2022's Biggest Breakthroughs in Math

Ғылым және технология

Mathematicians made major progress in 2022, solving a centuries-old geometry question called the interpolation problem, proving the best way to minimize the surface area of clusters of three, four and five bubbles, and proving a sweeping statement about how structure emerges in random sets and graphs. Read more about these and other mathematical advances at Quanta Magazine: www.quantamagazine.org/the-ye...
You can read also about the biggest breakthroughs of 2022 in physics, biology, and computer science on our magazine website: www.quantamagazine.org/tag/20...
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Quanta Magazine is an editorially independent publication supported by the Simons Foundation www.simonsfoundation.org/
Correction: An earlier version of this video incorrectly suggested that Vogt and Larson solved the Brill-Noether theorem and has been deleted. Instead, the couple solved the interpolation problem. This video more accurately reflects what they proved. We regret the error.

Пікірлер: 487

  • @QuantaScienceChannel
    @QuantaScienceChannel Жыл бұрын

    A note to viewers: We're taking a break from producing our "Biggest Breakthroughs in Physics" and "Biggest Breakthroughs in Biology" videos this year, but you can read our curated lists for these topics, plus a summary of computer science breakthroughs, at our magazine website: www.quantamagazine.org/tag/2022-in-review/ We’ll be back with more videos in 2023, including a full set of "Biggest Breakthroughs" videos. Correction: An earlier version of this video incorrectly suggested that Vogt and Larson solved the Brill-Noether theorem and has been deleted. Instead, the couple solved the interpolation problem. This video more accurately reflects what they proved. We regret the error.

  • @primenumberbuster404

    @primenumberbuster404

    Жыл бұрын

    Now it makes sense. It's awesome that you really deleted the earlier video. Some people don't do it. Massive respect for that.

  • @aramesh428

    @aramesh428

    Жыл бұрын

    That's ok, sometimes Christmas presents get delayed until after the holidays 🙂

  • @andreray6562

    @andreray6562

    Жыл бұрын

    Ahh I see. Fantastic math video here. I applied for your Video Producer position I'd love to help bring those other videos to life!

  • @sherlockmaverick

    @sherlockmaverick

    Жыл бұрын

    Amazing! BTW, this is a reupload, right? I remember watching this more than a day ago!

  • @jameschen2308

    @jameschen2308

    Жыл бұрын

    I was about to say. I swear I saw this video uploaded yesterday

  • @accipitridae2128
    @accipitridae2128 Жыл бұрын

    I appreciate the efforts in trying to make these heavily technical subjects reachable to the general public. Kudos to y'all :⁠-⁠)

  • @simonlinser8286

    @simonlinser8286

    Жыл бұрын

    i enjoy watching these subjects but if they didn't explain it this way i wouldn't know why it was important that these strides are being made.

  • @soheil5710

    @soheil5710

    Жыл бұрын

    @@simonlinser8286 I honestly still don't know

  • @jakublizon6375
    @jakublizon6375 Жыл бұрын

    I'm happy for that math nerd couple. What a story it will be to their kids. "We met trying to solve the interpolation problem of advanced mathematics". Ahh, so sweet.

  • @stefevr

    @stefevr

    Жыл бұрын

    they actually named their kid Interpolation Problem

  • @Somebodyherefornow

    @Somebodyherefornow

    Жыл бұрын

    @@stefevr " I hate you"

  • @stefevr

    @stefevr

    Жыл бұрын

    @@Somebodyherefornow "thanks"

  • @slashtab

    @slashtab

    Жыл бұрын

    The way she said "well! we got married.."

  • @flyingspinners1

    @flyingspinners1

    Жыл бұрын

    @@stefevr atleast the child will get the big brain math genes

  • @FirstnameLastname-fn6ik
    @FirstnameLastname-fn6ik Жыл бұрын

    Thank god somebody likes math so I don't have to think about it and we can still advance as a society.

  • @vaisakhkm783

    @vaisakhkm783

    Жыл бұрын

    ikr

  • @HilbertXVI

    @HilbertXVI

    Жыл бұрын

    If you don't like it you haven't been taught math right, unfortunately

  • @ethanzheng1368

    @ethanzheng1368

    Жыл бұрын

    @@HilbertXVI 🤓

  • @hello-hb1ll

    @hello-hb1ll

    Жыл бұрын

    @@ethanzheng1368 he's right. "Nerd" is just a compliment

  • @Max-jm6md

    @Max-jm6md

    Жыл бұрын

    @@HilbertXVI what evidence suggests everyone is keen on learning math if "taught properly?" we're all unique and complicated individuals with different interests.

