Simplification Memes

Posts tagged with Simplification

The Spherical Cow Approximation

The Spherical Cow Approximation
The infamous "spherical cow" approximation in action. Physicists are notorious for simplifying complex systems to make the math work. "Consider a perfectly spherical cow in a vacuum with no friction..." is basically our version of "once upon a time." Sure, the model's completely unrealistic, but the equations are so elegant that way. Who needs details when you can have solvable differential equations?

When Neural Networks Meet Middle School Math

When Neural Networks Meet Middle School Math
Remember thinking neural networks were complicated? Fred here just exposed machine learning for what it really is—glorified 7th grade algebra! The top panel shows a complex neural network diagram with all its fancy nodes and connections, but Fred's like "nah bro, it's just Y=MX+P" (which is basically the slope-intercept form we all learned, except with P instead of B). That moment when you realize AI is just middle school math wearing a trench coat and fake mustache. The machines aren't taking over; they're just doing homework from 2003.

Neglect Air Resistance

Neglect Air Resistance
The innocent phrase "It's just two pendulums in a row - how complicated could it be?" belongs in the physics hall of fame for famous last words. What starts as a simple harmonic motion problem rapidly descends into chaos theory, differential equations, and enough variables to make your calculator file for emotional distress. The double pendulum is literally the textbook example of chaotic systems—predictable in theory, completely unpredictable in practice. Just like my career trajectory after grad school.

Physicists Will Assume Anything

Physicists Will Assume Anything
Oh my goodness, this is physics problem-solving in a nutshell! 😂 Physicists are notorious for making wild simplifications to make math easier. "Assume the cow is a perfect sphere in a vacuum" is practically their motto! The cubical cat meme perfectly captures how physicists will transform anything—even a living, breathing, definitely-not-cubic feline—into a neat geometric shape just to make the equations work. The angry cube-cat's face says it all: "You did WHAT to my elegant feline form?!" Next thing you know, they'll be ignoring air resistance and saying friction doesn't exist!

When Math Meets Music

When Math Meets Music
Musicians looking at mathematicians trying to simplify 4/4 time signature be like: "You want to reduce our entire rhythmic foundation to... 1?" This is where math and music diverge spectacularly. In math, simplifying fractions is sacred. In music, those two fours tell completely different stories - the top one tells you how many beats per measure, the bottom one tells you which note gets the beat. Simplify that and you've just erased centuries of musical notation convention. Next up: mathematicians wondering why E♭ isn't just called D♯. Musicians everywhere collectively screaming.

Advanced Catculations

Advanced Catculations
Nothing captures physics education quite like turning living creatures into geometric shapes for the sake of math. "Assume the cat is cubical" sits right alongside classics like "frictionless surfaces" and "spherical cows in a vacuum." Because apparently, real-world complexity is just too much hassle when you're trying to teach fundamental principles. Next week: calculating the aerodynamics of a cat by assuming it's a perfect sphere with uniform density. The cat's angry face in the meme suggests it has strong opinions about being reduced to a simple cube. Can't blame it—I'd be upset too if someone ignored my non-Euclidean properties.

The Messiah Of Physics

The Messiah Of Physics
Behold the mighty Atlas of physics, shouldering the entire universe with... one simple constant? That's right! Setting k=1 in Newton's second law (F=kma) transforms this fundamental equation into its simplest form (F=ma). Physicists collectively worship this elegant simplification that turns complicated calculations into something a first-year student could handle. It's like finding the cheat code to the universe's operating system! Next time someone asks you to explain all of physics, just point to this equation and walk away dramatically.

We Don't Have To Assume Anymore!

We Don't Have To Assume Anymore!
Finally! Solid proof that cows ARE spherical! Physics textbooks everywhere can rejoice! For decades, physicists have started countless problems with "Assume a spherical cow..." to simplify complex calculations. Now we've got the exhibit to back it up! 🐄➡️🔮 This magnificent specimen in an art gallery perfectly demonstrates why simplifying models is both hilarious and necessary in science. Next up: frictionless surfaces and point masses that actually exist! Science dreams do come true!

Mathematical Nirvana

Mathematical Nirvana
That sublime mathematical moment when your 3-page calculation suddenly collapses into elegant simplicity! Variables vanishing, fractions reducing, and suddenly that horrific integral transforms into a beautiful constant. The universe briefly makes sense, and you feel like you've discovered the secret language of reality. Nothing beats that dopamine rush when complex expressions cancel out—it's basically mathematical ASMR for nerds.

The Frictionless Fantasy Of Engineering

The Frictionless Fantasy Of Engineering
The eternal battle between engineers and physicists in one perfect tweet! Engineers love to simplify problems by saying "let's ignore friction" in their calculations, creating those perfect spherical cows in vacuum scenarios that make physicists cringe. Meanwhile, Twitter's fact-checking algorithm is like that one professor who writes "SEE ME" in red pen across your elegant solution. The username "@f*ckphysics" really seals the deal on this engineering rebellion against reality's annoying constraints.

The Notation Spectrum: From Cellular Encyclopedia To Zigzag

The Notation Spectrum: From Cellular Encyclopedia To Zigzag
Biologists labeling every microscopic organelle like they're naming parts in an IKEA instruction manual, while chemists just draw a zigzag and call it a day. The biology diagram has 47 labels, 23 footnotes, and probably a bibliography. Meanwhile, chemists are like "behold: carbon chain." Truly the difference between writing a novel and sending a text that just says "k."

Evil Physicist Be Like

Evil Physicist Be Like
The ultimate villain origin story: a physicist who refuses to simplify problems! While normal physicists say "assume air friction is negligible" to make calculations manageable, this monster insists on accounting for every drag coefficient on that helicopter cable. Students everywhere just collectively threw their textbooks across the room. Next thing you know, they'll be including the Earth's rotation in pendulum problems and factoring in quantum effects for basic kinematics. Pure. Academic. Evil.