Algorithmic Design with Houdini | Junichiro Horikawa | SIGGRAPH Asia 2018 (Tokyo)

[Music] okay everybody welcome back pleased to present Junichiro horikawa from orange jellies who's gonna take us through algorithmic design with Houdini thank you thank you for coming and I'm honored to be here to do a presentation today I always go he must the title said today I'm would like to talk about an algorithmic design using Houdini good design easy Tijuana she must what it is about and some detail examples that I did as recently I was liking your ticket Ellis Lee design Geist is much dictated to - so am I in Qatar you talk my name is junior Rico or Keenan token as a freelance architectural programmer with some architectural design background now wholly code Yuichiro - you must a Tokyo Disneyland's day I can check on your console programming no stay audience here's my brief history I studied architecture in university in Japan the king commanded my stuff then went to Columbia University in States to study digital design for architecture to your medical degree kumusta Massoud a computer what's got the design architecture design really master such as using programming languages for designing an architectural forum Emma I know my program what's katasonych in school say hey guys okay know what we have today then I went back to Japan to work in an architectural firm Yamata chemisty mark and jinjoo Kansas guys they had a rookie mistake where I had a chance to use digital design I learned in us for physical space ya know dis allegorical carnita a mask program taking out all this old matsutakes and right now I started my own business as an architectural programmer they email offering us to stay no architecture program ought to stay at Sloss the Ottomans who works in any kind of field other than architecture as well with digital design as basis of my work Gudivada mark antony Kazuma I recently started using Houdini as my digital tool set mi psyching Houdini Otis and g1 not easy to assess it scary monster previously I've been using CAD base or nerves based 3d modeling tool so easy what is the Mikado nice she's on a somewhat novel modernista modeling the tool rod scotomas to generate programming called driven geometries geometry is good but there was some limitation with it since it couldn't deal with mesh objects mark skirmisher with your - what's going on buddy - Keon Oh God as well as axles and most of all fourth dimension time books a stochastic garage you can to you my a gigantic now but Scotty you know what I found foodini really great is that it's one of the best tool nowadays to apply so-called algorithmic design ya know our goal is amico designed to entice take his security cantemos which needs a vast amount of code based control for mesh and volumes oh sorry mosquitos Okara bore you Momo Tanisha a de design Oshima's as well as a capability to deal with the fourth dimension which is time a mimosa so logic on ok Katayama no coaster oh god akwimos so let me explain a brief thing explanation what algorithmic design is algorithmic design - when a nanny kata-kata can take on Tanisha potato - first of all a algorithm is a mathematical specification University na sono ma t he also go to this day for how things work or how to solve a specific problem Emma so there's a quotation on many if we need avoid to Commodores food market ago to dismiss when you say algorithm algorithmic design it is a mathematical process to solve a genetical design problem Emma an algorithmic design to anyone Saurus Rock Tokina you also moto knee even know like it's this time on all I get served oh yes a geometric problem yeah Casey oh no mom die okay get suited to a good example on algorithmic design and real practice can be seen from architectures of ahaha date design is almost any other so our goal is mr. Kendall would staccato you know me notice another Hadi had Ito's hunter you cut about square data Kings over senado core I get a weak autonomous she made a lot of algorithm driven work based on her studies in mathematics you know with algorithmic design your motor mr. Kenji Kawai no the keymaster actually there are already tons of existing algorithms which are metrical design are also the Nima's with a to design some inspired by nature and I recently been collecting these algorithms as my personal work Emma Mike Scott she's in Kyoto nice team us a massive endemic terminal my yacht Oh shoosh shoosh Deimos I'm using her lenity implement each algorithm so that I could have a deep understanding how each algorithm works and how it could be used with magical design Emma so when you go to go to go to Thomas to Miyajima so entire sky anoche CEO Eric automatically nari muster as a result by having a deep understanding of these existing algorithms are they so no algorithm intensive care it makes me a basis to create totally new algorithms from scratch from my own practice I'm a social cutanea tarda module and SH Cara Knotts como Kalinina you must let me show you a few of the algorithm I'm implemented in Houdini yeah any malady what a soccer star in overnighted architect oh I must first I have categorized the type of algorithmic design into two types algorithmic design mono starts no kata galini Milwaukee demos first