  • @accipitridae2128
    @accipitridae2128 Жыл бұрын

    I feel like a caveman compared to these smart guys. Keep up the good work!

  • @akshatgupta8898

    @akshatgupta8898

    Жыл бұрын

    right me tooo

  • @resiliencewithin

    @resiliencewithin

    Жыл бұрын

    Thanks for sharing your feelings on the comment section.

  • @CSTEnjoyer

    @CSTEnjoyer

    Жыл бұрын

    That is because we are. Mathematicians are a species of their own

  • @fragileomniscience7647

    @fragileomniscience7647

    Жыл бұрын

    @@CSTEnjoyer Sure about that? The significant things that truly distinguish them are their imagination and building on abstraction moreso than mere language offers, via fully blown logic.

  • @CSTEnjoyer

    @CSTEnjoyer

    Жыл бұрын

    @@fragileomniscience7647 there's a reason why almost all mathmaticians are kinda "weird" people. What they lack in social skills, they have in IQ.

  • @160p2GHz
    @160p2GHz Жыл бұрын

    Was just telling my friend I don't even pay attention to who won the Nobel anymore, I just watch the Quanta biggest breakthroughs in X each year... feels more cutting edge, inclusive, and not just a friend of a friend... genuinely the new things that should excite me. And y'all do a great job making it understandable.

  • @zitagus9207
    @zitagus9207 Жыл бұрын

    It's realy amazing seeing young mathematicians doing big discoveries 👏👏👏

  • @DrRiq

    @DrRiq

    Жыл бұрын

    as well as big mathematicians doing young discoveries! 👏👏👏

  • @Nat-oj2uc

    @Nat-oj2uc

    Жыл бұрын

    Not really would be more surprising if they were old

  • @DrRiq

    @DrRiq

    Жыл бұрын

    @@Nat-oj2uc i was being dumb for the sake of the funny

  • @randomknowledgeperson2872
    @randomknowledgeperson2872 Жыл бұрын

    are you guys gonna do a “2022 a year in physics” and “a year in biology” like you did for 2021? i really liked both videos and would love to see how we’ve improved this past year

  • @artieschmidt3039

    @artieschmidt3039

    Жыл бұрын

    They explained in the pinned comment that they will not do it

  • @greenercreations9772
    @greenercreations9772 Жыл бұрын

    Networks, bubbles, and curves.. never realized how technical and deep these can be.. kind of like chess, simple to grasp the basics but takes a lifetime to master

  • @perseusgeorgiadis7821

    @perseusgeorgiadis7821

    Жыл бұрын

    The most complex problems, often have very simple rules. Try proving that each even number bigger than 2 can be written as the sum of two primes…

  • @neville132bbk

    @neville132bbk

    10 ай бұрын

    I'm sure there are 13 *n possible opening plays in Bridge..... whenever I am on lead... the possibilities seem limitless :-) where n must be > 13.......

  • @MAFiA303
    @MAFiA303 Жыл бұрын

    wheh the guy spoke, i didnt expect this to be his voice. amazing accomplishment regardless

  • @LolIGuess123
    @LolIGuess123 Жыл бұрын

    The best part of these videos is hearing the struggles and challenges and how they were overcome. Please continue these types of inquiry!

  • @Bhargav_Sarma
    @Bhargav_Sarma Жыл бұрын

    Quanta Magazine should start a special category for Chemistry too!!!

  • @EMC273

    @EMC273

    Жыл бұрын

    I agree

  • @zinzhao8231

    @zinzhao8231

    Жыл бұрын

    Hell no

  • @DariusTheClairvoyant

    @DariusTheClairvoyant

    Жыл бұрын

    Fuck chemistry

  • @astroid-ws4py

    @astroid-ws4py

    Жыл бұрын

    Only if it is Computational Chemistry !

  • @Fonsecaj89

    @Fonsecaj89

    Жыл бұрын

    I’m ok thinking that chemistry is plain magic

  • @freydawg56
    @freydawg56 Жыл бұрын

    I love these videos at the end of the year. I always look forward to all the different topics of science.

