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There was a reason why I constantly failed physics at school and university, and that reason was, apart from the fact I was immensely lazy, that I mentally refused to "believe" more advanced stuff until I understand the fundamentals (which I, eventually, never did).

As such, one of the most fundamental things in physics that I still don't understand (a year after dropping out from the university) is the concept of field. No one cared to explain what a field actually is, they just used to throw in a bunch of formulas and everyone was content. The school textbook definition for a field (electromagnetic in this particular case, but they were similar), as I remember it, goes like:

An electromagnetic field is a special kind of substance by which charged moving particles or physical bodies with a magnetic moment interact.

A special kind of substance, are they for real? This sounds like the authors themselves didn't quite understand what a field is so they decided to throw in a bunch of buzzwords to make it sounds right. I'm fine with the second half but a special kind of substance really bugs me, so I'd like to focus on that.

Is a field material?

Apparently, it isn't. It doesn't consist of particles like my laptop or even the light.

If it isn't material, is it real or is it just a concept that helps to explain our observations? While this is prone to speculations, I think we can agree that in scope of this discussion particles actually do exist and laws of physics don't (the latter are nothing but human ideas so I suspect Universe doesn't "know" a thing about them, at least if we're talking raw matter and don't take it on metalevel where human knowledge, being a part of the Universe, makes the Universe contain laws of physics). Any laws are only a product of human thinking while the stars are likely to exist without us homo sapiens messing around. Or am I wrong here too? I hope you already see why I hate physics.

Is a field not material but still real?

Can something "not touchable" by definition be considered part of our Universe by physicists? I used to imagine that a "snapshot" of our Universe in time would contain information about each particle and its position, and this would've been enough to "deseralize" it but I guess my programmer metaphors are largely off the track. (Oh, and I know that the uncertainty principle makes such (de)serialization impossible — I only mean that I thought the Universe can be "defined" as the set of all material objects in it). Is such assumption false?

At this point, if fields indeed are not material but are part of the Universe, I don't really see how they are different from the whole Hindu pantheon except for perhaps a more geeky flavor.

When I talked about this with the teacher who helped me to prepare for the exams (which I did pass, by the way, it was before I dropped out), she said to me that, if I wanted hardcore definitions,

a field is a function that returns a value for a point in space.

Now this finally makes a hell lot of sense to me but I still don't understand how mathematical functions can be a part of the Universe and shape the reality.

Dan
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I'm going to go with a programmer metaphor for you.

  • The mathematics (including "A field is a function that returns a value for a point in space") are the interface: they define for you exactly what you can expect from this object.

  • The "what is it, really, when you get right down to it" is the implementation. Formally you don't care how it is implemented.

    In the case of fields they are not matter (and I consider "substance" an unfortunate word to use in a definition, even though I am hard pressed to offer a better one) but they are part of the universe and they are part of physics.

    What they are is the aggregate effect of the exchange of virtual particles governed by a quantum field theory (in the case of E&M) or the effect of the curvature of space-time (in the case of gravity, and stay tuned to learn how this can be made to get along with quantum mechanics at the very small scale...).

    Alas I can't define how these things work unless you simply accept that fields do what the interface says and then study hard for a few years.

Now, it is very easy to get hung up on this "Is it real or not" thing, and most people do for at least a while, but please just put it aside. When you peer really hard into the depth of the theory, it turns out that it is hard to say for sure that stuff is "stuff". It is tempting to suggest that having a non-zero value of mass defines "stuffness", but then how do you deal with the photo-electric effect (which makes a pretty good argument that light comes in packets that have enough "stuffness" to bounce electrons around)? All the properties that you associate with stuff are actually explainable in terms of electro-magnetic fields and mass (which in GR is described by a component of a tensor field!). And round and round we go.

