- #106
Will Flannery
- 122
- 36
"Regarding simulation: time should not be wasted in core physics classes on simulations."
If we step back a minute, what is physics? Ans: creating mathematical models of physical systems and analyzing the model to be able to predict how the physical system performs.
In classical physics, the models are sets of differential equations. and ideally the model is analyzed by solving the differential equations. Given the solution, we can predict how the real system will perform.
However, the differential equation models of most physical systems are not analytically solvable. Thus, we read in 'Deep Learning for Teaching Physics to Computers' (satirical but accurate) by former AJP Editor R. Price "At Crenshaw-Mellon University,9 in fact, simple computer programs have been developed to recognize and solve the dry-sliding-friction-block-on-tilted-plane, ballistics, and pendulum problems that constitute almost all of university physics."
What are the goals of simulation? The goal of a simulation of a physical system is predicting how the real system performs. What does a simulation start with? It starts with a differential equation models of the system. So, the goals of the classical analysis of a physical system and the simulation of the system are the same. The difference is that simulation can be used to analyze analytically unsolvable systems. That is why computational calculus, i.e. simulation, has been the norm for the analysis of physical systems since the mid-20th century.
If we step back a minute, what is physics? Ans: creating mathematical models of physical systems and analyzing the model to be able to predict how the physical system performs.
In classical physics, the models are sets of differential equations. and ideally the model is analyzed by solving the differential equations. Given the solution, we can predict how the real system will perform.
However, the differential equation models of most physical systems are not analytically solvable. Thus, we read in 'Deep Learning for Teaching Physics to Computers' (satirical but accurate) by former AJP Editor R. Price "At Crenshaw-Mellon University,9 in fact, simple computer programs have been developed to recognize and solve the dry-sliding-friction-block-on-tilted-plane, ballistics, and pendulum problems that constitute almost all of university physics."
What are the goals of simulation? The goal of a simulation of a physical system is predicting how the real system performs. What does a simulation start with? It starts with a differential equation models of the system. So, the goals of the classical analysis of a physical system and the simulation of the system are the same. The difference is that simulation can be used to analyze analytically unsolvable systems. That is why computational calculus, i.e. simulation, has been the norm for the analysis of physical systems since the mid-20th century.