  • @hitarthk
    @hitarthk Жыл бұрын

    Thanks to the Simon Foundation for highlighting and maybe even fueling such fundamental discoveries!

  • @kebman
    @kebman Жыл бұрын

    I probably got this video because I was interested in another video on splines by Freya Holmér. She has the most in-depth videos on the topic, and they are beautifully animated too!

  • @vascomarques637

    @vascomarques637

    Жыл бұрын

    we stan freya holmér

  • @xylh5085

    @xylh5085

    Жыл бұрын

    Thanks for the recommendation. I've played with splines before and they are very strange and interesting at first blush

  • @jayd2279

    @jayd2279

    Жыл бұрын

    @@vascomarques637 All the way!

  • @themannyzaur

    @themannyzaur

    Жыл бұрын

    Ayyyyy Freya appreciator in the wild! Les goooooooooooooooo My foundation in math is very weak but I managed to catch a few things in her video

  • @chotai

    @chotai

    Жыл бұрын

    I just jumped here from that video

  • @Patashu
    @Patashu Жыл бұрын

    I love hearing about the progress being made in math!

  • @MatBat__
    @MatBat__ Жыл бұрын

    Incredible! Thank you for this great video and thanks to the researchers for pushing humanity foward. Cheers

  • @likhithjsw
    @likhithjsw Жыл бұрын

    This is such detailed video making such complex topics understandable to the public! You guys are doing fantastic job! Thank you and kudos to all of you guys!

  • @addisk22
    @addisk22 Жыл бұрын

    I love that these people have a chance to pursue their passions and solve these difficult problems.

  • @Zeggskoll
    @Zeggskoll Жыл бұрын

    I loved this video so much! Also, thank you Mr. And Mrs. Vogt! I absolutely want to learn more about their breakthrough! Heckin brilliant!

  • @AlignedIT
    @AlignedIT Жыл бұрын

    Beautifully presented and made these complex topics interesting and accessible.

  • @IanGrams
    @IanGrams Жыл бұрын

    Dang, talk about relationship goals. It would be pretty cool to publish a paper with your partner, let alone one so substantial. Also cheers Quanta for reuploading to correct the error in the original. It was a small one but the commitment to accuracy is much appreciated.

  • @Jenny-tu9fc
    @Jenny-tu9fc Жыл бұрын

    Fascinating stuff!!!! I admire and respect the individuals who tackle such beautiful problems. I wish I could be on that level.

  • @sinesierra
    @sinesierra Жыл бұрын

    Amazed by the enthusiasm and determination of researchers. Great video, well presented

  • @Ubsje
    @Ubsje Жыл бұрын

    3:21 at first it's just sus, but then it turns into something even more SUS

  • @yotams6168

    @yotams6168

    Жыл бұрын

    LOL STOOOOOOOOOOP

  • @swaree

    @swaree

    Жыл бұрын

    came to the comments to say just that

  • @clawed_xo

    @clawed_xo

    Жыл бұрын

    "They were able to get something simple enough that they can attack with their bare hands." Surely🗿

  • @berliansuryani1401

    @berliansuryani1401

    Жыл бұрын

    Certified sussy^2 baka moment

  • @bijanajamlou5152
    @bijanajamlou5152 Жыл бұрын

    Amazing video! Please do more of these.

  • @yolanankaine6063
    @yolanankaine6063 Жыл бұрын

    Truly mind blown by the brilliance and determination of these people.

  • @Nat-oj2uc
    @Nat-oj2uc Жыл бұрын

    Math is the most fundamental and important science. The advancements in other fields often depend on how advanced we are in math. Respect to those people. Hypothesis is easy. Actually shutting up and proving it that's what is hard

  • @thelocalsage
    @thelocalsage Жыл бұрын

    i am nowhere near proficient enough in mathematics to understand these problems in depth, but i remember watching a couple lectures by jinyoung park earlier this year and being mystified by the subject matter and enjoying her lecture style! would love to understand all these questions more intimately

  • @elijahpharoah9807
    @elijahpharoah9807 Жыл бұрын

    You have no idea how long I look forward to these videos

  • @joshua1188
    @joshua1188 Жыл бұрын

    Thank you for bringing attention to the people who are the least appreciated but most impactful.

  • @TymexComputing
    @TymexComputing Жыл бұрын

    Really, naturally interesting - thank you!