one I call static which uses an algorithm to generate geometry in single operation a massager static the Massey she to eat it now mono nado algorithmic design market school to you yes in single operation Mike doesn't know the second type I call it a narrative which uses algorithm to evolve geometry based on time emotions are generated a Mochaccino a gigantic 8000 journey see cases see sorry root oh you cottagey disconnect let me show you a few examples all the Graham algorithmic design method categorized in static first it was I think oh no static we categorized sorry Tahu all the snakes co-write a tacit I - - one of the most basic algorithm you could use in jet to generate but you're a girl my yo-yo good Scout type you know so no horrible is amiko design no array this it's a geometry and single operation using a herring yeah I know Cara using CMOS so-called geometric patterns like Islamic pattern Matano my ceramic pad on to you already own a mono Mario my stay made of a mathematical operations meaning using algorithm to be generated and in single operation Marco tiramisu gotta give me some oh no Tony no sistemas this isn't an example using Houdini to create one of age magical tiling pattern with few parameters McCrory mataira John apart until sistemas a topological geometry like isosurface is also a good example of an an algorithmic design which is categorized as static isosurface almost when it's good to do and design quick my mother's name I know static design notes - take my category cos the kyoto famous by various mathematical equations you can control the density of the volume in various ways and by using Houdini you can easily visualize it the output as a geometry martinez shakyamuni this name or you know meets adult you know contour esteem asorio woody no naka de joie continuity chemos and here are some examples for algorithmic designs that are generative design no Marty this one obvious example is physics based simulations which changes the shape of geometry based on time humiliation moto nice tomorrow day an ogee can locate auto Monica I can cast a kimono this thing by a condition of forces and constraints mi corazon a force this constraint another Momo TT knows I used houdini'd create the spider web based on custom physics simulations come on also this thing because somebody my simulation is a sea monster a trail of physics based movement sometimes shown at an unexpected result there are no totally benign educators in sotae he could kiss a Kannada mother's name they Tammany on occasion I cut a teeny not I so go to Mario's it is called chaos Mario cows don't work in snake there are several algorithm to achieve these scales as geometry form my son microscope to determine our algorithm but you know at the McCrory the caustic now who drew my you know the chemos I used Houdini to create chaos called strange attractor in this example the strange attractor Emma no listen who do you know the Kadima are not scripting master an algorithm called celery ultimate an integer is one of the major algorithm used for algorithmic and algorithmic design to say it's a real automaton - you wanna variety much they call us on our algorithmic design the kid unit I was at Manolis which evolves the geometry in time by referring to a cell information on neighbor position ya know Cody Rhodes magically sensational sybota kena 108 ito Masako karada Sneha says Romano they design your cookies this is an example created and creating 3d snowflake based on an idea of the cellular automaton Emma Katya I was making okay so taking a mono dysley cetera automaton terracotta de manos in nature there are a lot of reaction based form such as zebra patterns they and all reaction former - Yuka today a small mark is my 100 meter nominal Oh since he started she must team us there are several existing algorithms for reaction based simulations ya know McCoy today Mike's kardama stay and this is one of an example using reaction diffusion algorithm extended for 3d acorrea reaction diffusion to amano-san Hanja Gainey thank Cocteau's time on all this and specifically it is called gray scott algorithm grease go Great Scott race code to you our goal is Momo Tony it's good tamales the Grayskull algorithm itself is for 2d but since I can use Houdini for three-dimensional space I implemented in 3ds max OD that talks chemical city and Houdini on a very significant day that's good time' what you got is a recursive is also an important and major concept for algorithmic design there are no recursively must psyche Tiki now algorithmic design judo judo this and it can be seen in use for many cases hadouken o today Matteo sorry to keymaster this is an example of one of a recursive method making fractal geometry with different parameters motor on Easter you okay Judas name on or Akashi we need scotomas psyche technical talks crowd simulation like suam intelligence is also a good example of which in the narrative algorithmic design method you choose humiliation Tokina arnold's must Morioka my sweet tomorrow ma Tony studies me I know Makeda Jose City no mock Johnny Yoda modes based on a time and neighbor local conditions mr.koravit chicken dosai carcinoma no kioku boot Akina a no my shoe oldest almost victim on ago modern