The Future of Model Based Engineering: Collimator 2.0

Learn more at www.collimator.ai/
Collimator allows you to model, simulate, optimize, control, and collaborate in the cloud, with the power of Python and JAX
New features:
* Powered by JAX
* Generative AI
* Auto-Differentiation
* PID Auto-Tune
* SINDy model blocks
* Model Predictive Control
* Real-Time Collaboration
* Hardware in the Loop
* Hybrid models
* State machines
* FMU support
* Updated Python block
Steve Brunton is the Chief Scientist of Collimator
%%% CHAPTERS %%%
0:25 Powered by JAX
1:51 Generative AI
3:49 Hardware in the Loop
5:46 Real-time Collaboration
6:28 Automatic Differentiation
8:52 PID Autotune
10:28 Model Predictive Control
11:06 Recap

[@malikialgeriankabyleswag4200]

Steve you are a legend. You and that author who wrote "Stability and Chaos", are single handedly responsible for building all my intuitions on Dynamic Systems.. You taught me better than my own lecturers from a youtube channel. You are a legend and have a great day!

[@Eigensteve]

Thank you for the very kind words!!! Glad you are learning!

[@thomasjames1067]

Couldn't agree more!

[@lgl_137noname6]

DELIGHTED to see the real version of you, not the mirrored rendition ! :)

[@lgl_137noname6]

CONGRATULATIONS AND GOOD LUCK in the new venture.

[@erockromulan9329]

Very cool stuff, Steve! I am amazed at how AI can accelerate engineering workflows. It's a new world now!

[@houssamdeboucha7284]

Congratulation prof! and thank you so much Prof for your invaluable efforts to spread the knowledge, you are one of my favorit mentor in AI and engineering , i have been learning lot from you. keep the great the work Prof.

[@sebastiangrimm6478]

Very interesting and exciting, but the background music is really annoying for a video that long and with that much talking

[@sebastiangrimm6478]

But the „transparent black board“ videos are always great😉

[@dmsaintrain]

Agreed! Simply can't listen to something I'm very interested in. So sad.

[@sisouhzl5645]

Because you play the video 2X😂

[@Eigensteve]

Good comment; noted.

[@MarkJH2001]

That’s an excellent and powerful helper. Thank you so much for sharing! Hope I can contribute to this community as well

[@Eigensteve]

I hope so too!

[@cozypomp]

I hope you will look at this comment, I'm a STEM high school student, 15 years old, my dream is to become a great engineer to see you do math so fluently and with so much self-confidence it impresses me. I don't do math frequently but I don't understand how to do it either. I hope you understand, you're great💯💪

[@Eigensteve]

That is awesome that you are pursuing your dream! You have a ton of time and potential to make it a reality! Math doesn't always come easily to me either, and I find it helps to be curious and patient, and think of it more like a fun puzzle. Also, you can think of it like a set of muscles you are developing; just like you wouldn't expect to get strong without working out and training, you need to do the same with your math muscles. Good luck!!

[@cozypomp]

@@Eigensteve Sir thank you so much💪💯💯 you are great!!

[@balua9]

Any chance of releasing a hobbyist license for non-commercial and non-professional use?

[@Eigensteve]

Good idea -- reach out to the team and they might be able to help

[@drumbum7999]

Congratulations on the release - this is huge for you I’m sure as well as the industry as a whole

[@Eigensteve]

Thank you!

[@MaksymCzech]

Thank you for the video!

[@abdjahdoiahdoai]

Hello. Say I have some financial data, or some generic signal processing time series data. Will you guys support custom data being imported soon?

[@reid-dye]

woah!!!!!! This is sooo coooool. thanks for making so much awesome stuff that taught me controls throughout high school.

[@OxidoPEZON]

Hi! I'm loving your Physics&AI series, coming from a physics background. I recently transitioned to AI and I'm trying to learn as much as possible. I've been hearing Model Predictive Control quite a bit, is there any modern resource, with the AI innovations you mention, you'd recommend to start studying about the subject?

[@hoseinzahedifar1562]

Amazing tool for engineers❤❤❤

[@shehrozeshahzad4363]

Steve thanks and hoping to learn and contribute along the way!

[@Eigensteve]

That would be great!

