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Ask HN: PhDs/students, how do you come up with viable problems/solutions?

28 点作者 wayoverthecloud3 个月前
While I do have the support of advisor, and in general know the bigger research direction, coming up with a relevant doable+innovative research problem is still somewhat upon me and hard. I wanted to read on other researchers' perspective on how they do it, what works and what doesn't. Thanks!

12 条评论

whatever13 个月前
For most PhD students their first project will most likely be something that the advisor has scoped. As you stand on your feet and learn your field (aka around your 2nd-3rd year) you will start noticing some legitimate literature gaps. One of them will also be viable & interesting to look at.
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rus203763 个月前
Personally, I started with a few subjects that I knew would sustain my interest, that I would not get bored with, and that I felt I could honestly make a real contribution to. I then tried to connect them all together!<p>At first the connections looked very forced and unlikely to yield anything more than a handful of curiosities. I gave myself a time limit to try out explorations to test some ideas, full aware that I may need to backtrack and start again in a new direction.<p>After some searching around indeed the connections were there in a way that was unexpected and gave way to research that led to my dissertation, another students dissertation which continued work in that area, and a good number of papers.<p>Maybe the short summary is: give yourself a “writing prompt” of given these things I like and want to research how might they be connected and what do those connections mean?
verdverm3 个月前
Is there a paper &#x2F; technique that interests you from the background research &#x2F; reading?<p>Try reproducing it and then working on their future work paragraph<p>For me, I was at the same guest lecture as my future advisor was at. When I took a class with him, I asked him what research he did. After rattling a bunch of things off and seeing my lack of interest, he asked me &quot;did you see the talk about evolving equations, want to work on that?&quot; I replied &quot;yes&quot; and &quot;yes!&quot;<p>After spending a couple of years trying to reproduce and scale these systems (my advisor worked in related things), I grew frustrated with the prevailing techniques. So we set about trying to solve the same problem with the restriction that it should be a deterministic algorithm. This set me on my path to novel research and results
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jballanc3 个月前
I can tell you the same thing I was told when I started my program: no thesis represents more than 1 year&#x27;s worth of work. The reason it takes most Ph.D.s 5-10 years (8 in my case) to graduate is that you have to fail, and fail, and fail again for 4-9 years before you find your thesis project.<p>In my case, I started on two exploratory gene knockout &quot;fishing expeditions&quot;, both of which didn&#x27;t turn up anything interesting after a year. Then I crystalized a protein and submitted it to X-ray diffraction, but the results were not good enough for a &quot;high quality&quot; structure, and besides the structure we did find was not particularly interesting. Then I switched to working on NMR structures, but ended up switching universities (politics...there&#x27;s going to be <i>lots</i> of politics) before that went anywhere.<p>At my new university I switched to structure modeling and worked on a project my advisor suggested for about a year to optimize a modeling routine, but even the optimized version didn&#x27;t turn up anything interesting. Finally, I landed on a very intriguing problem that could have had far reaching implications. I worked hard at it for almost a year, only to realize that even state-of-the-art modeling was at least a decade away from being able to begin to address the problem I needed to solve. Finally, I returned to a question that a professor had asked me in my first year of graduate school, half jokingly, assuming there was no way to answer the question. For about a year I worked hard at it, finally arrived at a very interesting answer, and graduated.
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atrettel3 个月前
If you read enough literature and try to implement enough stuff yourself, you will eventually run into a question that you cannot immediately answer.<p>Often when I read a paper in a subject new to me, I realize that I do not understand something and make a note to study that question further. A lot of times, that question is already answered somewhere. I find an answer to it --- either by asking a colleague, searching for papers or books on the subject, searching the internet, or even just by trying to solve it myself --- and I then just move on once I get an adequate answer. But sometimes, even in subjects that I am an expert in, I write down a question that I cannot find a good answer to at all. Then I know that I have something that is worth researching further.
firefax3 个月前
Is it normal to go into a PhD not having at least a vague thesis topic?<p>I had the opposite issue -- I had an idea that had support in my research area, but my advisor did not have funding to pursue.<p>(I wanted to expand the end of term project I did in a class whose professor hired me on as an RA and wrote one of my rec letters)<p>I eventually left, because if I am going to be told what to do, I can do that for more money and less stress outside academia.<p>(Forgive the vagueness, but my former area is a small world and I don&#x27;t want to dox myself)
ipunchghosts3 个月前
Read a bunch of papers on a topic you find interesting. What do all the papers do wrong or ignore. Start there.
gsch13 个月前
Normally my workflow is: My advisor provided me with general research direction, and from there, I conduct a SLR to identify gaps in the literature. This helps to find areas where research is lacking or where new approaches could be explored. Once I identify a gap, I refine it into a specific, viable research problem that aligns with both feasibility and innovation. The SLR also helps me see what methodologies have been used and what potential solutions might work.
forgotpwagain3 个月前
1) Creative projects beget creative projects. When you start working on one project, you&#x27;ll have ideas for a dozen more, and probably one of those might actually be a good project idea to continue exploring and refining and shaping into a reasonable problem. It&#x27;s really hard to come up with things if you&#x27;re just staring at a blank sheet of paper, but working on anything at all gets this virtuous cycle started.<p>2) Talk to people! Bounce your ideas&#x2F;areas of excitement off of other people, and see what gets reflected back at you. That signal can be very helpful to see when you&#x27;ve stumbled across an idea or problem that might be useful to more people than just yourself, i.e. a more important area of investigation.<p>3) Read, read, read. And take notes on random ideas you have while reading, and things that papers missed or didn&#x27;t look into. If you do this enough and take some time to reflect on it, you can start to find gaps in knowledge that could be addressed.
74023 个月前
I believe it depends on your field. In my branch of experimental physics (a long time ago), coming up with a viable problem was your advisor&#x27;s job! To do a good experiment required collaboration, substantial grant funding, and (hotly competed for) accelerator time. Not a good idea to let a student sink or swim in that environment; the most likely result would have been to sink, which does no one any good.<p>But more generally, coming up with a good research problem in the sciences can be a sophisticated skill that develops over years of experience. I imagine some grad students might have a precocious talent for this, or they might just get lucky, but it&#x27;s definitely not something that every beginning grad student has. (Again, at least in some fields.)
ipcress_file3 个月前
I&#x27;m a historian, so the work is different, but the overall theme of the responses here resonates with me: read. That&#x27;s how you find the issues and pieces of evidence that have been neglected, the controversies in your field, and learn the different approaches that previous scholars have taken to problems. The more you read, the more you&#x27;ll see.<p>I&#x27;d also echo other responses here in saying that I rarely find a new issue reading meta-analyses. Going to the source (whatever that is in your field) is key.<p>Again, my work is different, so the utility of my response may be limited. I hope you find a problem that intrigues you and makes your work fun!
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curt153 个月前
In maths, start by reading recent papers and see if you can extend their results.