enough Dimas this is an example I created and who do you need to create a flock of agents who do not cut is no agent oh no Maria Tori monotony this name oh it's good time all of this so they all of the eight these examples that I show you could be seen as a tutor video and and you can download a hit file from my youtube channel so if anybody is interested in I'll show the link in the last slide kochira need a table a no video toe cyclist or a No another hip fire what is cinema on YouTube we need by video velvet 80s I go no sir I dunno psycho psycho knows right so they an Ashoka Ozma's so now collecting all sorts of algorithm for geometrical design yeah it oh it's sorry now collecting all sorts of algorithms which a metric design itself is pretty exciting project for me McCoy doesn't know algorithmic design mode all the same maybe I wrote a thematic do not you in total he Joanie sequel is I might be exaggerating but it feels like I'm revealing the mystery of a complex geometries that all geometry can be explained in with numbers hey mom what's a commotion a schism okay we are take to this day and also get in okay Joe discuss design industry term ANOVA no sushi idea of a solution i Catalina como si además and also as I was in architectural fields for some years yeah no mechanical grinding I'm assuming security monster day I'm also interested in realizing virtual form into physical form mi casa latina koukin Corazon oh she's so again it's kind of Akane and also Henson terminology Macomb economist and realizing algorithmic clay design geometry for physical environment is one of the exciting things that I could think of to achieve right now Emma designers I don't cook anymore - guru - kotora - kotora - honey optimist let me show you one example I made with the team of great talents recently mi corazon O'Connell Mejia nice I know our guitar tuning saki-sama know which oh Christ I told me was during 2017 to 2018 I joined a program called craft hackathon I don't enjoy watching any kakete it cooks I okay hot cousin do you know me I see myself a cool game in craft in Japanese it was about creating an artwork by collaborating traditional metal craftsmen and takaoka Japan ya know Cory was oh no no Dino taking us on you know Kim Kim Kim Kim so cool no that's good to know your dista what what the people from other fields like me architecture or design IT and so on I know what I seen any magical designer out there so I think Eric testo my son against a master my team all the people of five and each had its own strengths in specific field mr not even not human in this muscle is already a snake and also most booing and in this team we have created a tea vessel with casted brass a mockery at chatsubo this guy Chucky Chucky I using uluru algorithmic design as one of the project design project tony she was talking and i exclusive exclusively used houdini for making its form Makati old school many what - every teeny oh ok what scott but he got his name our initial idea is to use casted metal to somehow create complex geometry you can write to us no no Kings Oh goddess named Augustus earth day she was all she was also family through college selling which you could never realize using a hand crafting method so for an inspiration we have focused on a forms in nature such as this one a tree like pattern you could see in an inside amber yeah no she's in Kakaako are my design toda say my inspiration Emoto Tokio Edison or something something like a slime mold network like this one on a leaf named Akash Quesada kikue kanno King dhoka dhoka tomorrow Network another mo we also wanted the final output to be treated as a craft not just art they are no Musashi taking us into Natalia knocked a Dallas eco he hinted at the Rockets so we have chosen a tea vessel for a medium time in Chucky to him oh no he don't get sick so our idea is to somehow apply a tree or slime on network on top of the vessel named a son of the minister no saki o'donnell you know happy meet a nominal ratio to convey turkish so it looks like a parasite the parasite one of the metal craftsmen also an an artist in our team yeah no mocking Dacascos in the artist of the marty-mar stay drew a sketch how he would want to see the final vessel named al carro en austin cara mekomo jacket in a door we gotta go talk sketch degree master so based on these ideas i started looking for algorithms which I could use to simulate such tree or slime all Network first designer Motegi centroid terrorism Cocotte akuto mechanic in houston with such as multiple fractal system americano casino fracture system what scott akuto or percolation theory emotional percolation theory terminal or diffusion limited algorithm emotion second on the future and imitate the organism terminal or in other words Brownian tree famous which is pretty close to a tree like networking and inside an amber that i show you another photo sake did it uh no key no you want a design he did she come all of the more you must and other algorithm i found out is space colonization algorithm amata mikono space colonization algorithms tijuana day which also creates a tree like network macaw Ramona's unique Macarena I don't care what they say tequila's out of tees algorithm I found out