[@luismiguelcastellanosmolin2517]

Thanks a lot for this intro!! It seems like a promising tool to speed up the learning process. Just one curiosity. Can an academic researcher / junior lecturer use it for free? I visited the web page, but only "student" license is for free. Thanks!

[@Fuergrissa72]

Sign up for student accounts seems to have a bug. The U at the end of .edu gets truncated so the confirmation email never comes. Perhaps a character limit on that field?

[@Eigensteve]

Thanks for letting us know. We will look into it, but reach out to the team if it is still not working.

[@marcfruchtman9473]

Is there a desktop version?

[@TheGmr140]

Very impressive 😊

[@Eigensteve]

Thank you! 😊

[@aliumara1205]

Thank you so much

[@tamiamibusch]

Does this interface or implement sysml 2.0

[@ernestassimutis6239]

Beautiful 🎉

[@Eigensteve]

Thank you! 😊

[@777swampie]

Will Systems Identification be part of the solution set?

[@Eigensteve]

Absolutely, this is a cornerstone of ML in Collimator

[@trejohnson7677]

serious note, OPCUA/Modbus integrations?

[@HangMrH]

also want an educational license for some preliminary research please. which team do. Ineed to contact for further information.

[@illaimforthemoon]

the gpt chat feature is broken

[@vahidengineer7303]

I am a PHD student in Iran , can i use collimator?

[@nektoxyz1013]

Hello from Russia.I bet a nuclear charge and bottle of vodka, we both cannot use it)) Take it with humour, pleaase)

[@kratoswar829]

New kid on the block. What is and the collimator for?

[@Nick_Tag]

The 'what' and 'why' is not very clear I agree.. I'm the type to guess this is a ML environment that understands physics of what it simulates. But not sure about much in terms of specifics.

[@trejohnson7677]

each uh costs u a million dollars 😂. this is incredible and speaks for itself

[@sheevys]

Is this basically a competition to JuliaSim?

[@yorailevi6747]

good luck, I am not trying that for 100$

[@sidneywolfe9260]

*promo sm*

[@MDNQ-ud1ty]

It amazes me how society dishes out trillions of dollars to universities over many decades in which professors are enabled to educate themselves(say rather than go working in a mine or a fast food shop) and then those professors jump on the capitalists bandwagon and give a big FU to society.

[@frenchmarty7446]

Taking "trillions of dollars to educate yourself" (?) isn't an FU to society but starting a company is? 🤔

[@MDNQ-ud1ty]

@@frenchmarty7446 They got paid through taxes(through the working class) to educate students and themselves then use that knowledge to start a company which they extract more wealth while putting up barriers to the poors which only increases the wealth gap and destroys society even more. But let me guess, you think billionaires actually are the ones that make humanity great?

[@wardharold8037]

I suppose all the stellar content that Dr. Brunton makes available for free on his KZbin channel is also a big FU to society?

[@MDNQ-ud1ty]

@@wardharold8037 He gets paid by ad revenue. He also gets funded by society through his professorship. Your logic is that if society invests in a person and spends millions on a person(likely that is what has entered his pocket through society) which benefits that person tremendously both intellectually, economically, mentally, and health wise then that person has every right to take all that benefit society gave to him and then make society pay even more. What would benefit Bruton and others more? Making the service free of charge or to charge for it? What would benefit society more? Of course I'm sure you a re a genius that understand dynamic systems completely and believe that capitalism is the savior of humanity but you have no clue how they are connected. But keep pretending that wealth concentration benefits humanity rather than destroys it.

[@Nick_Tag]

@@MDNQ-ud1ty of course academics owe a huge debt to society for supporting them. And yes some of them do get headhunted by Amazon / Goldman Sachs. I don't know what the answer is. I think 'voting' via the CSR pension funds and placing higher values onto companies which actually have good Corporate Social Responsibility is a reasonable remedy ... if more people actually paid more attention into where they choose to invest they're money that is.

[@zxcaaq]

skid. python script kid. hard to take you seriouisly.

[@ZaCharlemagne]

Says lil bro

[@drumbum7999]

What are you on about?

[@raticus79]

This is about as far from script kid as it gets

[@ZaCharlemagne]

@@raticus79 he's the kind of guy to not know a single language properly yet say some language are bad coz he saw it on Reddit. The typical newbie