The Bizarre Way We Track Fake Virus Particles That Shouldn't Work

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  • čas přidán 10. 02. 2021
  • The Lattice Boltzmann Method of modelling fluid flow (computational fluid dynamics) sounds like it couldn't possibly work but it has amazing predictive power. Coupled with Lagrangian Particle Tracking, it's a clever way to figure out how virus particles move around a building.
    This video is paid for by Dassault Systèmes who are experts in computer modelling and have helped hospitals to reduce the spread of coronavirus using these methods. Find out more here:
    go.3ds.com/DassaultSystemesCOV...
    You can buy my books here:
    stevemould.com/books
    You can support me on Patreon here:
    / stevemould
    just like these amazing people:
    Matthew Cocke
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    Twitter: / moulds
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    Buy nerdy maths things: mathsgear.co.uk
  • Věda a technologie

Komentáře • 1,4K

  • @SteveMould
    @SteveMould  Před 3 lety +1699

    I don't know who you are. I don't know what you want...

    • @AG-tv6sh
      @AG-tv6sh Před 3 lety +29

      Chills mate.. chills

    • @dylangergutierrez
      @dylangergutierrez Před 3 lety +15

      You've Taken my breath away

    • @aleks456
      @aleks456 Před 3 lety +12

      I just want to watch this video...

    • @mirage4014
      @mirage4014 Před 3 lety +2

      ... so bugger off,,, whoops sorry!

    • @LG-rq5by
      @LG-rq5by Před 3 lety +22

      I first understood Emmanuel Bernoulli and just thoght .. ofcourse he knows with fluid dynamics

  • @sanferrera
    @sanferrera Před 3 lety +2991

    Before I saw his name printed on screen, I heard "Emmanuel Bernoulli", and I thought, "well, no wonder he's good at this stuff!!" :))

  • @Rubrickety
    @Rubrickety Před 3 lety +1463

    "Imagine it's a spreadsheet. It probably isn't..." Um, you've known Matt Parker for _how_ long?

    • @lewiscarroll4290
      @lewiscarroll4290 Před 3 lety +101

      Matt appears in the example spreadsheet from the video 5:43

    • @tarkanal-kazily4950
      @tarkanal-kazily4950 Před 3 lety +63

      "Matt Parker Loves Tau" XD

    • @Rubrickety
      @Rubrickety Před 3 lety +20

      @@tarkanal-kazily4950 So it seems. And spreadsheets don’t lie...

    • @Thermalions
      @Thermalions Před 3 lety +4

      @@tarkanal-kazily4950 The Letter of the Greek alphabet or the Movie though?

    • @neelotpaldutta2347
      @neelotpaldutta2347 Před 3 lety +11

      @@Thermalions The measure of 2π(the mathematical constant) is specifically being referred to here.

  • @MisterNohbdy
    @MisterNohbdy Před 3 lety +725

    I first heard you say "Vanoli" as "Bernoulli" and thought that was a suspiciously serendipitious name for an expert in fluid dynamics.

    • @operator8014
      @operator8014 Před 3 lety +12

      Same.

    • @iangabriel5536
      @iangabriel5536 Před 3 lety

      Same!

    • @heinousdickanus6040
      @heinousdickanus6040 Před 3 lety +29

      @@partypoet2012 bro fucking lmao. There is entirely too much wrong with your run on sentence for me to even attempt to break it all down for you. All i can say is stop getting your news from your crazy aunt rita on facebook, and start getting your news from legit news sources, including international news sources if you can even receive the signals for them with that tin foil hat on ;p

    • @martiddy
      @martiddy Před 3 lety +5

      @@partypoet2012 bro, no one cares!

    • @BrendonGreenNZL
      @BrendonGreenNZL Před 3 lety +2

      @@partypoet2012 wow, that's a lot of words.

  • @kindoflame
    @kindoflame Před 3 lety +1635

    "All models are wrong. Some models are useful."
    -My professor on biological modeling

    • @WukongTheMonkeyKing
      @WukongTheMonkeyKing Před 3 lety +198

      "Assume the cow is a sphere."

    • @qwerty_and_azerty
      @qwerty_and_azerty Před 3 lety +43

      Not your biological modeling professor: en.wikipedia.org/wiki/All_models_are_wrong

    • @WukongTheMonkeyKing
      @WukongTheMonkeyKing Před 3 lety +81

      @@partypoet2012 Are you trying to go for a lie/bullshit/misinformation speed run or something?
      There is so many factually incorrect things in there that I can only sum up the response as "lol no".

    • @OffbrandDrPhil
      @OffbrandDrPhil Před 3 lety +58

      @@partypoet2012 Whoa buddy, I think you need to take a break from the internet. From the sketchy corners at the very least!

    • @JamEngulfer
      @JamEngulfer Před 3 lety +25

      @@partypoet2012 I genuinely feel sorry for you. You're either completely gullible or you've been hurt so severely by something that you cling to anything that seems to give you a definite answer in an inherently scary and imprecise world.

  • @thenerdyouknowabout
    @thenerdyouknowabout Před 3 lety +905

    That is a worryingly good Liam Neeson impression.

    • @ToninFightsEntropy
      @ToninFightsEntropy Před 3 lety +18

      That's just because he's really just Liam Neeson wearing a mask. Steve Mould doesn't exist.

    • @420Tombstone
      @420Tombstone Před 3 lety

      Actually, it is terrible, really terrible. Really don't do it again, smh. You're friends obviously like you too much to tell you it sucks.

    • @yura2424
      @yura2424 Před 3 lety

      czcams.com/video/jZOywn1qArI/video.html

    • @adjoint_functor
      @adjoint_functor Před 3 lety +6

      @@partypoet2012 [CITATION NEEDED]

    • @MedEighty
      @MedEighty Před 3 lety +2

      If this CZcams thing doesn't work out for him, he could fall back on acting in action movies.

  • @evannibbe9375
    @evannibbe9375 Před 3 lety +1993

    I think the lattice model needs to use hexagons, because they are the bestagons.

