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You can use simulators. However the problem is that if you're for example running material science experiments, those simulations will consume a lot of compute
by numbers_guy 2mo ago
You can use simulators. However the problem is that if you're for example running material science experiments, those simulations will consume a lot of compute and take weeks, so spamming different approaches in the way an agent tends to work might not work quite as well.
- danielmarkbruce 2mo agoBuilding "simulators" that use ML/AI instead of running the calculations every step is a thing.
- arbll 2mo agoThrow the research loop at the simulator first then
- atty 2mo agoWork for a manufacturing company, and we spend a lot of time creating surrogate models for physical simulations. Huge speed ups, 100-1000x possible. You end up still using the “real” simulation for validation, but you can run orders of magnitude more simulations for early design and refinement first.