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    This is an amazing, thoughtful answer with a great metaphor, but no less than I expected on an SE site. So what you're saying is a “field” is like an interface, a contract, and the actual real world “implementation” is provided by the theory currently considered correct by the physicians for this type of field, of course, as long as we don't try to define “real world” which is kinda out of scope. Do I get it right? – Dan Aug 04 '11 at 00:16
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    dmckee can come along to confirm or deny this, but if I'm understanding the metaphor correctly I think a physical theory would be akin to the API documentation. We are trying to write ourselves some documentation (i.e. develop the theory) by tinkering with the software (nature), without knowing anything about the implementation. (Of course this whole process is complicated by the fact that we exist in the software, but that's another matter entirely.) – David Z Aug 04 '11 at 06:56
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    By the way, @dmckee, kudos on saving what could have been a sketchy question with a very good answer. – David Z Aug 04 '11 at 06:56
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    @David I think that "writing the documentation" takes the metaphor further than I had, but that it is a very good description of what were doing as we do science. – dmckee --- ex-moderator kitten Aug 04 '11 at 13:04
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    Its worth pointing out that even saying that "What they are is the aggregate effect of the exchange of virtual particles governed by a quantum field theory" hardly saya what an electromagnetic field really is, since virtual particles might not be real-world entities. We know that they work well as a model of the real world, but there is a very good reason they are called "Virtual Particles". They cannot be directly observed, they violate laws that other particles obey, but only for a short enough time that the violation cannot be observed (thanks to the uncertantly principle). – Kevin Cathcart Aug 04 '11 at 16:14
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    I do not understand the claim "fields are not matter". You want to say, that for example electromagnetic field is not matter? I would not agree. – Newman Aug 14 '11 at 00:58
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    @Newman, conventionally when people use the word "matter" they are talking about massive things, so massless entities like the electromagnetic field are excluded. – Doug Packard Sep 06 '12 at 06:49
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    I pity the kids in the current education system who go through school not even knowing how science is made. These stuff should be taught at the kindergarten level, not at the postgraduate level. – Pacerier May 27 '15 at 05:20
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    Excellent answer, really. I would just add, regarding the "is it real" question, that the same could be said about numbers. Are natural numbers real? They were invented to count sheep, so probably yes. But then are rationals real? Are real numbers reals? What about the complex numbers? Ultimately, it doesn't really matter; it's more of a philosophical question. What's relevant are their properties and how you can use them. – rubik Jul 29 '16 at 16:45
  • Concerning the *Is it real?* question pertaining to fields, perhaps my Natural Philosophy-based answer here: https://physics.stackexchange.com/a/368766/167059 can shed a little light on the issue of spatial and/or counter-spatial concepts using platonic rationale. Mind you I am not using this as a way to "debunk" anyone's answers. Just to give an alternate perspective of a true field. – Yokai Dec 02 '17 at 09:12
  • @dmckee: Regarding the "is it real" thing, it seems you could cite Aharonov-Bohm and say that it showed the potentials are "real"? (fields being the gradients) – user541686 Oct 27 '18 at 20:05
  • I think fields are always carried by particles, which to me makes them material, as opposed to abstract properties of the void. The confusion comes from the fact that, as @DougPackard said, massless particles (like photons) aren't matter. – yannick1976 Jan 31 '21 at 00:05
  • What is the ‘interface’ in “they do what the interface says”? – A.M. Sep 23 '21 at 21:03
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    And if these are made of ‘virtual particles’ which are neither matter nor are they real, isn’t it better to say that they are made up entities by physicists to try and answer the phenomenons they have no answer to? – A.M. Sep 23 '21 at 21:07
  • @DougPackard Re "massless entities like the electromagnetic field are excluded": But the fields "do have" mass in the sense that energy is "stored" in them which is indistinguishable from / equivalent to / is mass, bends space etc. What we call "matter" is just an assembly of very strong fields. – Peter - Reinstate Monica Sep 20 '22 at 05:45
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    I would upvote if there were not that reference to virtual particles. I do not see the reason to give a special status to mathematical tools only required by perturbation theory. – GiorgioP-DoomsdayClockIsAt-90 Dec 31 '22 at 13:22
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You say:

she said to me that, if I wanted hardcore definitions,

a field is a function that returns a value for a point in space.

Now this finally makes a hell lot of sense to me but I still don't understand how mathematical functions can be a part of the Universe and shape the reality.

You don't have to use super-complicated examples such as electromagnetism. I'll give you two examples which I hope will make it more clear; let me know if this helps.

Example 1: Temperature

You might have come across that the higher you climb (on Earth or somewhere else, but let's think of Earth) the colder the air gets, at an typical rate of about 6ºC per kilometer (it depends on various factors, but this is a ballpark value); in meteorology, this is known as the lapse rate: the rate of temperature drop with altitude.