  • @aurthorthing7403
    @aurthorthing7403 Před 3 lety +347

    Air curtains are underutilized.
    One of the easiest ways to isolate an area with very little construction.

    • @x--.
      @x--. Před 3 lety +19

      Starbucks loves them.

    • @Alpha13Wolf
      @Alpha13Wolf Před 3 lety +26

      @@x--. glad they do it helps prevent insects from entering the store.

    • @better.better
      @better.better Před 3 lety +47

      most retailers use them, besides countering insects, using positive air pressure in a vestibule also helps lessen heat loss from doors that open automatically, because the pressure of the air in the vestibule is higher than both the warm air in the store itself and the colder air outside (or vice versa during the hot months)

    • @fionafiona1146
      @fionafiona1146 Před 3 lety +7

      Very useful, including in saving energy in commercial temperature regulations

    • @thewhitefalcon8539
      @thewhitefalcon8539 Před 3 lety +11

      I suspect for hospitals they want better isolation than that. Like, they go for full-on negative pressure, or nothing at all. But anything is better than nothing!

  • @doggfite
    @doggfite Před 3 lety +532

    Like comedian Pete Holmes says, the best way to do a good impression is to insist that it was good

    • @tedarcher9120
      @tedarcher9120 Před 3 lety +20

      Or a gun

    • @kkuhn
      @kkuhn Před 3 lety +2

      @@tedarcher9120 Or a dumb haha lol

    • @Flabulo
      @Flabulo Před 3 lety +12

      Now if only Pete Holmes could do an impression of a good comedian.

    • @doggfite
      @doggfite Před 3 lety +1

      @@Flabulo that's like asking Seinfeld to do an impression of himself

    • @nothingnoone8752
      @nothingnoone8752 Před 3 lety +1

      @@doggfite wHaTs ThE dEaL

  • @1stGruhn
    @1stGruhn Před 3 lety +132

    In college I did some work with modeling wildlife populations. The rule that all models follow: you don't need to be accurate, just accurate enough to be useful. The useful metric is determined by running the model and comparing the result to historic/real world data. The more dynamic the system, the worse all models are at peering into the future.

    • @leocurious9919
      @leocurious9919 Před 3 lety +5

      In this case, just seeing what its like in real world would have been a lot quicker and correct(er). I dont even see what the model is supposed to be for in this case. It might not even be correct, no word about validation was lost and thus I doubt they validated it. People move around, structures are not perfect as in the very simple model (all sorts of things are in the rooms, not just walls).
      All in all, this seems like "ah this looks good" but it has either no real value or only by chance happens to work out in the real world.
      Im saying this as someone modelling system like complex heat exchangers, chemical reactions or whatnot. I have seen models that were not validated (correctly) - and they are just trash.

    • @SimonBuchanNz
      @SimonBuchanNz Před 3 lety +1

      @@leocurious9919 hardest thing to model is the validity of your model 🤔

    • @marshad82
      @marshad82 Před 3 lety

      @@leocurious9919 So, you're saying opening these two windows, which our best effort at the moment say would be helpful in limiting spread, is too much hassle in the end? [Yes, it is a rhetorical question]

    • @shanleyshoupe7873
      @shanleyshoupe7873 Před 3 lety +2

      @@partypoet2012 wow thered be a lot to unpack here if any of it actually made a lick of sense lmao

    • @shanleyshoupe7873
      @shanleyshoupe7873 Před 3 lety +3

      @@partypoet2012 dont bring poor mr freeman into this. Just cause hes famous and beloved doesnt mean hes right or that intelligence/education has anything to do with delusion.

  • @tim40gabby25
    @tim40gabby25 Před 3 lety +82

    We used a teen's vape to visualise airflows around an external supermarket queue with a 90 degree bend in it - proving 50% of all possible wind directions can cause particulate transfer, and you're never too old to be barred from Waitrose. Old uk duffer here :)

    • @reaganharder1480
      @reaganharder1480 Před 3 lety +23

      Yes I could see vape being excellent for visualizing airflow.

    • @shanleyshoupe7873
      @shanleyshoupe7873 Před 3 lety +11

      @Heather Petersen I love how 9/11 is completely off topic, its an art to be so... disconnected

  • @DavidGuild
    @DavidGuild Před 3 lety +449

    So did anyone measure the actual airflow at sample points in the hospital to check the accuracy of the model?

    • @MaxMckayful
      @MaxMckayful Před 3 lety +110

      You said that way more succinctly than me. Had the same question! And, to be clear, I'm rooting for the model to be useful. Is important to check though.

    • @peepiepo
      @peepiepo Před 3 lety +32

      It's amazing how often the experts forget this simple point

    • @graendread1704
      @graendread1704 Před 3 lety +50

      At least in science, yes, you would test your model and calibrate the model with the results. Not a fluid modeler myself, but worked with them on several occasions.

    • @otterylexa4499
      @otterylexa4499 Před 3 lety +41

      They don't mention it, but they probably validated the model with smoke or something.

    • @shoopinc
      @shoopinc Před 3 lety +15

      They may have but the results were so abysmal that they cut it out. Unsteady aero is practically uncharted territory in CFD if strouhal number isn't high enough to cancel the convective term your model will probably suck.

  • @volkerracho9442
    @volkerracho9442 Před 3 lety +276

    Hey I've seen a lot of interesting videos from you.
    As a German with only basic English knowledge i can say:
    You are one of the best international artists on CZcams. I love scientific content from a lot of CZcams producers, but you manage to explain that I understand every word without a lot of pictures. Even though it's a foreign language for me. Because of your videos, I first dared to watch English content and now, after years, I no longer shy away from seeing every video in English.
    Thank you for the good content and the great pronunciation so that people who speak other languages ​​understand it well.

