Jake A. Smith

SimPoly: Simulation of polymers with machine learning force fields derived from first principles

Polymers are a versatile class of materials with widespread industrial applications. Advanced computational tools could revolutionize their design, but the complex, multi-scale nature of polymers poses significant modeling challenges. Classical force fields often lack the accurac...