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The two cultures of mathematics and biology
- impendia 12y ago>Mathematics full professors that are female is a number in the single digits. I'm not going to let this slide. This would be scandalous if it were true; however: http://www.mi.uni-koeln.de/Bringmann/ http://www.mi.uni-koeln.de/Bringmann/ https://www.math.psu.edu/wli/ https://www.math.psu.edu/wli/ https://web.math.princeton.edu/~smorel/ https://web.math.princeton.edu/~smorel/ http://www.math.tamu.edu/~ptretkoff/ http://www.math.tamu.edu/~ptretkoff/ http://en.wikipedia.org/wiki/Maryam_Mirzakhani http://en.wikipedia.org/wiki/Maryam_Mirzakhani http://math.uchicago.edu/~wilkinso/ http://math.uchicago.edu/~wilkinso/ http://www.math.wisc.edu/~lsmith/ http://www.math.wisc.edu/~lsmith/ http://www.maths.ox.ac.uk/people/frances.kirwan http://www.maths.ox.ac.uk/people/frances.kirwan http://math.stanford.edu/~ionel/ http://math.stanford.edu/~ionel/ http://gauss.math.yale.edu/~ho2/ http://gauss.math.yale.edu/~ho2/ I could easily keep going. Edit: As ninguem2 points out, apparently the author was referring to the percentage of female math professors. Nevertheless, if you do not count only doctoral-level departments, even that appears to not be true: http://www.ams.org/profession/data/cbms-survey/chapter4.pdf http://www.ams.org/profession/data/cbms-survey/chapter4.pdf (This study is counting all tenured professors, rather than full professors only, but the proprortion is well enough north of 10% that I feel it's safe to extrapolate.) Of course, the proportion of female math professors is terribly and inexcusably low, but the situation is at least slightly less bleak than is painted here.
- GFK_of_xmaspast 12y agoFrom the AMS study, Table 1, PhD math departments, 420 female out of 4669 total is, by most calculations, less than ten percent.
- kaitai 12y agoIt's interesting to note in particular that these departments graduate many more women by percentage than they then hire. Great article! I think a big problem in math is a certain insularity that suspiciously pushes away people who do interdisciplinary or education work unless they're also publishing "real math", narrowly defined.
- ninguem2 12y agoHe is talking about percentages, not absolute numbers, as in most math departments less than 10% of full professors are women.
- elberto34 12y agoI think they were right to reject it. I have done plenty of math but I still couldn't 'grasp' the significance of the scheme system, and while I'm sure it is very important to the few people who understand it, I doubt the readers of Nature are among them.
- j2kun 12y agoAre all readers expected to grasp the significance of every article in Nature? More pertinent to the reason the article was rejected: shouldn't every scientist have heard of complex numbers and polynomials? It is, after all, part of every secondary school curriculum.
- epistasis 12y agoLior Pachter is one of the great thinkers and communicators in computational biology. I never miss one of his talks, they're always energetic and enlightening.
- aabajian 12y agoPerhaps even more interesting is the gap between mathematicians and medical doctors. Disclaimer: I was a math major who went to medical school. There is age-old question of, "What should I major in if I want to go to medical school?" Turns out that mathematics majors have the following statistics: 1. Highest average MCAT Physical Sciences Scores 2. Highest average MCAT Biological Sciences scores (higher than biosci majors) 3. Second-highest MCAT Verbal Reasoning scores (second only to Humanities majors) 4. Highest overall average MCAT scores. 5. Second-Highest average Science GPAs (biosci majors are 0.02 higher) 6. Highest average Overall GPAs Source: https://www.aamc.org/download/321496/data/factstable18.pdf https://www.aamc.org/download/321496/data/factstable18.pdf 'Course, math majors make up < 1% of medical school applicants (0.81% to be exact), so this very well may be selection bias. Still, it seems as though what medical schools are looking for are individuals with analytical (mathematical) reasoning skills. EDIT: It's also worth noting that in many countries an undergraduate education is not a prerequisite for medical school, so there's likely to be even less math-major physicians outside of the US.
- rimantas 12y agoMy friend math teacher used to say: "only 5% are good at math, but those 5% are good at everything".
- jonathansizz 12y agoNobody is good at everything. But there is certainly a vocal contingent of maths/physics types who think they are.
- fidotron 12y agoAnyone that thinks medicine relies on strict logical reasoning isn't familiar with the reality of medical practice.
- dnautics 12y agoI was a math major and that comports with my very good MCAT score (although I took it after chemistry grad school). I wound up not going to med school; my boss https://en.wikipedia.org/wiki/Hamilton_O._Smith https://en.wikipedia.org/wiki/Hamilton_O._Smith was also a math major who was doing biology (and HAD gone to med school). His buddy Clyde Hutchison, was in his day a very good programmer, he wrote one of the first FORTRAN scripts to identify open reading frames in DNA.