    • @mirage4014
      @mirage4014 Před 3 lety +10

      Hey Guten abend Volker Yes i understand your problem, i have that problem but the other way around! i am an English guy living in Germany, what i use to do is to watch a film on a DVD in German but with the untertitle turned on in German! so i could read and listen!
      if i just listen it was always to quick to hear and understand, maybe i got 40% but if i read and listen ! i understand up to 90% or more.
      Schönes abend

    • @Jesse__H
      @Jesse__H Před 3 lety +18

      While it's true that my sample size is pretty small, I've never met a German who doesn't have a good grasp of the English language - and better than they believe they have in almost every case. As a monolingual American I'm always impressed by this. Kudos to your modern culture for bringing into being an education system that creates this result. Love from Texas 🤠👍🇩🇪

    • @volkerracho9442
      @volkerracho9442 Před 3 lety +7

      @@Jesse__H Bretter than they believe, but not good enough!!! Writing and speaking is so much more difficult than listening and understanding! Without a translator, I have no chance of saying what I want to say.....
      I take your text as a compliment, thank you very much.

    • @volkerracho9442
      @volkerracho9442 Před 3 lety +4

      @@mirage4014 hey Julian.
      my Real Name is also Julian! :)
      Try hear in German and read the undertitle in English.
      If you want to speak in German, you can’t do anything with the letters, you have to hear how it is spoken.
      That's just a tip from me.
      I wish you every success and all the best.
      Schönen Abend noch ;)

    • @ericl8743
      @ericl8743 Před 3 lety +3

      That is a very lovely and motivating comment! Have a wonderful day! ☺️

  • @sparkyprojects
    @sparkyprojects Před 3 lety +145

    The research institute i worked at had 2 corridors with rooms in between in a building, the clean corridor was slightly positive pressure, the room was neutral, the dirty corridor was negative, this meant air could only go from clean to dirty
    (clean and dirty related to diseases)

    • @chisel4164
      @chisel4164 Před 3 lety +12

      @@partypoet2012 where'd you get that copypasta?

    • @thomasa5619
      @thomasa5619 Před 3 lety +11

      @@partypoet2012 I used to work with someone like you
      I’m happier now

    • @thomasa5619
      @thomasa5619 Před 3 lety +5

      @@partypoet2012 no, he was a religious and conspiratorial nut, who (also) hid behind a Facebook page to publicly harass his former coworkers

    • @thomasa5619
      @thomasa5619 Před 3 lety +2

      @@partypoet2012 and FYI, I still have my job

    • @thomasa5619
      @thomasa5619 Před 3 lety +4

      @@partypoet2012
      Supposedly, China isolated the virus when they released the information on its DNA in the early months of last year.
      The PCR test can theoretically detect anything with DNA, at the minutest level, I don’t know what other tests are available for detecting a virus but it’s entirely plausible that’s the only available test in many area
      PCR is common when reading DNA
      Finding a vaccine? The vaccines are all genetically modified. If they can read the DNA using PCR, then they can design an mRNA vaccine, or in Oxford, modify a monkey adenovirus vaccine.
      And yeah, running more cycles means more false positives, but at a certain threshold, like containing a new virus that we barely understand and barely know how to treat, it’s better to err on the side of caution. At least in some countries, erring on the side of caution allowed authorities to conduct contact tracing and get the virus under control

  • @Rubrickety
    @Rubrickety Před 3 lety +345

    "Emmanuel Vanoli has a very particular set of skills... skills that he acquired using today's sponsor, Skillshare!"

    • @bennemann
      @bennemann Před 3 lety +39

      And he practices them every day by solving challenges on Brilliant.

    • @mayabartolabac
      @mayabartolabac Před 3 lety +24

      "And when he's done learning, he'll play Raid Shadow Legends!"

    • @pepre7594
      @pepre7594 Před 3 lety +16

      @@mayabartolabac and once he inevitably deletes that he'll want to get his friends to talk to him again, and for that, he'll need new clothes, which he can get a discount on simply by using Honey!

    • @Rebius
      @Rebius Před 3 lety +2

      And if that someday happens for real I probably will immediately get on with it :D

    • @keylupveintisiete7552
      @keylupveintisiete7552 Před 3 lety +8

      When someone tells you marketing doesn't work, show him this thread

  • @jaredmoss5064
    @jaredmoss5064 Před 3 lety +408

    Come to think of it... I've never seen Steve and Liam Neeson pictured together. Are we sure they're two different people?

    • @zefellowbud5970
      @zefellowbud5970 Před 3 lety +1

      You make a good point

    • @timwatterson8060
      @timwatterson8060 Před 3 lety +7

      If they enter the same room they both exit via the two sides

    • @autumnhd
      @autumnhd Před 3 lety +8

      @@partypoet2012 @Mark Smileer I'm sorry, could you please use punctuation in your comment, so that your run-on sentence doesn't read like the ramblings of a madman?
      Actually, don't bother. I don't think the world needs to know how 9/11 somehow correlates to Covid-19.

    • @gapetheapegod7976
      @gapetheapegod7976 Před 3 lety +1

      @@autumnhd he has copied and pasted that on EVERY COMMENT.

  • @mralistair737
    @mralistair737 Před 3 lety +23

    when working on the design of a hospital many years ago. there is a lot of thought put into which spaces are positively and negatively presurised. it's not as simple as spaces only having extraction. sany sensitive spaces like an operating theatre, ICU etc are positively presurised, so they dont get any nasties into them, things will tend to flow outwards, quarantine wards would be the reverse. the challenge is often getting spaces next to each other that work well like this, you cant have every room negatively pressurised, so it works really well to alternate them. The surprising thing here is having opening windows, you wont see that on many newer hospitals, precisely because it can screw a lot of this up.

    • @dielaughing73
      @dielaughing73 Před 3 lety +2

      Yeah I was wondering about that. The HVAC system would definitely have fans bringing in fresh air and recirculating conditioned air

    • @zvnavv3w5
      @zvnavv3w5 Před 2 lety +1

      Yee. This video is definitely not about a quality, modern hospital, built within the last 30 years.