  • @RaffyEdris
    @RaffyEdris Жыл бұрын

    I have no idea on what I just watched, but it sounds like a really hard topic and to grasp. Kudos to all of the mathematician out there doing their best to solve a problem that could in turn help humanity. Your sacrifice will not be forgotten.

  • @ChrishBlake
    @ChrishBlake Жыл бұрын

    Please keep this series, and the series on breakthroughs in physics and biology, going forever.

  • @jaymayhoi
    @jaymayhoi Жыл бұрын

    love these videos every year - people are so damn smart!

  • @MrNihalusa
    @MrNihalusa Жыл бұрын

    thank for providing amazing knowledge and introducing the real heroes of human progress

  • @ydcjydcj1724
    @ydcjydcj1724 Жыл бұрын

    I was waiting for this!!

  • @JudeGussman
    @JudeGussman Жыл бұрын

    Thank you for making this!

  • @studypurposeonly69
    @studypurposeonly69 Жыл бұрын

    This video has way less views for its quality of content even though it's just a day old. Keep up your amazing work!

  • @ConnoisseurOfExistence
    @ConnoisseurOfExistence Жыл бұрын

    Nice! The graph solution of the last guys might combine nicely with the Wolfram physics model...

  • @VHenrik007
    @VHenrik007 Жыл бұрын

    Great video, and congratulations to these researchers!

  • @hypatia6269
    @hypatia6269 Жыл бұрын

    These 2 young ppl are realy inspiring Love them

  • @behrad9712
    @behrad9712 Жыл бұрын

    Exceptional chanel, great insights with wonderful animation and music... Happy Christmas! 🙏👌❤️

  • @firdavszamirov
    @firdavszamirov Жыл бұрын

    It was very interesting. Thank you!

  • @mygirl737g2
    @mygirl737g2 Жыл бұрын

    this is so neat! Love Math!

  • @drewweber7874
    @drewweber7874 Жыл бұрын

    3:22 had me nervous for a second…

  • @veks374
    @veks374 Жыл бұрын

    I love the video but Eric's voice caught me fully off-guard lmao

  • @rikardhaugstad8575
    @rikardhaugstad8575 Жыл бұрын

    amazing work !!

  • @weakw1ll
    @weakw1ll Жыл бұрын

    These are the videos i really i appreciate come up in my algorithm

  • @kaibuchan
    @kaibuchan Жыл бұрын

    YES. SO AWESOME. Thank you mathematicians for everything. Humanity owes you everything.

  • @hrperformance
    @hrperformance Жыл бұрын

    It was really hard to get through the bubble bit because the images were just so gorgeous!!

  • @abhinavchauhan4621
    @abhinavchauhan4621 Жыл бұрын

    In the morning I love to watch these kind of videos to boost my sleepy head, though I am only able to comprehend half of the content

  • @williamchamberlain2263
    @williamchamberlain226311 ай бұрын

    This is amazing, in the best ways possible

  • @jinpingxi6813
    @jinpingxi6813 Жыл бұрын

    The young couple Vogt and Larson : two nerds likely otakus who spent their leisure time studying together topology. Then they found more interesting curves and performed applied topology...

  • @maxwellsequation4887
    @maxwellsequation4887 Жыл бұрын

    These are some epic ones!

  • @siulapwa
    @siulapwa11 ай бұрын

    Fantastic work

  • @hello-lb3vf
    @hello-lb3vf Жыл бұрын

    this channel is so good

  • @martinauld670
    @martinauld670 Жыл бұрын

    I’m jealous of these people’s minds. So innovative

  • @gauravbharwan6377
    @gauravbharwan6377 Жыл бұрын

    Big thanks for a math video

  • @johnvonachen1672
    @johnvonachen1672 Жыл бұрын

    I’m interested in how much these people depend on smaller simpler pieces of math/algorithms applied iteratively using computers. This is something hinted at in wolfram’s famous/infamous book.

  • @pressfinchat
    @pressfinchat10 ай бұрын

    3:22 Woah Woah… WHAT exactly are you drawing?? 🤨

  • @benjiasner3919
    @benjiasner39198 ай бұрын

    wait this is awesome. so at first i thought their theory was the same as knot theory but its actually got rules of knot theory but is more complex. so fascinating how structures build off of one another.

