The quantum mechanics approach is to get a good idea about what happens for everything under a certain energy level.

They keep building bigger machines to fill out the parts that don't have a definition yet.

Anything that specifies what happens at the next band of energy levels is a success, whether it yields new particles, or rules them out at that energy level.

There's some destination of approaching the most energy dense states like describing the mechanics that were active during the big bang period