  • @FalloutBreakbeat
    @FalloutBreakbeat Před 3 lety +15

    As a game developer who makes a lot of particle systems, I learnt some cool new stuff watching this, so really appreciate the content.

  • @aleks456
    @aleks456 Před 3 lety +23

    Steve you can really explain complex topics to the common people. Thank you for making every topic interesting.

    • @SteveMould
      @SteveMould  Před 3 lety +10

      Thank you!

    • @ericl8743
      @ericl8743 Před 3 lety +3

      @@SteveMould are you a physicist by training?

    • @SteveMould
      @SteveMould  Před 3 lety +4

      @@ericl8743 I have a degree in physics

    • @ericl8743
      @ericl8743 Před 3 lety +3

      @@SteveMould I love your videos. They're always presented brilliantly!

  • @MonkeyJedi99
    @MonkeyJedi99 Před 3 lety +13

    Fluid dynamics is the dark sorcery of engineering.
    Thank you for a peek into the grimoire!

  • @devluz
    @devluz Před 3 lety +3

    Fun fact: The lattice at 8:55 works like pixels in an image or monitor. This allows developers to abuse the existing drawing functions in graphics cards to simulate fluids & gases using the same technology used for Textures in 2D/3D graphics. Each new image you draw is essentially a new time step in the simulation. The colors of the R G B pixels can be (ab-)used to represent 3d coordinates for position or speed

  • @lohphat
    @lohphat Před 3 lety +3

    My dad was in a neg-pressure room in hospital which were positioned at the end of hallways. They replaced one window in each room with plywood and a circular vent connection and placed the portable A/C unit's exhaust air hose but used it only in fan mode to pump air outside so that room air would not seep back out into the hallway. It was a cheap and easy fix to protect the staff and limit spread.

  • @Maxjoker98
    @Maxjoker98 Před 3 lety +87

    "The artist formerly known as particle"
    Is that what they call that guy with the peculiar skill set?

    • @iantaakalla8180
      @iantaakalla8180 Před 2 lety

      His calling sign is just a point to represent the infinitesimal size of atomic and subatomic particles.

  • @FlorianFahrenberger
    @FlorianFahrenberger Před 3 lety +2

    Have been watching and liking your channel for years. This is the first time you are touching fields that are surprisingly close to my heart: I did tons of Lattice Boltzmann simulations coupled with Lagrangian Particle Tracking in my PhD thesis, and I now actually work for Dassault System (even though it is in the Electromagnetism department). You did an amazing job explaining these issues, and that is high praise from someone who worked "in the field"...

  • @AlanKey86
    @AlanKey86 Před 3 lety +461

    So... fluid flow is basically like a big game of chess... where it's just Kings... but they can occupy the same square? sometimes.
    it's nothing like chess. This is a dreadful analogy

    • @Moinsdeuxcat
      @Moinsdeuxcat Před 3 lety +50

      Hikaru be like staring at the ceiling, drawing thirty arrows and then going "Yeah but if I don't open the window then the virus is winning because after takes takes takes takes then I get checked and virus h1 is a clearly winning position... Yeah blunder"
      Agadmator be like "And it was in this position that humanity resigned... The virus is simply that good."

    • @galesx95
      @galesx95 Před 3 lety +1

      sometimes.. most of the times... once in a blue moon it does.

    • @operator8014
      @operator8014 Před 3 lety +1

      D9n't forget that they all move at the same time...

    • @benwinstanleymusic
      @benwinstanleymusic Před 3 lety +2

      @@Moinsdeuxcat hahaha this made me spit out my drink

    • @dpatts
      @dpatts Před 3 lety +2

      ​@@Moinsdeuxcat "Beth Harmon, Hikaru Nakamura, and Antonio Radić walk into a hospital ward..." is such a bizarre premise, and nobody asked for such a specific amalgam of chess references, but you somehow made it work

  • @skidibidibibidiboo2487
    @skidibidibibidiboo2487 Před 3 lety +12

    "It's actually really good."
    Classic phrase of an expert mimic.

  • @pierrecurie
    @pierrecurie Před 3 lety +48

    Steve: "and they have a chance to be convected upwards, away from the people around you"
    Overhead fan: are you sure that's a good thing?

  • @NimaXD
    @NimaXD Před 3 lety +319

    Hahaha man 0:41 exactly what I was thinking when you said "particular set of skills"

    • @SuperTimItaly
      @SuperTimItaly Před 3 lety +12

      And then in a Linus voice: "speaking of particular set of skills, Skillshare!"

    • @galesx95
      @galesx95 Před 3 lety +1

      skills to pay the bills

    • @qwerty_and_azerty
      @qwerty_and_azerty Před 3 lety

      Particle-lar set of skills

    • @galesx95
      @galesx95 Před 3 lety +4

      @@partypoet2012 ok mate

    • @Edigor100
      @Edigor100 Před 3 lety +3

      @@partypoet2012 stop posting the same reply to every comment, no one wants to read it

  • @emmanuelvanoli9577
    @emmanuelvanoli9577 Před 2 lety +3

    Hi Steve, I just wanted to thank you. I received and still receving a lot of kind messages from your community since this video!
    Thank you so much! If someone is interested, we published some papers in Scientic Report & Environment International on this very topic!
    Happy new year to you and your community & stay safe

  • @i_yatra
    @i_yatra Před 3 lety +17

    Steve has interest in all fields n thats what makes him my favourite.

  • @chrisengland5523
    @chrisengland5523 Před 6 měsíci

    The great thing about Steve Mould is the very diverse range of topics he covers and the fact that he somehow manages to explain complex science and engineering in a way that non-specialists can understand. My own field is electronics and I've watched a few of his videos on electronics and they're always spot on.

  • @TheGroundedCoffee
    @TheGroundedCoffee Před 3 lety +1

    I love your videos, Steve. Your way of explaining things makes things so incredibly easy to understand to me. Thank you so much for doing this!