Now suppose you're observing a large, uniform terrain (e.g. a "flat desert"). If you want to ask:

What is the temperature of the air at a point $(x,y,z)$?

then you'll ascribe a certain value of temperature for each point. But to make a "table" to give the temperature for every point is certainly impractical! You try instead to use a function, an application, that gives the value of the temperature for each point: $$ f : (x,y,z) \mapsto f(x,y,z) $$ I'll use a clearer nomenclature: $$ T : (x,y,z) \mapsto T(x,y,z) $$ So this is a function with arguments in a $\mathcal{R}^3$ space (three-dimensional space, $\mathcal{R}\times\mathcal{R}\times\mathcal{R}$) which gives values in a 1-dimensional $\mathcal{R}$ space. Those values represent the values of the temperature at each coordinate $(x,y,z)$ of $\mathcal{R}^3$. Instead of writing $T(x,y,z)$ you can be more "practical" and write just $T$ as shorthand (especially when you're some calculus in an exercise).

That function represents a field -- the temperature field.

"But what's the use of that?!"

What does it look like? If you have the ideal case of a perfectly flat "desert" and an idealized atmosphere, the temperature field will be something like: $$ T(x,y,z) = T(x,y,z_0) - \frac{dT}{dz} (z-z_0) $$ Some notes:

  1. In this situation, the temperature only varies in the vertical; it looks the same at any place over the desert -- there is really no depedence in the coordinates $x$ and $y$. Because of that you could make it easier for you and shorten the expression to just $T(z) = T(z-z_0) - dT/dz$.
  2. In case you don't know/forgot: $dT$ is how much the temperature $T$ varies when you increase your height by a small (infinitesimal!) amount $dz$.
  3. Don't worry about the minus sign next to the rate. It's put there by hand to have the expected physical meaning. When you go from a height level $z$ to $z+dz$, the temperature should decrease, from $T$ to $T-dT$ where $-dT < 0$, so that $-dT/dz$ is negative (it "takes away" from the temperature as you increase the altitude $z$). Example: from $z=1000$ to $z+dz = 1001$, the temperature should drop from $T$ to $T-0.006$ where $T$ is the temperature at level $z=1000$. Of course, that small value is because $0.006/(1001-1000) = dT/(dz+z-z) = dT/dz = 6$ Celsius per km.
  4. I've intentionally abused the expression above to make it easier to understand. A more appropriate expression would be (if you've studied "integrals" in calculus) something like $$T(x,y,z) = T(x,y,z_0) - \int\limits_{z_0}^z \frac{dT}{dz} dz\ .$$

You have to give the temperature at a certain level $z_0$ of your choice to represent a specific case; it can be at the surface, $z_0 = 0\ \mathrm{meters}$. That function you have there represents the temperature field for that situation. If you have a "hot spot" -- e.g. you light up a candle -- then the temperature distribution (the field!) will be different, and the mathematical expression to describe the temperature field will be different (more complicated).

So this temperature field describes what is the temperature over that "desert air". It represents a quantity which has a spatial distribution. You can make it much more shorthanded if you just ignore the frontier condition $T(z_0)$ at a certain vertical level $z_0$ (which is arbitrary!) and write the field as $$-\frac{dT}{dz}\ .$$

Example 2: Wind velocity

The example above illustrates a scalar field: the value of the field at each space point takes a scalar value ("just a number"). Not all fields are scalar. An example is the velocity field, which represents the velocity (direction and magnitude!) of the air at each point.

You can write it as $$\vec v : (x,y,z) \mapsto \vec v(x,y,z)$$ and for each point $(x,y,z)$ it describes what is the direction and magnitude of the air displacement at that point, the vector $\vec v$ at that point.

What does it look like?

(The mathematical expression?) Well, it will depend on the situation of course! The expression can be impossibly complicated to write analytically. You certainly won't write the velocity field (or the temperature field) for the air inside your living room -- it's too complicated to write a mathematical expression! The best you can do is

  1. Know a few laws or expressions or (more correctly) models, perhaps deduced from first principles, to describe how the conditions of a tiny piece of air will be influenced by the conditions of the neighbouring regions. Those models can be very simple or more elaborate; in the latter for meteorology, you just use computers to do the complicated ballance for each and every "air cell". In the example 1 with the temperature above, there is no horizontal dependence, but the rate at which the temperature varies vertically depends on the temperature, pressure, etc on top of the "tiny air box/cell/element" and on the bottom -- those are the ones who produce an effect.

  2. Make some simplifications about the initial conditions, such as knowing what is the temperature along the walls and assuming (for example) there aren't "hot spots" or if there are, they're too insignificant to spot the difference against the situation where there aren't hot spots.