  • @jedn1660
    @jedn1660 Жыл бұрын

    This is the sort of maths stuff that had we known it back then would have made it more appealing to learn about and get good at in school

  • @angel-ig
    @angel-ig Жыл бұрын

    Guys, read the description please lol. Edit: nevermind, now it's pinned also

  • @the_eternal_student
    @the_eternal_student7 ай бұрын

    Sullivan's bubble conjecture reminds me of Ptolemy's theorem.

  • @sle6423
    @sle6423 Жыл бұрын

    Wow so the 2nd and 3rd both have some connection to Talagrand's work, concentration of measure, and isoperimetic inequalities if I'm following correctly? (not sure I am) That's absolutely wild. Probability is some cool stuff

  • @michaelnajera7958
    @michaelnajera7958 Жыл бұрын

    Thank you

  • @ZedaZ80
    @ZedaZ80 Жыл бұрын

    Woah, that last one is wild,

  • @matthewp4046
    @matthewp4046 Жыл бұрын

    Cool stuff! Can we get youtube chapters on these videos?

  • @badouceesay4468
    @badouceesay4468 Жыл бұрын

    That first guy's voice caught me off guard 😭😭😭😭

  • @GCKteamKrispy
    @GCKteamKrispy Жыл бұрын

    1:34 - They are real-life Sheldon and Amy "The big bang theory" 😂

  • @scozember
    @scozember Жыл бұрын

    I have no clue what they' re talking about but I still watch to the end.

  • @krongmath
    @krongmath Жыл бұрын

    I always wonder how to figure out the complex pattern of real-world network. I hope mathematicians arrange "very practical" properties of the random graph to model efficient network.

  • @One007
    @One007 Жыл бұрын

    First is interesting How do find shortest route in more 2 dimensions with each point contenting each other. 👏👏👏

  • @takyc7883
    @takyc7883 Жыл бұрын

    People don’t understand how huge a discovery this is

  • @kamimcv5686
    @kamimcv5686 Жыл бұрын

    Is there also gonna be a physics and computer science video? :)

  • @glitch-pr3nr
    @glitch-pr3nr Жыл бұрын

    Being able to explain complex ideas in laymans terms is outstanding. Education is so important. Thank you🎉 to comprehend something, is advancing and evolving. I think of the universe as a watermelon. They say that the new telescopes, can see beyond the edge of the beginning of time. So your new theories are right on time.

  • @glitch-pr3nr

    @glitch-pr3nr

    Жыл бұрын

    Eve wanted knowledge, and she was criticized for it. Maybe she won't mind being criticized anymore?😅🎉

  • @mikenator6682
    @mikenator6682 Жыл бұрын

    3:22 GET OUT OF MY HEAD GET OUT OF MY HEAD GET OUT OF MY HEAD GET OUT OF MY HEAD GET OUT OF MY HEAD GET OUT OF MY HEAD

  • @phenomenalone6904
    @phenomenalone6904 Жыл бұрын

    Even though I hate math but i love to see this video

  • @durcarneiro
    @durcarneiro Жыл бұрын

    Inspiring views of our world

  • @rujotheone
    @rujotheone Жыл бұрын

    Me: "They look like a couple, are we sure they are not dating? " 1:35 : "We got married" Me: "Oh😅"

  • @MrBINGEBOY
    @MrBINGEBOY Жыл бұрын

    these people are so freaking cool, i wish i was in that loop

  • @Sandeepbhanja
    @Sandeepbhanja Жыл бұрын

    Oh! I didn't expect that voice. Btw great people 🙇🏻‍♂️

  • @MShaurya17
    @MShaurya17 Жыл бұрын

    Brilliant ❤❤❤🎉

  • @surprisedpikachu3782
    @surprisedpikachu3782 Жыл бұрын

    I dont understand a word they said but i am greatfull for it, wish i could also understand

  • @viewer9999
    @viewer9999 Жыл бұрын

    can you do 2022's Biggest Breakthroughs neurology/ medicine. please and thank you

  • @kangaroo1q

    @kangaroo1q

    Жыл бұрын

    Wow you read about neurology interesting

  • @viewer9999

    @viewer9999

    Жыл бұрын

    it's not what you think .

  • @glitch-pr3nr
    @glitch-pr3nr Жыл бұрын

    It seems like a mathmetician, would also be a good artist, with such a mind for solving perspective.