macaroni I chose space colonization algorithm to go for named alko no space colonization algorithm take notes code to simulate real slime on network since it look like a most feasible algorithm to create various types of network I'm already artisanal okay cookie meet Ana non-indian I got emojis in different shapes by checking the paper with which explained how you can implement it my son are normal meet a the same Accord opening Takeo de Gato you go to Moscow especially this paper by Brandon a Copa America no kata now I know Robin is not good enough to go to say let me briefly explain how this algorithm works yeah cut the contents your eyesight oh I must face based on this paper first you initialize the space with point clouds where you want to grow the network that you use them for attraction points emulation point Oh crud or screamer steamer so no naka de jouvenel Christine Todaro monkey meticulous also you said few of points in space as starting points yes or no question Mike's cosmos where network starts growing network no no we did not work at the same then from each starting point search for the nearby attracting points tomorrow Christ in each guy point toes masala tea masala conniemcc Asuka soryu master - mas collect all the nearby points and create an average direction vector from a starting point coca-cola Disney making then create a line as a branch to that direction with a specific length Emma also Connie McCarty our curry steamed mussel tokino Macaulay - no take Odysseus for each point in branches a mass on it and a point on it I see search for a nearby tracking point again they must occur another attracting point also last mata silesia da Mo's with different search radius democratically what scotomas and any points within this search range delete them Nanoka no hunka hunka I don't have any hide wanna secure shoes continue step t - t for for each time frame the Maharani Chi Korean Cocorico esto which will create a tree like Network generatively kokino yo Nina dock attached do you know that same and all Sicily root oh and finally the network will cover all the space which was filled with attracting points MIT neuen sent a point to Presidente acaba Serena No you know your network is a solid rocket us now let me show you how I created this vessel design using algorithm based on the algorithm I just explained americano design mattoni our goal is Momo Tony do a unicycle taking a design imitate cutter condo showcase item Imus and also for physical realization Masako car designers are brutally techni no mono nice they could cut a the snap using Houdini anyway I must first thing first I've created a vest based vessel shape from section outline a mad scientist on watch a key in our wooden no Marchisio to notice a good it's pretty much done well the one of the metal craftsmen was able to use cat let's go gotta tell you a catwalk what about a key master so I got an outline curve from him he muscled Caracara in air cargo in that idea and may just made a revolt recorded a live album okatee to make a vase TFS all shape my Chucky no more talking in arcade you all see must next I created a point cloud on top of the base vessel mikono I don't Chucky Johnny and I'm going to crowd all mighty gossamer stay which act as a attracting points Macaulay Garza KOCO start rocketing pointing optimist so that tree network will grow on top of the this using these attracting points sake of Kino network on all point to gradual much style you need not work it's a I also used some noise function to change the density of the point cloud yeah Matt Cutts Karthik oh no no point to no meets those annoying customers and using a sobs over I have implemented an algorithm to search for the nearby points suppose all about Scotty Kinji thinking such thing obviously it was a la cienaga lismo branching and feeding dos a Karami I know a debacle ito Sakura are no feelings at all man she saw the keymaster to apply to achieve a tree like growth tree like network growth am i calling me at this on Akeno Jana I know design gamma cause says nobody could you tie do you know the same well this or stockist a and in order to convert the network into mesh geometry for the final output yeah I know coca-cola is good takeno Jana kg Oh Cara so no mr. Castle tomato cage Oh screw Nani I have converted the curved network into VDB a macabre ordinary Divini in consumer stay with specific thickness Katya no atsumi to knows she's talking snake and finally I have split the whole geometry into two a mockery of Tatsu New York a master for the vessel usage a mark or edema yo kitto stay it's Kaito I had to be really careful for it this part because I had to send it for the 3d printing much easier Nietzsche Viva Kaku Misaki also very musty another country totally different animal texture what about this I have carefully a set of parameter so that thickness is feasible for 3d printing 3d printer the design Saturday he'll know what does Mito you come on Selena she night to weaken a catalyst and here is the animated simulation how network growth on top of the vessel base vessel material and also knows humiliation or animation Castellano otitis using different parameters to achieve different kind of purse I think they are all my parameter