  • @thomashansford4965
    @thomashansford4965 Před 3 lety +74

    5:43 Matt Parker Loves Tau lol

  • @MizardXYT
    @MizardXYT Před 3 lety +53

    "That will be the final word of the video; You saying that.", he says, stealing the final word.

  • @naturally_rob
    @naturally_rob Před 2 lety +1

    I worked for a year as a tech for a company that installed special filters for clean rooms. After installation, we would balance the air thus so when entering an air lock between the dirty and clean spaces, the air would pull in and not escape from the dirty spaces. Fascinating physics and fun models

  • @sleeplessdev7204
    @sleeplessdev7204 Před 3 lety +1

    I really enjoyed this little slice of expertise from a field I am unlikely to ever be involved in. But even if I'm never directly involved in modeling airflow through a building, it could very well prove useful to understand how such complex dynamics are simplified into models that can be simulated, and therefore provide utility.

  • @ReasonMakes
    @ReasonMakes Před 3 lety +4

    I found it particularly amazing how probability in the fluid simulation represents real world fluid physics so well because it seems to reinforce the notion that comes from quantum physics that everything is at its core based on probability. We are random chance. Crazy to think about.

    • @bogdanboiii1154
      @bogdanboiii1154 Před 2 lety +1

      Well in this case the actual underlying physics are not governed by inherent randomness, just high nonlinearity and complexity. Therefore it is usually easier to just average out some effects, such as in RANS and LBM.

  • @mjames7674
    @mjames7674 Před 3 lety +91

    *Steve:* _"How many lives could you save....."_
    *My idiot brain for no reason:* _"Twelve."_

  • @Siriock
    @Siriock Před 2 lety

    I worked using heat introduction into structures for pest control for years and became quite good at determining beforehand what windows to open, which to close, which rooms or areas should have fans placed and in which direction, how to get the fastest and most even proliferation and distribution of the heat really. It was important to reach temperature in a relatively simultaneous time to avoid giving the insect time to leave the areas or hunker down beneath something that provided them higher insulation. It was not an intuitive process and I found it was remarkably difficult to teach. It's one thing to react to the temperature readouts throughout the structure and then, through trial and error, make adjustments to see what works, and another to do so beforehand. This video was an excellent explanation as to why and also what to look (or feel) for. Thank you!

  • @JayPixx
    @JayPixx Před 3 lety

    So underrated channel :o still after so many years and wonderful, informative, interesting and funny videos!

  • @mikewilliams6025
    @mikewilliams6025 Před 3 lety +10

    Steve, your content just keeps getting better and better.

    • @SteveMould
      @SteveMould  Před 3 lety +5

      Thank you!

    • @mikewilliams6025
      @mikewilliams6025 Před 3 lety +8

      @@SteveMould Thank you for the effort. Not only does it show in the quality, but it helps me learn effectively, engages me in deeper ways, and makes my brain wrinklier.

  • @rog2224
    @rog2224 Před 3 lety +4

    That simulation reminded me of the Ph D my old Industrial Placement Tutor was doing in the 80s, but he was trying to control fires in copper mines, to allow some attempt at evacuations. I don't know if he ever completed it. He was using a BBC B to preprocess the matrix work, then loading the data into the mainframe

  • @Tebeg
    @Tebeg Před 3 lety

    I did my master thesis using the LBM to model flow through a nasal cavity, after some work the results were also really good. Nice to see the method used and gaining momentum, it is easier to use then standard computational fluid dynamics because the grid is easier to create.

  • @Eldorado1239
    @Eldorado1239 Před 3 lety +1

    Quite amazing. I hope things like this will get fully integrated into our future way of thinking about crowded spaces.

  • @xliquidflames
    @xliquidflames Před 3 lety +15

    When I saw the lattice and the particle with the 8 arrows, I immediately thought of Mine Sweeper.

  • @dekonildo
    @dekonildo Před 3 lety +4

    Just a note: the most common CFD applications use the Finite Volume Method for discretization (and I'd say the great majority of simulations aren't even dealing with transient problems). The Lattice Bolzmann Method, though cool and powerful (and currently a little hyped) has quite a few limitations.
    At the end of the day CFD is still a decent guess, at best. It is quite useful and, if you use the correctly, can have a huge impact in several areas (assuming proper verification and validation of your models isn't skipped, which I'd say is a problem in most cases you see). And I make a living out of it, so I guess I can talk sh*t about it every now and then.
    But like all computer simulations EVER, people tend to think all colorful images are automatically correct, and oh boy they are not.

  • @reidflemingworldstoughestm1394

    This might be my fave Steve Mould video... a lot of unexpected angles, intuitive, informative, relevant... just damn crackin' over all.

  • @giggadygoogog
    @giggadygoogog Před 3 lety +1

    I just found your channel. Really enjoying it. I appreciate the way that you don't talk down your audience like some of the more saucy channels out there. One thing I notice that other channels do to help keep attention that you don't do id to keep changing the set throughout the video. Your background gets boring to look at after a while. Just filming in other rooms or your garden would help I think. Just my two cents

  • @RedGarner
    @RedGarner Před 3 lety +32

    Steve, thanks for making fascinating content that I can use to engage my 8-year-old son in the sciences. Thanks for being a science communicator.

  • @d0tz_
    @d0tz_ Před 3 lety +11

    The Lattice Boltzmann Method bares some striking resemblance to quantum field theory.

    • @ericeaton2386
      @ericeaton2386 Před 3 lety +1

      I was thinking the exact same thing!

    • @DavidGuild
      @DavidGuild Před 3 lety

      You mean how it's exactly the same? Yeah I noticed that too.

    • @Failzz8
      @Failzz8 Před 2 lety

      Well, Boltzmanns work was foundational to a lot of modern physics

  • @AM-bk2zb
    @AM-bk2zb Před 3 lety

    I'm so glad I discovered this channel! I have a little brother and i'm using you to wake up his curiosity. Guess what - It's actually working! Thank you so much! Greetings from Madrid.