- IndianAstronaut 12y ago>The result is that biology loses out due to the minimal real contact with math– the special opportunity of benefiting from the extra sense is lost, and conversely math loses the opportunity to engage biology When I was a biology grad student, I was the only person in the department that tried to do active collaboration with the math department. I took more math classes during my graduate program than biology classes. On the biology side, I got ridiculed for all the 'hand waving' that seems to happen with the math. Biologists want to see concrete experiments and results. On the math side I found people to be much more open and fascinated by the biology, but they had a tough time explaining what they were doing to a lay audience. No easy answers, but I think more programs should graduate people with dual skills in both subjects(and of course have job opportunities for those grads, instead of having them jump into industry like I did).
- Pyret 12y ago> On the biology side, I got ridiculed for all the 'hand waving' that seems to happen with the math. Biologists want to see concrete experiments and results. How interesting. Usually, it's the math folk who ridicule everyone else for being sloppy with their reasoning. For example, physics = hand-wavery :D
- wwweston 12y agoMathematicians tend to be very particular about reasoning (and by comparison even other scientists can be sloppy). However, they can also be pretty free with their assumptions (which can be wild, though if reasoned from carefully usually turn out to be useful even if nobody anticipated that they would). People working with mathematicians probably spend a lot of time wondering why they're so persnickety about some things most people would consider obvious ("but how do you really know 2+2=4?") but sometimes not so much about whether the constructions they're working with actually reflect a particular concrete reality.
- Fomite 12y agoIt's a different kind of hand waving. When presented with a system of ODEs describing a system, a mathematician may be content with some assumptions that make the analytical solution more straightforward, or not be terribly worried about particular values for parameters because they're looking at the more general behavior of the system. Biologists (or in my case epidemiologists) may, on the other hand, be very concerned about why the value you chose for a particular parameter is 6 instead of 7, and whether or not it's really exponentially distributed.
- dang 12y agoMumford's Grothendieck obituary was posted to HN a couple weeks ago but unfortunately didn't get any discussion. https://news.ycombinator.com/item?id=8755800 https://news.ycombinator.com/item?id=8755800
- mbq 12y agoI once was on a workshop organised by and for mathematicians which supposed to be about biology. There was a talk where guy was discussing PDE system describing some colony growth; at some point near the beginning he concluded that the results for real input are "boring", and one can get "intriguing chaotic behaviour" with negative cell number, and continued with that assumption (;
- Fomite 12y agoMany similar experiences, from having someone say "I was under the impression this was interesting for its own sake" at an applied math talk, or asking a group of mathematicians how to actually implement their biologically (and logistically) impossible solution to influenza containment.
- throwawayxx 12y agoI started a PhD on the boundaries between mathematics and biology. I quit soon after finding out that my (mathematics) supervisor had been actively blocking me from communicating with biologists, including blocking meetings with my (biology) co-supervisor. I gather they thought real, practical concerns would be a distraction from the purity of theoretical problems.
- danieltillett 12y agoIf it makes you feel any better these sort of games go on whenever cross discipline research occurs. It is all about controlling the research undertaken by the student.
- Balgair 12y agoBashing Nature is almost cliche at this point, anyone in the research world knows about the issues there by now. However this is comical: "...in which he describes the rejection by the journal Nature of an obituary he was asked to write" I mean, who in their right mind rejects an obit that they asked someone to write? The power that the Nature editors wield is awesome in the ivory tower, and it has gone to their heads. That said, I was a mathy undergrad and now am in a neuro PhD program. The gulf is large indeed. I think the largest difference for me is the relation to science in general. As a mathy person, we are all about the predictive powers of science. I do A, then B happens at time T. In bio, it is not that at all. Bio is an observational science. I see A, then I see B at time T. Sure, you can make predictions, but what these events all have to do with each other is almost impossible to predict in a living organism/environment. As such, when bio people hear Partial Differential Equation, they go running for the hills. Case in point, PDEs are no big deal for me, I took an entire class on them. But in one class we had to read a paper on using PDEs to model genetic interactions with a sugar input and then write up 1 single page on it (with some guidelines). Oh man, the riot! 59 of the other people in the class were up in arms about this. They tried to get the points on the paper halved, then eliminated, then the teacher to rescind the assignment, which they were all successful in doing. Then the non-stop complaining ensued for weeks in the halls. All because we had to read a paper with PDEs written out in it. My lord. On the plus side, it leaves a huge hole that none of the bio people want to crawl down. This is a positive for mathy people, as the bio is ore memorization than anything. The bio field is rocking and rolling already from the intrusion that mathy people are mediating. Now, if your lab does not have a CS major in it, you are going to fall behind. The idea that quants and big data people are necessary is just starting to grab hold of the bio world. Now is a good time to get into grad school in the bio field if you have a math background as they are just now starting to realize they need you. It's just hard to get through classes though.