higher Catania teammates ago simulation cutter you know cojones automatic nose and I really like the result magic enokitake myself so it's now the time for realization microscope now we had a mesh geometry in virtual environment yeah I do I don't miss you kiddo Parcher Connie Hawkins knew it was time to realize it in physical environment as a casted metal piece Emma I know Corey O'Connor what but geez I know but city boot died Tuesday no ma kinsuka day it's good to be back in a castle but since it was a bit pricey to create the metal piece in such complex geometry for many pieces ya know my core exam boosts isochoric Enzo created much good day quote o suta he do any takaku not this my motto they like making one piece in cost like 10 100,000 yen mr Korematsu markings with a scrotum I do mind clean up this mess so we first I'll put a bunch of 3d printed models it was Tommy muscle decay do the same a 3d printed a an awestruck she must a using plaster as prototypes prototype or screamers and out of these models we have chosen one of the model for the final piece to be casted mucuna CoCoRaHS Musashi taking him at scout case your descent approach that you go to this we have 3d printed the final piece with wax yeah kochira Oromo Tony and also really willing to stop one of the scar and used a metal crafting technique called precision casting precision casting to you Shiho Yano kings of whoo this surely the velocity square demo using a material brass material blast chinchou chinchou chinchou hot Scott - gotta say to achieve really complex detail for the out final output what are the he Johnny comic I might eat Arenado kzo OC s report of a thickness and the result was amazingly good okay Johnny Dickey must which you could never achieve it by hand crafting corrected it's cool to you know see two wings and especially they traditional craftsman metal craftsmen's were pretty surprised with the result ya know Majesty Keynes okay there's a got a Mohini don't worry tom I really loved this experiment experimentation which uses a computer algorithm to mimic nature there are she's in Kenya Hanuman all this thing a computer they was high against the middle to you know and especially realizing back int into physical space Mario Sorrenti facility tomorrow he won't take no more okano cities which might sounds a bit ironical but I was really excited with it hey Monica nice cream avocado and I have to say I couldn't do it without using every Dini for it all of these processes the Macarena no hoodie notes cause I wrote you know what especially the time based simulations token ecology can't okay can your asana simulation also to talk about this and which lets you implement the algorithm engine narrative and procedural way yeah procedural generated we need a sucessor predictable of the same Houdini also has its strong function using VDB to output geometry in 3d print ready yeah nobody be Oates Kakutani autism equipped our gurus mukara design okay Joey Monty tomato mayo school no more Moroccan anonymous now there is a further explore raishin I I'm trying currently try out as an algorithmic design a my email address Alana cocktails ryona algorithmic design to massage their sake also some Athena's with a bit of different approach and then using mathematical equation to control the geometric form them are no more words master doctor Yoshimoto needlessly you take an occasional yoni still okay that is using AI which a metric design let me show you few examples that I already tried my onyx memory at the meter one also Christ I don't we must go the first try is using a generic algorithm to control geometry mi scotts me asana genetic algorithm Tomo Tony okay you all control the filter stamens a genetic algorithm an algorithm is a optimization purpose AI algorithm Makarova on my site ecosystem Noa I know algorithm based on a joint theory of evolution Nicola Darwin no no simcha no also cool little all these demo Tony steams this is an example using genetic algorithm to trace dog's face using Houdini's meta bowl thank I think he took any email or coyote no Houdini no meat aboard Scottie Tory sucio two steamers I have used a Python node in Houdini to implement the genetic algorithm Marko hoodie know Python no Takano genetic genetic you know are what is more Disney though this oh she must there are many like genetic algorithm examples around my own genetic not anonymous but a lot of these examples are based in 2d or kinematics and stuff ya know Mario Cuomo know what I tend to the dr. Lucas and not many people try it to use for geometrical designs Mr Mario comes to personal Kato design ticking you Scott Tina Yothers so I was wondering how I could use this genetic algorithm for geometrical design and what the possibility could have ya know Massimo sweet automatically when they said come on Scott Scala theatre the killer ricotta katakana be master and Houdini was a best tool for me to try it out consolidation since you have a best amount of controls over a attributes and numerical data attribute Amato needs studies a Corrado call is immodest this also he Johnny Cecotto Emma's especially dealing with the 3d geometry not talking is reading okay so let's go to the same the number is shown on the left on top of