I am a high schooler with a deep interest in mathematics, which is why I have self-studied Linear Algebra and have begun my self-study in Differential Equations. As I am a man who likes to plan ahead, I'm pondering what field of mathematics to plunge into once I've finished DE's. I am thinking of Abstract Algebra: it has always sounded mystical and intruiging to me for some reason. I have a couple of questions regarding AA:
What exactly is Abstract Algebra? What does it study? Please use your own definition, no wikipedia definition please.
What are its applications? Does it have a use for example in physics or chemistry, or is it as abstract as its name suggests?
Would it be a logical step for a high schooler to self-study abstract algebra after studying LA and DE's, or is there a field of (post-high school) math 'better' or more useful to study prior to abstract algebra?
What are some good books, pdfs, open courseware etc. on abstract algebra? links and names please.
Yes, abstract algebra is a logical next step for you, presuming that you have developed an appropriate level of mathematical maturity from your study of linear algebra and differential equations (e.g. if your textbooks taught theory more than computation).
It is difficult to define abstract algebra in a short MSE answer. But one essential point deserves wider emphasis: from an algebraic perspective it's crucial to forget about any internal structure possessed by the elements of the structure. Such internal structure is an artefact of the particular construction employed. Such representational information is not an essential algebraic property. It matters not whether the elements are represented by sets or not, or by sequences, matrices, functions, differential or difference operators, etc. Instead, what matters are how the elements are related to one another under the operations of the structure. Thus the isomorphism type of a ring depends only upon its additive and multiplicative structure. Rings with the same addition and multiplication tables are isomorphic, independent of whatever 'names', representations or other internal structure the elements might possess. Andy Magid emphasizes this nicely in his Monthly review of Jacobson's classic textbook Basic Algebra I. Here is an excerpt:
Thus abstract algebra teaches a sort of structural abstraction, which is ubiquitous in mathematics and its applications. For example, you ask if algebra has applications in physics and chemistry. One of the subjects of algebra is a general study of symmetry by way of group theory. In chemistry this applies to crystals via the study of crystallographic groups, and in physics the Lie symmetry groups of partial differential equations play fundamental roles, e.g, governing conservation laws and separation of variables. And, despite Hardy's speculations to the contrary, even very "pure" fields of algebra like number theory have found important applications (cryptography, coding theory, etc). Also algebraic geometry has many interesting applications (e.g. in robotics and control systems), especially using effective constructive techniques such as Grobner bases. These are only a few of numerous physical applications.