Example 3: the electromagnetic field

When you put an electrically-charged tiny particle (test particle) near a metalic plate (for example) that has an electric charge itself (like the plate of a large capacitator, for example), in the most general and broad case the force that the particle will feel will depend on where the particle is relative to the charged plate.

The force the test particle feels has a magnitude as well as a direction. If you put the test particle in another position, if will feel the force with a different intensity and direction.

You could put the test particle in many different places around the plate and measure the electric force felt by the test particle. And you collect the direction and intensity of that force. If you are able to condense that description of the magnitudes and directions of the electric force felt by the particle, you're writing it as a field, $$\vec E : (x,y,z) \mapsto \vec E(x,y,z)\ .$$

You can interpret the electromagnetic field as nothing more as a "mash-up" of both the electric force and magnetic force that a test particle will feel at each point of space.

OK, but can you "touch" a field?

As a final note, I'll say the following; this question is more subject to discussion. Personally, I don't quite think about "touching" a field or it being "material"; I don't know how you're supposed to "touch" temperature.

The field represents the set of values for a quantity on a given space, and thus we arrive at your teacher's comment. In the classical physics sense that I've presented above, you can interpret the fields as "our way" of describing something that it's there, in a shorthand (a mathematical expression instead of a "spreadsheet of values"). In that case, I see the concept of field mixing up with the "thing" that it's representing. I won't debate that because I'm not sure I can explain better.

jbatista
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    This is a great answer, and explains how to think about fields as functions. But I think he was really just asking "What is the electromagnetic force, and why does it exist?". I think he is also asking "Why does the universe have four fundamental forces, and how do they work within space-time?" – ndbroadbent Dec 21 '16 at 20:03
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    And I think the real answer is that we don't really know, and we're still working on a grand unified theory to explain how everything works. We don't know if gravity and electromagnetism share some fundamental building blocks, and this is where you get into things like M-theory and Five-dimensional space. I just read that Einstein and Bergmann suggested that "electromagnetism resulted from a gravitational field that is “polarized” in the fifth dimension". – ndbroadbent Dec 21 '16 at 20:22
  • @ndbroadbent so what you are saying is that we don't understand what "attraction" really is? Meaning we are not sure if Gravity and Magnetic Field are similar or completely different? – FMaz008 Jan 16 '18 at 12:05
  • @FMaz008 I'm not an expert at all, so I might be completely wrong about fields. But I think we just don't really know why our universe exists, and why it has all of these specific constants, laws, space, time, and fields. We can deeply understand fields and make very accurate predictions about them, but no-one can really explain why they exist. We might discover all of the mathematical formulas and quantum mechanics behind fields, but we can't explain why the math works. – ndbroadbent Jan 16 '18 at 14:46
  • Your analogies are great for explaining fields as mathematical functions of space; however, there is a big difference between your first 2 examples and your third. The first two can directly be ascribed to physical objects with mass and momentum, mainly the movement of air particles. The electric field, however, seems (as we know up till now) to defy this, stretching across the empty nothingness of space and affecting charged particles with no sensible physical connection. However, the real question we should ask (and this is going more to the author) is what even... (continued next comment) – joshuaronis Aug 19 '18 at 00:32
  • ...makes something intuitive? @Dan you say you didn't want to continue with anything until you 'understood' the fundamentals. But from the sound of it you only (this may sound harsh, I'm really not trying to I'm just trying to get a point across) understand things that you can experience in your everyday life. You see things touch, and therefor feel like it makes sense for physical objects to exert a force but fields to simply be a mathematical construction to fit with the observed laws of physics. But, had you never seen one object touch another, had you floated in space for all your life... – joshuaronis Aug 19 '18 at 00:38
  • ...never seeing anything interact, the idea that an object may just pass right through another would seem just as intuitive. After all, you would've been floating through what you thought could be "something" for the entirety of your existence!! In fact, its interesting to think that the very fields which seem so unintuitive you are the very reason that matter does not pass through other matter, electric fields but at very, very close distances!! Were it not for these fields, if there were no fields at all, nothing would interact with anything, and there would be no such thing as a material... – joshuaronis Aug 19 '18 at 00:40
  • ...object to make a physical force seem more intuitive than a force at a distance by this imaginart"mathematical construct" called a field. Would a world without fields, were nothing interacts at all, be more intuitive than our own? Not at all! Fields are the foundations of our very universe, and intuition comes from accepting some axioms based on observation and working from there. I am a strong believer of allways understanding why as well, but as for why our universe is the way it is, that may one day be a question physics can answer, but it is not yet that day. – joshuaronis Aug 19 '18 at 00:45
  • Thanks @ndbroadbent although there's a ballance to be struck between being exhaustive on one hand and focusing on an idea on another. I chose the latter - and I was already veering into rambling. – jbatista Mar 17 '20 at 21:34
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    You "touch" temperature by measuring it. – Andrew Steane Apr 05 '20 at 12:17
  • 'you can interpret the fields as "our way" of describing something that it's there, in a shorthand (a mathematical expression instead of a "spreadsheet of values")' So Excel files are traveling from M31 to here at light speed? – my2cts Apr 05 '21 at 15:02
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From the way fields are actually used in physics and engineering, and consistent with the mathematical definition, fields are properties of any extended part of the universe with well-defined spatial boundaries. (The latter may be missing in case of infinitely extended objects, e.g., the universe as a whole - if it is infinitely extended.)