  • @wonjez3982
    @wonjez3982 Před 3 lety

    I love the simplicity in mathmatics and engineering you showed here. On highschool i found out that most problems are solved with basic principles, be it simple static forces in a rope or an approximation with that lattice model (8:25). I really like your goal of understanding the concept and you explained everything quick and simple. Along with that reallife story a beatiful video :)

  • @mikebirkett010
    @mikebirkett010 Před 3 lety +26

    Steve mate, isn't it Das- oh as in Ren-oh? Delt a lot with Das-oh Falcon 20s in me time. Great vid.

    • @bend1483
      @bend1483 Před 3 lety

      Thought it was too!

    • @incognitotorpedo42
      @incognitotorpedo42 Před 3 lety

      I came looking for this exact comment.

    • @ericl8743
      @ericl8743 Před 3 lety

      Yes you're right!

    • @ericl8743
      @ericl8743 Před 3 lety

      Est-ce que tu peux parler français ? J'ai vu que tu as travaillé avec cet entreprise

    • @RFC-3514
      @RFC-3514 Před 3 lety +2

      Yep, "daso" / "das-oh" / "da-sow", etc.. Definitely not "deh-salt".

  • @JML-fi8rf
    @JML-fi8rf Před 3 lety +5

    This is amazing! There’s just something about the physics of flow, whether it’s in the form of heat, liquids or gases etc. that’s just so satisfying. Is this reason enough to finally decide what region of physics I wish to pursue as a career? I think so

  • @Ricochetmex
    @Ricochetmex Před 3 lety

    I did something similar to simulate heat dynamics in my undergraduate tesis, skipping the need to use the actual heat equation. This video makes me wanting to revise it and see what else I can do with it.

  • @dylanparker130
    @dylanparker130 Před 3 lety

    Fantastic work - I remember seeing an RI talk about Ventilation & it seems like a fascinating topic!

  • @forsetigodofjusticeexcelle7506

    The man's a genius.
    He got a hospital to pay him for the expert advice of "Open the window"

    • @arielmorandy8189
      @arielmorandy8189 Před 2 lety +2

      the true question was to open the right ones. Are you sure you watched the video? :)

    • @cockatieltime2259
      @cockatieltime2259 Před 2 lety

      Your both correct guys

    • @rogeratygc7895
      @rogeratygc7895 Před 2 lety

      @@cockatieltime2259 Well, they are both right, but only one was funny...

  • @sanichukakun3612
    @sanichukakun3612 Před 3 lety +6

    Before covid outbreak: How to put spoilers on my car.
    During covid outbreak: How to put spoilers on my mask.

  • @ChrisSmith-uw4zm
    @ChrisSmith-uw4zm Před 3 lety

    Not my area of interest but you never fail to get me involved through that crack in the door. Really good video Steve

  • @JakubSkowron
    @JakubSkowron Před 3 lety +1

    You had my like instantly when the impression started 😆 You're great

  • @dijasom
    @dijasom Před 3 lety +6

    I'm jealous, your Liam is spotless, I was really Taken by it.

  • @QuantumHistorian
    @QuantumHistorian Před 3 lety +57

    How robust is the solution though? If someone has a fever, or turns an extra computer on, will it break everything?

    • @mm1979dk
      @mm1979dk Před 3 lety +30

      the particular behavior of the particular particle is going to be different everytime in every single simulation.
      However, there are hundreds of thousands of particles and thus altogether they will exhibit the average behavior which is quite certain, one can even derive timing distribution to predict how likely those particles will hit certain location and when.

    • @EcceJack
      @EcceJack Před 3 lety +24

      I do expect they've varied the parameters, such as the number of patients, heat sources, etc. in order to find general trends

    • @khatharrmalkavian3306
      @khatharrmalkavian3306 Před 3 lety +4

      This kind of modeling has very little to do with things that actually happen in the real world.

    • @QuantumHistorian
      @QuantumHistorian Před 3 lety +8

      ​ @IUIUI You're talking about uncertainty from repeating exactly the simulation but with different stochastic factors.
      I'm talking about the stability of the solution when changing the operating settings. In my experience that's the difficult thing to get from a numeric simulation, and it isn't addressed at all in the video. I hope that they did what @EcceJack suggested, but there's no sign that they did so.

    • @asumazilla
      @asumazilla Před 3 lety +1

      Those factors wouldnt change pressure at room scale so the pressure differentials would still work. Here the modelling is used for visualisation imho the same thing could have been done writing out the pressures. Having the computer visualisation probably allows faster visualisation and helped the engineers see what factors are important, what assumptions to make. This is probably accompanied by rough calculations on the back of an envelope. The computer models are easier to communicate and seem more convincing.

  • @TreyRuiz
    @TreyRuiz Před 3 lety

    Great info! And as an FYI from a licensed building engineer, in the US, code bodies such as the International Mechanical Code set requirements for hospital HVAC design, such as pressurized buildings, all air returned from rooms in ducts, and patient rooms specifically being positively or negatively pressurized, amung many many other requirements.

  • @Lrr_Of_Omikron
    @Lrr_Of_Omikron Před 3 lety +1

    I dont know why I'm here and I have no idea what your talking about but, I'm completely invested in this video.

  • @kallelindblad3952
    @kallelindblad3952 Před 3 lety +7

    Particle McParticle Face, yes of course one of my favourite airborne particles 👍

  • @exacognitionai
    @exacognitionai Před 3 lety +5

    This type of air management becomes far more critical when viral load is factored into the equation. Managing airflow in a pandemic saves lives by reducing new infectios but more so in the severely infected by reducing viral load. Putting sick people together just increases deaths. No govts consider these dynamics & few humans think this deep so thanks for surfacing this content.

  • @marco_gallone
    @marco_gallone Před 3 lety

    Steve, you never disappoint, this amazing content!