- Fomite 12y ago"Bio is more memorization than anything" - no offense, but this was not so much my experience of biology and related fields. At the same time, I've noticed that many math folks make no effort to reach out to the other side - recognizing that PDEs are a big deal to some people, intimidating, and not exactly terribly approachable. Or assuming because they know the math, surely the biology will just fall into place. I have seen some very interesting math papers with appalling biology in them. I think the issue I have with this post, and the article in general, is the very one sided "You need us, take more math" tone. With funding being harder and harder to get in pure math, math also needs applications - biology among them as it potentially unlocks NIH funding. It's not a one-sided failure.
- jmount 12y agoMy attempt at motivating schemes: http://www.win-vector.com/blog/2014/12/lets-try-to-motivate-schemes/ http://www.win-vector.com/blog/2014/12/lets-try-to-motivate-...
- chubot 12y agoMeh, I think he just didn't explain what a "scheme" is very well. Compare it the NY Times piece. From that, I immediately understand that it is an elegant generalization of solutions to polynomial equations. http://www.nytimes.com/2014/11/25/science/the-lives-of-alexander-grothendieck-a-mathematical-visionary.html?_r=1 http://www.nytimes.com/2014/11/25/science/the-lives-of-alexa... Compare it to: ''The proper foundations of the enlarged view of algebraic geometry were, however, unclear and this is how Grothendieck made his first, hugely significant, innovation: he invented a class of geometric structures generalizing varieties that he called schemes. In simplest terms, he proposed attaching to any commutative ring (any set of things for which addition, subtraction and a commutative multiplication are defined, like the set of integers, or the set of polynomials in variables x,y,z with complex number coefficients) a geometric object, called the Spec of the ring (short for spectrum) or an affine scheme, and patching or gluing together these objects to form the scheme. The ring is to be thought of as the set of functions on its affine scheme.'' Sorry, this writing is just awkward. I can see why the editors of Nature rejected it. I think the audience of Hacker News is closer to mathematics than the audience of nature (programming being more closely related to math than biology). I doubt that anyone in this thread unfamiliar with schemes was able to get much useful from Mumford's obituary. I don't even see many comments on the exposition.
- snowwrestler 12y agoTo me the difference is that the rejected obit attempts to summarize how Grothendieck's innovations worked mathematically, but what most readers want to know is why they are important. This is similar to the insight in the tech world that customers don't buy technology because it is built well, they buy it because it solves a problem for them.
- flatfilefan 12y ago"most readers want to know is why they are important". This happened to me in my second year studying physics and applied math. The math teacher did not know how to explain the importance of the math around the eigenvalues etc. Only a year later when taking quantum mechanics we got to the applications of that math. However in hindsight I hope he was trolling me :-) otherwise we need a separate curriculum for math teachers to get in touch with the reality :-)
- pvaldes 12y agoIn fact is not related with mathematics or biology. Is just a literary problem. They are not paying enough attention to the inner flow of their work. An example: "This is the field where one STUDIES the locus of solutions of sets of polynomial equations by combining the algebraic properties of the rings of polynomials with the geometric properties of this locus, known as a variety. Traditionally, this HAD MEANT complex solutions of polynomials with complex coefficients but just prior to Grothendieck's work, Andre Weil and Oscar Zariski HAD REALIZED that much more scope and insight WAS GAINED by considering solutions and polynomials over arbitrary fields, e.g. finite fields or algebraic number fields." ........ This is "almost lisp code" in its structure. The inner flow here is really dislocated here with all those interruptions and changes of direction and meaning. There is also a problem with the timeline. They talk in the same paragraph about at least four, maybe five different moments in time, shown in this order: 5,1,4,3 and maybe 2 (being 1 the oldest and 5 the current time). This is driving to distraction to the reader probably (I find it pretty annoying at least)
- UhUhUhUh 12y agoThat's a good point. It seems to be very difficult for mathematicians to formulate their thoughts in a non-formal manner. When they try to, it's almost like they speak in a learned second language. That said, mathematics is not really bound by any type of "reality" either, whereas other fields, even physics, certainly are. A little more reality in math and a little more abstraction in the rest would probably help.
- kasperset 12y agoThis reminds me of how Stephen Altschul had to take help from Sam Karlin(mathematician) in order to so solve sequence similarity problem. Stephen had made his problem look like a mathematical one so Sam could take interest in it. This led him to create BLAST one of the most successful tool in Computational Biology. Link: http://www.nature.com/nbt/journal/v31/n10/full/nbt.2721.html http://www.nature.com/nbt/journal/v31/n10/full/nbt.2721.html