Causality is reflected in the fact (that makes physical predictions - and indeed life, which is based on the predictability of Nature - possible) that to a meaningful (and sometimes extremely high) accuracy, changes with time in the complete set of fields relevant for a particular application are determined by the current values of these fields.

Being properties of objects, fields cannot be touched but they can be sensed by appropriate sensors. In particular, several human senses probe properties of fields close the surface of the corresponding sensors:

  • Eyes for sensing oscillations of the electromagnetic field passing through the lense,
  • ears for (a) sensing oscillations of the pressure field of the air and (b) sensing the direction of the gravitational field,
  • the skin for sensing stress fields and temperature fields close to the body surface,
  • the tongue for sensing chemical concentration fields close to the surface of the tongue.

More specifically, a field is a numerical property of an extended part of the universe, which depends on points characterized by position and time (though the time dependence may be trivial). It is called a scalar, vector, tensor, operator field etc., depending on whether the numerical values at each point are scalars, vectors, tensors, operators, etc., and a real or complex field depending on whether these objects have real or complex coefficients.

Fields are the natural means to characterize numerically the detailed properties of extended macroscopic objects. This can be seen on a very elementary level. (It also applies to microscopic objects, but there the characterization is much more technical.)

All macroscopic objects possess a number of fields, most of them natural in the sense that all humans in our current technological culture experience in their daily life aspects of these fields either with their own sensors, or with technical gadgets known to be sensitive to these.

  • always a scalar mass density field telling how the mass of the object is distributed in space and changes with time,
  • in case of uneven composition such as rocks, concentration fields of the various chemical substances it contains.
  • in case of nonrigid objects such as fluids, a vector velocity field (or several for each chemical substance), describing the local velocity of the mass flow.
  • always a scalar temperature field telling how the temperature of the object is distributed in space and changes with time,
  • always a stress tensor field telling how the mechanical forces inside the object are distributed in space and changes with time.

  • in case of electrically active objects such as coils or capacitors, a scalar charge density field telling how the charge of the object is distributed in space and changes with time, and a vector current field describing the local velocity of the charge flow.

Not tangible objects such as the space between material objects also have space-time dependent properties, and hence associated fields, namely the (in nonrelativistic case scalar) gravitational field, the (vector) electric field and the (vector) magnetic field.

Hardly visible in everyday life, but very important in physics is an additional field, the (scalar) energy density field telling how the internal energy of the object is distributed in space and changes with time.

Additional fields are employed by physicists whenever the above fields are either not sufficient to give a complete description of the phenomenology they are interested in, or not sufficient to give a tractable theoretical description of the processes.

Causality is implemented by means of parabolic or hyperbolic differential equations relating the derivatives of the fields.

  • I thought the concept of field was introduced in physics to make sure that the interaction is local, is this the same as to implement causality? – Revo Mar 03 '12 at 19:46
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  • Fields were used long before such foundational concerns; already Euler used fields for his fluid equations. - Local interaction means precisely that dynamics is implemented by means of partial differential equations. - Causality means that information cannot flow backward in time and is an independent property: PDEs need not be causal, while many integro-differential equations are causal.
  • – Arnold Neumaier Mar 03 '12 at 20:07
  • I see. But can such non causal PDEs describe physical situations? – Revo Mar 03 '12 at 20:58
  • Of course not! That's why I had written in my answer ''parabolic or hyperbolic'', which typically gives a causal dynamics, though one needs additional technical conditions to prove it. – Arnold Neumaier Mar 03 '12 at 21:04