The scientist is not a person who gives the right answers, he’s one who asks the right questions.
Claude Lévi-Strauss

The most exciting phrase to hear in science, the one that heralds new discoveries, is not ‘Eureka!’ (I found it!) but ‘That’s funny…’
Isaac Asimov

In theory, there is no difference between theory and practice. But, in practice, there is.
Jan L. A. van de Snepscheut

Contrary to what Asimov says, the most exciting phrase in science, the one that heralds new discoveries, is not ‘Eureka!’ or ‘That’s funny…,’ it’s ‘Your research grant has been approved.’
John Alejandro King

A theory is something nobody believes, except the person who made it. An experiment is something everybody believes, except the person who made it.
Attributed to Albert Einstein

The purpose of models is not to fit the data but to sharpen the questions.
Samuel Karlin

Research is what I’m doing when I don’t know what I’m doing.
Wernher von Braun

Nothing is more practical than a good theory.
Kurt Lewin

Just as there are odors that dogs can smell and we cannot, as well as sounds that dogs can hear and we cannot, so too there are wavelengths of light we cannot see and flavors we cannot taste. Why then, given our brains wired the way they are, does the remark, “Perhaps there are thoughts we cannot think,” surprise you?
Richard Hamming

An expert is a person who has made all the mistakes that can be made in a very narrow field.
Niels Bohr

An expert is one who knows more and more about less and less until he knows absolutely everything about nothing.
Nicholas Butler

Essentially, all models are wrong, but some are useful.
George E. P. Box

Theory is when you know everything but nothing works. Praxis is when everything works but no one knows why. In our lab, theory and praxis are combined: nothing works and no one know why.

Pavel Vasil’evich liked only his own articles, while articles written by others, which he was supposed to read or listen to, always felt to him like a cannon muzzle directed straight at his face.
Anton P. Chekhov

The great tragedy of Science — the slaying of a beautiful hypothesis by an ugly fact.
Thomas Henry Huxley

So, in the face of overwhelming odds, I’m left with only one option, I’m gonna have to science the shit out of this.
Mark Watney

The fact that we live at the bottom of a deep gravity well, on the surface of a gas covered planet going around a nuclear fireball 90 million miles away and think this to be normal is obviously some indication of how skewed our perspective tends to be.
Douglas Adams, The Salmon of Doubt: Hitchhiking the Galaxy One Last Time

You’d be amazed how much research you can get done when you have no life whatsoever.
Ernest Cline, Ready Player One

When you have eliminated all which is impossible, then whatever remains, however improbable, must be the truth.
Sherlock Holmes

With four parameters I can fit an elephant, and with five I can make him wiggle his trunk.
John von Neumann

The purpose of computing is insight, not numbers.
Richard Hamming

The most important thing about an equation is all the quantities that don’t appear in it; once we know what the essentials are, figuring out how they depend on each other is often the easier part.
Pedro Domingos, The Master Algorithm

Thermodynamics is easy – I’ve learned it many times.
Harvey S. Leff

Far better an approximate answer to the right question, which is often vague, than an exact answer to the wrong question, which can always be made precise.
John Tukey, The future of data analysis

An article about computational result is advertising, not scholarship. The actual scholarship is the full software environment, code and data, that produced the result.
Buckheit and Donoho (1995)