  • @johnleecooper8520
    @johnleecooper8520 Жыл бұрын

    clusters of Sullivan's shadow bubbles is definitely a dnd spell

  • @adhamcomstock4409
    @adhamcomstock4409 Жыл бұрын

    Woah went that dude with the headphones smiles I had to stop the video and make sure they wasn't fake prank teeth. Ahhh dude got me 🤣

  • @kangaroo1q
    @kangaroo1q Жыл бұрын

    Thankyou for putting energy in maths♾️☯️🌈

  • @sulltancena7613

    @sulltancena7613

    Жыл бұрын

    Nah I don't like gay

  • @marcelcoetzee48
    @marcelcoetzee48 Жыл бұрын

    Can anyone explain why solving the interpolation problem can improve data storage? Where can I read more on this?

  • @hedgechasing

    @hedgechasing

    Жыл бұрын

    I think the rough idea is that if you can capture all the points on a single curve, storing just the data you need to create the curve could allow you to recreate all the points. Like if I want to remember the numbers 5 6 7 8 9 I can just remember that there are 5 of them and they increase stepwise from 5 which is simpler than storing all five of them (especially as the number of points increases). I am not sure this is correct and I am not sure where you can find out more, but this seems like the intuitive reason it might be useful for that process.

  • @marcelcoetzee48

    @marcelcoetzee48

    Жыл бұрын

    @@hedgechasing incredible. Thank you

  • @leonmozambique533

    @leonmozambique533

    Жыл бұрын

    they can also be used for error correction. Look up “Reed Solomon codes”

  • @maxmuller445

    @maxmuller445

    Жыл бұрын

    @@leonmozambique533 Yes, compression and correction always walk hand in hand.

  • @kindlin

    @kindlin

    Жыл бұрын

    @Black Screen That's an approximation tho, this is dealing with exacts. I think hedge has a good handle on what's happening here.

  • @ThumbsTup
    @ThumbsTup Жыл бұрын

    I hate myself for never being able to advance the world of maths

  • @potaetoupotautoe7939
    @potaetoupotautoe7939 Жыл бұрын

    Watching this I understood that I understood nothing at all except for the part that the couple married and the part where the optimal surface of spheres{?, don't know what to refer by} are just one so thus can be calculated by adding a dimension(?) symmetry(?) and just my imagining the spheres in a bubbles as a point where circles can emerge from to then collide and the circles can be imagined as spheres as well giving you the best optimal surface for multiple number of spheres trying to stick and find the optimal surface area. That's some crazy shiit. I wish I had the opportunity of free schools and universities allowing you to study as much as you want. That would be nice.

  • @lycantropos
    @lycantropos Жыл бұрын

    I see what you've done here at 3:23 😉

  • @yosdef
    @yosdef Жыл бұрын

    What is the functional purpose of the 2nd and 3rd breakthrough?

  • @ABHAY-hu9kw
    @ABHAY-hu9kw Жыл бұрын

    All of the mathematicians may not know other ones in this video but, There is a person in this video who now knows solutions of all three problems , The narrator: Thomas Hagena

  • @10-AMPM-01
    @10-AMPM-01 Жыл бұрын

    3:20 - That's really cool. I was working on something similar as an analogue for chemical potential or quantum effects in a crystal (interior conditions vs boundary with electron, uv, x-ray, infra red subsurface scattering...) I was using groups of curves within a grid of connecting nodes/points. I assumed spline rules and tangency to fill each cell. I started coming across repeating patters that might equate to electron valences or the formation of atoms. Your friend looks like he can understand something valuable. I hope it was worth it. You got your 'break" around the time I posted. I recognize my own work... Free will isn't free if you control their perception. A blinded horse, for example...

  • @kangaroo1q

    @kangaroo1q

    Жыл бұрын

    Which job you do?

  • @matttzzz2

    @matttzzz2

    Жыл бұрын

    @@kangaroo1q hand

  • @calebheet3758
    @calebheet3758 Жыл бұрын

    1. Ability to predict holes, degrees, and dimensions. 2. Ability to get largest volume in bubbles with least surface area 3. Ability to find thresholds in networks. khan-kalai conjectures

  • @und3rcut535
    @und3rcut535 Жыл бұрын

    Wow the buble problem can lead to major improvments in Pharmacy and drug design

  • @Neva44433
    @Neva44433 Жыл бұрын

    Amazing

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