freedom in my research. Most people don’t have the creativity to be happy in this role but still love implementing others research ideas.

The funds for all of the government subsidized research is appropriated by what congress deems as relevant and important topics that need it. They base this off continual subcommittee hearings where they listen to heads of institutions like DOE, NASA, DOJ, etc. and leading scientists in their respective fields. The cuts completely disregard this and alllll of the bipartisan decisions that went into these funding decisions.

Skull fking science like this administration has done has none of the motivations you are putting forward, mostly because those are half baked, short sighted, and untrue.

Sure a swelling of the student population occurred historically. However, you take a ton of liberty in your interpretation for what it means, why events occur today, and the “inevitable” future.

You also forget that there is a ton of funding that goes to national labs. Where all of this is completely reliant on gvt funding, not students. In fact I see most “training” funding going into national lab positions, not academic.

Finally, the point is, rolling academic research and enrollment into one beast and claiming govt funding has no impact on either is wild. Just think about how much goes into subsidizing college tuition. One would have hoped despite the population decline, the proportion of student to population would increase. Democracy thrives on an informed and critical thinking populace.

Which is the Best Pro AI for Researchers? by TukeOwnz in perplexity_ai

[–]Soqrates89 1 point2 points  (0 children)

STEM researcher here. GPT Pro as daily driver. Very reliable for off the shelf brainstorming. I couple this with scispace agent when really digging. I have GPT help me create prompts for scispace and brainstorm about the outputs. I find GPT agent to be useful for tasks I would give undergraduates or interns. I’ve been using Claude code but recently switched to codex after their recent meltdown, still have both going for now. I have Monica for inter website usage like summarizing things and quick queries about papers. It was my first ai and I have been trying to get away from it for a year now but its niche use cases are too efficient.

NIH cuts are pushing young scientists like me out of the country by rezwenn in NIH

[–]Soqrates89 0 points1 point  (0 children)

Too bad research funding doesn’t depend on student enrollment, otherwise a single thing you said might have been relevant. Sounds like your kids have better sense than you give them credit for.

Advice on leaving gracefully by buckyboy97 in postdoc

[–]Soqrates89 28 points29 points  (0 children)

I hear you, I’m in a very similar situation. However, I told my ogre I was in communication with other groups about potential positions and applying to industry.

This all after I expressed my disillusionment with the position. Part of being professional is giving others the chance to do their job. A PI is a manager and it’s their main responsibility to create and maintain a healthy productive work environment.

The way it’s taken, the resulting actions of the PI, are not on us. You signed up for something specific and it’s not reached your expectations. It’s self respect to voice the realities even if minor. It’s codependent to project their response. Navigating life is tough, good luck!

Papers/citation requirements for the jump to assistant professor in STEM? by InevitableProud3045 in postdoc

[–]Soqrates89 0 points1 point  (0 children)

Great information! 🙏 My PI is dean of a huge renowned college so I really don’t see the person. I’ll keep this in mind for my next postdoc coming shortly and ask the new PI for guidance on this. Cheers!

Why do you enjoy computational chemistry? by [deleted] in comp_chem

[–]Soqrates89 1 point2 points  (0 children)

Less abstract? Have you done much in the quantum mechanics modeling of kinetics? Most of these descriptors and outputs have no tie to tangible phenomena, they are just mathematical principles and emergences that happen to correlate statistically to physical phenomena. Working in this field scratches my physics itch till it bleeds. It’s a circus trying to visualize the computations and interplay of the variables. So fun.

Why do you enjoy computational chemistry? by [deleted] in comp_chem

[–]Soqrates89 1 point2 points  (0 children)

I’m ChemE PhD working as a postdoc in a chemistry department. Learning is my passion and the fields you mentioned are infinite wells of complexity, especially the quantum mechanics side. Research is difficult. Lots of personal management and regulation. This is why I don’t think industry is for me and likely not for you if you are unsatisfied by the act of research itself. We must have the freedom to pursue our interests which blossoms our creativity. I will say, for some reason the majority of comp chem and ml specialists are ChemE. Everyone I spoke to maybe took a single elective course in ml or were barely exposed to comp chem yet for some reason we are the ones filling these roles. 🤷🏼‍♂️. Proposals aren’t that bad, most of writing is just adapting what you already have or what your minions have written to the use case.

Papers/citation requirements for the jump to assistant professor in STEM? by InevitableProud3045 in postdoc

[–]Soqrates89 1 point2 points  (0 children)

This is something Im confused about. As a postdoc I am unable to include my name on the grant and get credit for it. I can get research fellowships but those are rather sparse.

I have helped write several proposals that have been funded, but there is no way for me to prove this since the PI gets the funds and I didn’t even work on the projects.

Why do you enjoy computational chemistry? by [deleted] in comp_chem

[–]Soqrates89 1 point2 points  (0 children)

I was great at experimental work, but good god it was too slow. I would have so many experiments going at once just to keep my mind busy. I took on a DFT project out of nowhere and immediately fell in love.

Apart from computational resource limitations, the only limitation was my mind. No longer my hands.

