Monte Carlo Geometry Processing

  Рет қаралды 26,040

Keenan Crane

Keenan Crane

Күн бұрын

Пікірлер: 48
@colejhudson
@colejhudson 2 жыл бұрын
babe wake up, a new keenan crane lecture just dropped
@MichaelHalsell
@MichaelHalsell Жыл бұрын
Mr. Crane you present complex data extremely well. Even to non academics. This is my new technical ASMR as a 3D artist. Thank you.
@tyschlichenmeyer5338
@tyschlichenmeyer5338 2 ай бұрын
His voice is really shockingly calming, asmr indeed. Such a contrast with the mind blowing content 😂
@loukitmyname
@loukitmyname 2 жыл бұрын
As someone who spent 2 years of PhD juggling probability and finite element method texts, this method is simply amazing. I was always a fan of grid free methods. This marks an amazing new approach in that field. I just hope that some of these methods become mainstream sometime in near future.
@vandang2303
@vandang2303 2 жыл бұрын
I nearly cryed by this perfect video. It gives me a projected hope to keep up with the current papers trend as an undergrad. Thank you so much! This is worth paying by tax, privatly and by our own spare time!
@晴栩
@晴栩 Жыл бұрын
I think that's a very amazing thing that relates PDE back to SDE, I love it so much and hope to work on the things more.
@maxqutekerman907
@maxqutekerman907 2 жыл бұрын
Numerical methods is one of the most boring subjects to learn, yet you managed to make it quite interesting. Great work!
@choochootraiin
@choochootraiin Жыл бұрын
Thank you so much for such a clear and exhaustive video on the deep connection between diffusion process and geometry!
@mehrdaddowlatabadi2319
@mehrdaddowlatabadi2319 4 ай бұрын
One of the good lectures I have seen on KZbin so far.
@marc-andrepiche1809
@marc-andrepiche1809 Жыл бұрын
You have an excellent talent of explaining
@pedroth3
@pedroth3 2 жыл бұрын
I think Monte Carlo Geometry Processing is an amazing breakthrough for geometry processing field. And it is easier to implement from scratch!
@zwazwezwa
@zwazwezwa 2 жыл бұрын
Outright awesome! Great presentation, it seems simple as you explain it
@ChristopherLeeMesser
@ChristopherLeeMesser 11 күн бұрын
thanks, really appreciated the talk. interesting work
@IvanMorenoPlus
@IvanMorenoPlus 2 жыл бұрын
This could have saved me some time with some volumetric clouds in the past. It will save me time in computing convex collisions and much more in the future. Thank you so much for such a clean work and explanation!
@fluffy_tail4365
@fluffy_tail4365 4 ай бұрын
Just found this video, it is absolutely stunnign work and your presentation skills are incredible as well
@AndreaTagliasacchi-r8y
@AndreaTagliasacchi-r8y Жыл бұрын
Keenan, your betrayal of meshes will not be forgotten, nor forgiven.
@immowang
@immowang 2 жыл бұрын
Thx for the lecture on this MC geometry processing that I was always wanna take time to digest.
@ARBB1
@ARBB1 2 жыл бұрын
Such an exceptional use of geometry.
@NoNTr1v1aL
@NoNTr1v1aL 2 жыл бұрын
Absolutely amazing video! Subscribed.
@sungjuyea4627
@sungjuyea4627 2 жыл бұрын
This video is related to your two recent papers? After watching this video, I should read those papers too! Thank you for the video!
@logo2462
@logo2462 2 жыл бұрын
Any recommendations for learning more stochastic calculus? I’d love to understand that Feinman Kak equation at the heart of things here.
@evanlane1690
@evanlane1690 2 жыл бұрын
I'd love to hear your thoughts on how this would handle transient cases. I only have an intermediate understanding of numerical methods, so I'm not sure how time history data would persist through time steps in this method. Could you populate the internal space with a ton of source terms that reflect the previous time step's state? And if so would this cause error accumulation?
