In knot theory, mathematical techniques like algebraic invariants (e.g., the Jones polynomial), geometric methods (such as Reidemeister moves), and topological concepts (like Seifert surfaces) are used to study and classify knots. These tools allow mathematicians to distinguish between different knots and understand their properties.