  • @colunizator
    @colunizator Před 3 lety +1

    15:19
    can't get used to your sudden endings )
    great animations, thanks

  • @raymitchell9736
    @raymitchell9736 Před 3 lety +7

    Very Cool! And a good description of how to make a simulation... must have taken hours of compute time to create those animations... This is such a complex thing to model, because you have so many confounders such as people moving in and around the building, they will open doors/windows at various times, outdoor weather patterns, maybe barometric pressure and temperature changing atmospheric density... all those things perturbing the air flow, but don't get me wrong... it's really good work, just super hard to nail down the real-world! and finally what if Air flow is not the only vector this virus spreads? The simulation can only account for what we assume are the relevant facts.

    • @adamsbja
      @adamsbja Před 3 lety +1

      I used to work with a team that made a radiation modeling program and in training they talked about figuring out which details were relevant to what you're modeling. They joked that if they added a helix shape to the geometry library users would insist on putting the threads on the screws.

    • @raymitchell9736
      @raymitchell9736 Před 3 lety

      @@adamsbja LOL, Yep that sounds eerily similar... there's always one of those "users" in every crowd... mostly I see that kind of stuff coming from the marketing department, and so I'm working in the engineering team and we see the shifting project requirements: the dreaded feature creep!!! I'd say to the team: Buckle up guys... the ride's going to get a bit bumpy!

    • @adamsbja
      @adamsbja Před 3 lety

      @@partypoet2012 A couple of things:
      1) the point my instructors were making was that the screws were provably irrelevant but people would insist on every detail just in case.
      2) use of past tense does not necessarily mean recent past. "It only took 20 years" is wrong. I'm old.

  • @kenangedik3678
    @kenangedik3678 Před 3 lety +6

    The Liam Neeson impression was sick!

  • @Sukerkin
    @Sukerkin Před 3 lety

    How fascinating - I may be an engineer in a different field but I still very much appreciate the expertise on show here.

  • @tayl0r612
    @tayl0r612 Před 2 lety

    While we have some difficulties with our medical system, this video makes me appreciate the standard for hospitals in the US. Successful management of positive/negative/differential pressure zones is tied directly to hospital accreditation (i.e. TJC). All hospitals here have some combination of detailed plans around positive/negative pressure, visual indicators between zones, digital sensors to enforce positive/negative pressure, etc. etc. Hospitals built here in at least the past few decades have been engineered with this in mind, and older ones have been retrofitted into compliance.

  • @dassaultsystemes
    @dassaultsystemes Před 3 lety +32

    What can we say about that Liam Neeson impression?

    • @3Triskellion3
      @3Triskellion3 Před 3 lety +6

      Do you have any validation studies for this work? What factors were considered, and which models were used for the viral particles? Were they just a simple scalar? Was the effect of outside wind/pressure variations considered?
      Was any of this validated against experiment? How do you know that you haven't fallen into the usual CFD trap of garbage in, garbage out (and also colourful pictures to wave at the uninformed out)?

  • @niklaskoskinen123
    @niklaskoskinen123 Před 3 lety +35

    Wouldn't "closing the wrong window" mean it should have been open?

    • @xFuaZe
      @xFuaZe Před 2 lety

      Yes.
      It's important to open the right windows, but also to keep them open ;)

  • @zzstoner
    @zzstoner Před 3 lety

    Steve kept his word with Emmanuel. Those comments at the end, were indeed, the last words in the video. ;)
    As usual, both fascinating and informative... and applying science and models to real life.

  • @hansulrichjohner2694
    @hansulrichjohner2694 Před 3 lety

    Fantastic video. I have a PhD in Physics and am very impressed by your work, thanks a lot!

  • @The0neAnd0nlyUnicorn
    @The0neAnd0nlyUnicorn Před 3 lety +5

    I've found the last part with the convection through your body heat very interesting. Is there less convection in the winter, when we are thermally isolated (clothing) then in the summer? Or is the difference in temperature high enough? And could it provide to the higher spreading of the common cold during winter times?

    • @andrew7955
      @andrew7955 Před 2 lety

      How cold would your clothes be? The rate of convection depends, among many many many other things, the difference in temperature as you said. So if the clothes are similar temperature to the air then convection would be lower. And if it's a warm day (like 30°C) and you have light clothing on, then the difference is very low too and convection would be low.

  • @sabriath
    @sabriath Před 3 lety +3

    Except, most hospitals that I have ever been to have a very slight negative pressure in all of the rooms, only the hallways and entries provide the air for the hospital....which is bio filtered.

    • @alicianoriegavelasco6114
      @alicianoriegavelasco6114 Před 3 lety +1

      Hospitals that are both newer and have a big enough budget will do that. An older building, or an underfunded hospital can't afford to update the systems, or even keep them properly running all over.

  • @David-ey9tg
    @David-ey9tg Před 3 lety

    I just realised why youtubers put their face on the thumbnail, as I've avoided this video for two weeks thinking it was something clickbaity or boring, until I realised it was from this channel and then realised it would be interesting and clicked immediately.

  • @dylangergutierrez
    @dylangergutierrez Před 3 lety

    Hi Steve! Always nice to see a fresh one

  • @dfgaJK
    @dfgaJK Před 3 lety +12

    What would be immensely useful would be a system, from Dassault Systems, which allows people to roughly model their own building's (layout, people positions, and windows) with primitive shapes and locally run a simulation (on a gaming pc GPU) of how covid could spread and how it could be limited.

    • @csn583
      @csn583 Před 3 lety +4

      The trouble is how large an effect small inaccuracies can have. Even the CFD built into CAD packages for non-CFD specialist engineers can lead to suspect results, whether from limitations of the simplified software, or the engineer making the wrong assumptions. At an even lower level of fidelity, you're better off just following rules of thumb and general guidelines that have been published for decades. That said, an average gaming PC these days can easily run modestly-sized CFD sims.

    • @shigekax
      @shigekax Před 3 lety

      doesn't solidworks allow for fluid simulation ?