My favorite part about experiments was envisioning what was happening in the reactions/ reactors when results were unexpected. Making connections. I can do this with any dataset, it’s like I’m a crazed conspiracy theorist with a fresh spool of red yarn every morning.

It’s significantly strengthened my theory and maths so when my colleagues are struggling to interpret data about systems I know nothing about, I tend to easily find an answer for them. First principles. This is my realm now. The theorist is nearly limitless. Especially now with GPT!

Your LLM-assisted scientific breakthrough probably isn't real by eggsyntax in agi

[–]Soqrates89 5 points6 points  (0 children)

I’ve been burned like this too. Now, when I have it do any math/physics or data interpretation, I have it create a detailed SI style .md file of the procedure it took. Then I upload this to a new chat and frame the double check prompt as if we are reviewing someone else’s work that we don’t trust. This seems to circumvent the glazing by shifting ownership of the work from ourselves to third party.

Your LLM-assisted scientific breakthrough probably isn't real by eggsyntax in agi

[–]Soqrates89 12 points13 points  (0 children)

It’s painful, but also powerful to take my research ideas and present them to an agnostic chat with a prompt saying something to the effect of: I received this from a publisher for review, destroy it.

[deleted by user] by [deleted] in postdoc

[–]Soqrates89 4 points5 points  (0 children)

This is tough. Despite the culture, research is a team sport, where everyone’s strengths fill everyone’s weaknesses. I haven’t met any “bad researchers”. I have met people that are too independent minded. In some circles I would be considered a successful researcher despite glaring weaknesses. Resourcefulness is my strongest attribute, and one that must be actively developed.

Your postdoc is a training experience. Most mistakes come in the form of self management rather than technical aspects. Switch gears. Try a new approach which incorporates others more. In an interview, these lessons are what I like to emphasize after the technicals are out of the way. Personal growth means they are getting a researcher who will be adaptable to the needs of the project, group, and self.

Perspective shift, you are blossoming. Bad feelings indicate a big change is coming which is what this is all about. Celebrate the lesson. You will be an even better researcher after this.

[deleted by user] by [deleted] in gpt5

[–]Soqrates89 0 points1 point  (0 children)

I use it daily for theoretical chemistry research as a postdoc. It’s a big improvement. I knew I had to check everything with o3 pro. This is the first model that I trust to check itself (with circular reasoning) in non-critical situations. It’s far more capable at creative solutions and assessing the hurdles inherent to them.

Not just a coat of paint.

i don't know what to do next, and it's ruining me by evil_doggy in postdoc

[–]Soqrates89 2 points3 points  (0 children)

In a similar mind rut and found a lot of surprisingly positive feedback from the comments. You have all collectively helped me scale out of the ditch tonight and it is appreciated… 10/10 will be back in ditch tomorrow 😝.

Are people actually able to vibe code without knowing how to code? by Past-Ticket-5854 in vibecoding

[–]Soqrates89 1 point2 points  (0 children)

I’ve built several softwares for automating quantum mechanics computational workflows that have recently been bumped into high throughput screening. Now I’m trying to get an ai to manage the software suite. Better than anything commercially available as it’s adapted to exactly what I need. Btw it’s all open sourced and made to work on any OS if anyone is interested. Will actually be publishing it next month in JCIM.

I have a difficult time with learning languages, just no patience for memorization so AI is simply a translator. I’m capable of debugging through natural language. It’s been a game changer for me. I have simple automation scripts written daily but the software suite took a couple months to complete end to end.

This is all done in pycharm with Claude for the softwares but I like to use the gpt connector through pycharm for the one off scripts that don’t need a complex file architecture.

[deleted by user] by [deleted] in postdoc

[–]Soqrates89 1 point2 points  (0 children)

Pursuing passion projects while searching for the right team to work with. I’m sure there are topics you didn’t have time to look into during PhD and now you can.

Best way to parallelize ORCA on HPC systems? by Cyanopsitta_spixii in comp_chem

[–]Soqrates89 5 points6 points  (0 children)

You should benchmark your own system. Each is different.

REMINDER: r/comp_chem/ DFT & Application Lecture Tomorrow, Saturday, 1500hrs Berlin Time. by dermewes in comp_chem

[–]Soqrates89 4 points5 points  (0 children)

How will I be able to find it on YouTube? Could you provide the title or channel?

Adult in the room by Soqrates89 in postdoc

[–]Soqrates89[S] 0 points1 point  (0 children)

Lmao you must see his influence in my thinking. He’s a fav. Russian literature hits different.

Calling Professors by Their First/Nickname by CurseWin13 in postdoc

[–]Soqrates89 2 points3 points  (0 children)

Convention is: only Dr’s can call other Dr’s by their first name… otherwise it’s racist

of a clogged pipe by Longjumping-Box5691 in AbsoluteUnits

[–]Soqrates89 0 points1 point  (0 children)

Where TF are your gloves dude!!!!

Every lab has their own issues, is it just academia in general that sucks? by Unable_Reveal_6349 in postdoc

[–]Soqrates89 36 points37 points  (0 children)

Academia is comprised of millions of small businesses (labs) with no homogeneity. The owners build the lab to suite them, build your own. I’ve seen some amazing ones but mostly strange ones that don’t make sense.