the left model yeah an occasional we needed to sue Jessica indicates the total volume difference between generated model and the base Dogface model yeah additional moto G natural minigun oh it ok Giotto Sakura I know it's good to remodel sobbing oh no cause of this guy so I know cousin Daisuke so the less number means generated model is more close to the dock space how do you know karate means Kaito and another trial that I did most of the time estimate ANOVA using a neural network specifically I used reinforcement learning for geometrical design and reinforcement learning material mo Tony I know what's good demos which I do think it's one type of algorithmic design in generative way the problem was that it's a bit hard to implement reinforcement learning algorithm from scratch is just using Houdini no naka de correos ichika rot scrotus or no he only today so I have connected Houdini with unity to use reinforcement learning to control the Houdini's geometry ya know the unity me artists know they enforce mentor on idea so states could the most I've made this procedural room set up in Houdini based on borer annoyed Network yeah no network ammonia no yeah no set day oh it's good Dimas which you can control the size of each room by moving its center point procedurally or there are no Kaku here not you all choosing all this nope tango this Lucas continuity here no katachi no key Matthias and exported these assets into as a digital assets macario's digital assets to mistake then imported into unity as through a Houdini engine no unity no horn avoiding any key remote tech demos and in unity there is a plugin for reinforcement learning which was announced like last year yeah no unity Nakano reinforcement running no time no problem can I help you sorry master so I thought it would be an interesting explanation combining the Houdini digital asset together with this reinforcement learning and unity name I call him it was like a unity no enforcement running oh come here so much so that I can control the geometry Houdini's geometry in real time I'm a foodie no karate me to do the art I'm in control the keys for this example I said roll so that each room tries to keep their size to be the same as same with other rooms Kody was a no no Kaku he a gazillion here all this time O'Connor here Tony Hawk's and in our unique control schemes I have promoted the point position of each room center Emiliano Kaku hey are not using nothing all the same I'll promote Oh stay I stay and each point Center act as an agent inside reinforcement learning the math Oregon are the enforcement running is Tina Turner on each team's and I also set a valuation evaluation Kolkata cause it's called I got so that each room tries to keep their sizes be the same name according artisanal Kaku here analog starter you know I only know the honesty look this is pretty a simple example using reinforcement learning to control a procedure model Oh Cory well I know you are joining Sado notify mo Duru Oh let's go video no can't an array they are on the schedule mo but I think as you can see it has a big potential with this approach in order to generate geometry or control geometry according to Laurie study societies Jana okay now can also use materials which you were not able to make with these kind of things using just mathematical operations taking outsourced Arcadia was casino there and I gotta optimist so last let me from myself as well yeah Moscow C tutorial courses chemists oh I published two self-published books for Houdini in Japanese recently podemos both related to algorithmic design your hot emotionalism ik design mcasterisk atomo the left one explains some algorithm that you can see in the nature this is in can Yahoo no no Elizabeth a Hogan shooter samokhin implemented in Houdini is today the right one explain a few examples how you can use reinforcement learning what Houdini Jeremy reinforcement running the to Houdini okay all set up obviously still is in Japanese but if anyone is interested I would love to translate an English as well hey Makoto maneja MODOK a day I know my new Chicano nan desuka No Mas ago they meet a cat right ridiculously and there is a plan for a new book next year a Madrasi homo my name's through go talk he talks to this collecting bunch of algorithmic designs method which can be used in Houdini Emma called Emily Samar no you don't know Narwhal is emitted so logically and already he sold a kidney - oh gosh title colitis and in that book I would like to talk more about what I found really exciting about each of the algorithm which geometrical design mi corazon or what is many OHC bikini tidewater to commence with the auto show quite a kick about collectimus and so and thank you for listening if you have any questions please they always go investor it's to market i - a mascot because he's very heavy desire from body and then convert to polygon so this is useful to using unity or Unreal Engine if you create a fractal-like mandible I'm very interesting how connect that data into unity or like some game engines another song work for example to make some experiments I'd like Mandel world for example I did try making month evolved and 3d using Houdini and I did try for 3d printing one and that