    • @MrQuantumBanana
      @MrQuantumBanana Před 3 lety +6

      @@shigekax Yes, but as C N above mentioned; it would be a case of garbage in garbage out if everyone started running studies. Simulation methods have huge caveats the users must be aware of.

    • @dfgaJK
      @dfgaJK Před 3 lety +1

      @@csn583 the wrong assumptions that most people would make are the things that I would hope would be pre-set in the software solution. So all the user has to input is a rough floor plan of the building including the location of people, and out spits info of which windows to open/keep closed and where people should not sit to reduce the spread of the virus.
      I.e. If the breath of people in a corridor are shown to travel around the intire building they should not sit there.
      This is the sort of things that aren't laid out in guidelines, but could have a huge accumulative impact.

    • @FrogsOfTheSea
      @FrogsOfTheSea Před 3 lety +1

      @@dfgaJK part of the risk is that if the software produces inaccurate results in some cases, people may change their behaviour due to these results and actually end up worse off

  • @jooky87
    @jooky87 Před 3 lety +5

    The hospitals have positive pressure systems to control air flow.

    • @knightwolf3511
      @knightwolf3511 Před 3 lety +2

      positive pressure and negative pressure basically each wing? or area can be controlled independently
      outside > Low
      hospitals > high
      Covid 19 rooms/wing >low
      this way the Covid can't escape to rest of the hospital since the air pressure is greater then the Covid 19 rooms, but the hospital since it has high pressure keeps germs and dust outside of the hospital
      a whole book on that ashrae.iwrapper.com/ASHRAE_PREVIEW_ONLY_STANDARDS/STD_52.2_2017
      ASHRAE
      The American Society of Heating, Refrigerating and Air-Conditioning Engineers is an American professional association seeking to advance heating, ventilation, air conditioning and refrigeration systems design and construction.
      in America they kind of do all the building and there ones that put standards and rules on buildings and such
      like low rise buildings homes.lbl.gov/ventilate-right/ashrae-standard-622
      hospitals will usually have UV lights and high Merv rating filter depending location
      www.lakeair.com/merv-rating-explanation/
      big building are not like a house, they usually have a few hvac systems throughout the building

    • @wernerhiemer406
      @wernerhiemer406 Před 3 lety

      @@knightwolf3511 HVAC's were assumed as a problem for some meat processing plants in Germany.

  • @fencserx9423
    @fencserx9423 Před 3 lety

    This is absolutely FASCINATING

  • @avicennam7708
    @avicennam7708 Před 3 lety

    I love heat transfer and boundaries plus fluid mechanics :) You done very well as it is not simple to explain what you have explain.

  • @lloydsymonds5789
    @lloydsymonds5789 Před 3 lety +5

    The artist formally known as particle 😂

  • @The_Bobby_Jay
    @The_Bobby_Jay Před 3 lety +6

    That’s some serious Testing Adjusting and Balancing. Did he consult with T.A.B.B. to figure out all of the airflow specifics?

  • @sapandream
    @sapandream Před 3 lety

    Mould i love everything related to science you do. Thanks

  • @NeilMaron
    @NeilMaron Před 3 lety +2

    I did particle simulation in the 1970s for electron plasma flow for CTR. It used 1.5D 2D and 3D modeling.

  • @kapriolenpfeifer
    @kapriolenpfeifer Před 3 lety +3

    5:41 Fenton!!!!

  • @mihailazar2487
    @mihailazar2487 Před 3 lety +3

    01:00

  • @nilesspindrift1934
    @nilesspindrift1934 Před 3 lety +1

    Thanks for this one, Steve!
    Lord it reminds me of statistical mechanics lectures when I was a chemistry under grad in Manchester in the 70s. We used to keep a score of how many blakcboards this guy filled in a lecture. the record was, I think, 11, closely packed with partial differential equations. And that was just ideal gases in closed containers. All to derive the gas equations. We did a bit on diffusion, which is toward the topic of this talk, which gave a feel for the subject and hinted at the complexity of making more simple models that adequately reflect reality.
    PS it might have been Dr Bullock (He pronounced it Boo 'lock)

  • @juanchetumare
    @juanchetumare Před 3 lety

    Even though this was paid by the company, it really inspired me. Thanks to you both!

  • @fridaycaliforniaa236
    @fridaycaliforniaa236 Před 3 lety +3

    « Coronavirus » & « fake virus » in the same video. Finally someone is intelligent there...

  • @baboolook
    @baboolook Před 3 lety +6

    The Liam Neeson impression was epic🤣

  • @SvetlinTotev
    @SvetlinTotev Před 3 lety

    I very similar fluid dynamics model is usually taught to physics uni students which I personally prefer because it is more closely related to the stuff you would learn in uni. The idea is you split the world in a grid of cubes of fluid. You simply need to solve numerically the basic thermodynamics and motion differential equations at each step for each cube and then also do the mixing between the cubes based on their motion and diffusion. It is an easier model to understand for someone who has some physics background although it is effectively equivalent to what you described, but with the added thermodynamics and diffusion per lattice point (which is important because otherwise you will need a lot denser lattice to achieve the same accuracy since you will be simulating those effects through the statistics of many lattice points).
    There are also models where you simmulate every particle separately and you do all the collisions math but those are rarely used due to their worse performance. They are only useful for very small scale simulations where treating lattice points as homogeneous is inaccurate.

  • @f1_amr
    @f1_amr Před 2 lety

    What an incredible thumbnail. I have never been more intrigued by a video thumbnail

  • @JasonZnack
    @JasonZnack Před 3 lety +5

    Fenton!

  • @tilak_Q
    @tilak_Q Před 3 lety +3

    When you are early you Don't know what to write...; )

  • @danwic
    @danwic Před 3 lety +1

    Interesting video :) kind of relieving as well as I had to spend a few hours at a hospital in a covid hotspot yesterday. Busy but well managed, and well organised re. Covid precautions.

  • @reecec626
    @reecec626 Před 3 lety

    My whole life is waiting for the next Steve Mould video x