@theoreticalorigamiresearch186
@theoreticalorigamiresearch186 2 жыл бұрын
Where can I read more about Monte Carlo Geometry Processing in regards to MD sims or perhaps homology modeling? It'd be interesting to leverage this work towards my dissertation in structural biology.
@guangfuwang2515
@guangfuwang2515 2 жыл бұрын
awsome work! could you tell what softwares you use to visualize these wonderful renderings?
@DrEMichaelJones
@DrEMichaelJones Жыл бұрын
So in Monte Carlo ray tracing the grid is essentially replaced by a cube from which the rays emanate/bounce?
@meatmanek
@meatmanek 2 жыл бұрын
Do you have a link/title for the path planning work from Ryan Schmidt you referenced at the very end? I'm having trouble finding it.
@Spaghetti775
@Spaghetti775 2 жыл бұрын
Would this supercede the diffusion used in the Vector Heat Method? Since the given vectors to interpolate would be considered point sources / boundaries in WoS?
@sheevys
@sheevys 2 жыл бұрын
Wow, impressive. Could this be used for solving Maxwell's equations instead of FDTD?
@loukitmyname
@loukitmyname 2 жыл бұрын
Theoretically, I would say yes. Light equations are basically Maxwell's equations at it's core.
@aalaaula
@aalaaula 2 жыл бұрын
I barely understood anything because I know practically nothing about stochastic calculus. I guess this will be the new thing I rip my hair off trying to figure out.
@colonthree
@colonthree 2 жыл бұрын
Can this be used for navigation & pathfinding? Also Non-euclidean geometry?
@timmygilbert4102
@timmygilbert4102 2 жыл бұрын
Looks like SDF without the tracing
@sheevys
@sheevys 2 жыл бұрын
Also another question: normally MC is embarrassingly parallelisable and can utilise SIMD to run fast on GPUs. Is it true here?
@kika433
@kika433 2 жыл бұрын
He mentions parallelism as one of the benefits of MC methods in the section starting at 6:30
@porglezomp7235
@porglezomp7235 2 жыл бұрын
He mentions that it's embarrassingly parallel in the "propaganda" section at the beginning when he comments on how multiple samples can be merged by just averaging them, and also implicitly when he shows a demo of one of the solvers actually running on a GPU
@wolpumba4099
@wolpumba4099 2 жыл бұрын
Can this method be used to solve the eigenmodes of an optical fiber?
@animeshjain8932
@animeshjain8932 2 жыл бұрын
Very interesting but my brain is unable to grasp most of the things due to lack of prerequisite knowledge Can you suggest some things
@laurenpinschannels
@laurenpinschannels 2 жыл бұрын
I would suggest searching some names from the video you don't recognize, see what comes up - there are great videos on these topics on KZbin
@lilporgi0017
@lilporgi0017 4 ай бұрын
raymarching!!! yeaaaaaaaaayyyy
@trevise684
@trevise684 2 жыл бұрын
OH BABBY 50 MINUTES HELL YEAH
@pavolharar
@pavolharar 2 жыл бұрын
Given the quality of the presentation (how well the video supports the audio) you can easily watch it on 1.75x speed.
@trevise684
@trevise684 2 жыл бұрын
@@pavolharar why would I do that I like the longer videos
@pavolharar
@pavolharar 2 жыл бұрын
Well, you can watch 1.75 more of them.
@diribigal
@diribigal 2 жыл бұрын
Kac is pronounced like "cots", not "cock"
@keenancrane
@keenancrane 2 жыл бұрын
Thank you. I have asked N people how they pronounce it-and received N different answers!
@lucaspedrajas5622
@lucaspedrajas5622 2 жыл бұрын
I'm pretending to understand something about it ...
@numoru
@numoru Жыл бұрын
I bet you can't find the parametric equation of a hexaflexagon *a real one
@numoru
@numoru Жыл бұрын
Not just 3 strip Mobius strip ask 3blue about me mwhahahaaha
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