works pretty well because it doesn't really care about the number of meshes number of vertices but it is a problem problematic when you want to send it into a real time based like engines like unity all reals since it has some limitation how much purchases you can use for each meshes so in that case I guess it's much better to use shaders programming yes other than using meshes no gimme sorry oh no game engine nayana today the other time focus Novato staccato you kiddo Houdini day so it turned out school no more my Tiki content they are not you're talking in Arabic Arriba Houdini's good team are 3d no putting together the Scottie Kyoto Osaka geo condo so mama polygons they a no game engine took animal to go to Sertoma Naraku putting on pseudo sweetie mara mighty cotton or Tom on this chrome so it viruses GPU new motto sorry gonna say done incorrect Okinawa engine I gotta go any other questions so what I see Chucky's no I wanna see this tiny little more gold it's correct example now ready you wanna say get in a walk would you knock on to this name she same it's chisel to you Shinken oh that's real good so no Sabatino Kay tawny told Shauna choose honest Qatari master so you choose oh no shikata saluto want OA matures revival Cheryl Tori Kara no sake a mother she naka de vie k-9s Kodomo same it's true so to you sighs Garo teriyaki radish Monday's Kodomo need essential kurai no no no naka de alva so no at Co Co choir koto de martinville no mention a material body ints kedomo savetti no tyranny meta Narukami Onizuka nomadic you to choose oh ho ho very much there so do we it was a exploration explanation about the precision casting the question was as did I have to plan how the metal like flow in inside these meshes measure I'm mesh that I made for a casting I really didn't have to do it like precisely because the the technique called precision casting you use a fresh pressures to flow the metal the brass the melted brass forcely into every network inside meshes by melting the Kastner diamond by melting the 3d printed back so the the size though is pretty limited with 20 centimeters box 20 centimeter box so you cannot do you can I use this for the big size sculptures and stuff but if that's small enough you the precision casting works pretty well with pretty complex geometry which has tons of networks branches any other questions just one on the skid oh yeah kimchi kimchi course luck the quiche Kentucky City tequila tell you what some design was right on the schedule whatever bookmark Tecna so no guy named Osaka still in this kiddo it oh no we have to stay Tata yo Rob I know you can we have our in this kiddo oh good Coco since they were what's carton G oh she's artistic moto moto change coup Vinita toki mccain's community oh gotta write it at IKEA Akeno my you crypto team oh you could skate under Skidmore psyche memory Macedonia Korea is katachi car height cutter Jimmy T this or no base to not their algorithm Oh sh t the karate Muhammad a a tree surgeon decorators Kamala Venustiano thank you taka-kun decoyroid oh that was a Sudan to Cairo to porridge eat okay don't be a nice car so no net when you swing uncle snow same oh no no cocoa is mechanically pay the technical yes I'm here to piyo committee boss via - Camille - ma ma ke Coco a she cannot Atari Chiron she cannot end up at Atacama 32 car so I know how in this skater more Massa Wikipedia me Tyler to follow the guidance are solid due to auto garage it was coming most any other things what was the question I think a question was among different branches of mathematics what are the most important things for him to realize throughout my architectural practices I used to use a Euclid mathematical basis for my geometrical operations especially when I use nerves based modeling tools but recently I don't really care about which like mathematical terms that I use I just go through from a geometry that I want to make then search for the algorithm how I could really realize it so based on those searches I don't really care if I if it's a pretty new term I'm just want to learn learn it if I don't really know about it and I often use Wikipedia to get the grasp of its space algorithm Thank You Joshua generative in architecture school Cudahy Moscow three two one city Kiernan attack you know who should call my temesta Tommy so toasty my mother mid-90s kiddo Matata kyoko actuals got the Asian toe character Vashti dishonor character tiny tattoo elbow so no character ah Samhita Meno tottemo no a disaster millet oka Masuya top economy she died magine narrative in a design to stay here in general katayama thomas my bogota meshed anwar a character Akash there Houdini needs good precision about Sameach tada tada tobacco Tatsumi a girl TV no hoshi ni sh t mosquito motohama moto Guzzi any asana Hoshi Oh a tyrant Arriba a most sana sana character yata yata no kagami Tejanos eth target Makaha - lyrica higher coca-cola Nike Toluca Matsui hashimoto's a degenerative anis on a character in each Cara tottemo notes Grasser mattina Kodaka hydrogen I cannot remove the mass I think we have to wrap it up now thank you very much [Applause]

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Length: 57min 23sec (3443 seconds)

Published: Wed Dec 12 2018