Machine Learning: A Route to High Accuracy Simulation of Complex Reacting Systems
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore a virtual seminar on machine learning applications for high-accuracy simulations of complex reacting systems. Delve into the challenges of simulating chemistry-driven evolution in multiscale systems and discover how machine-learned interatomic models, particularly CHIMES, offer innovative solutions. Learn about CHIMES' capabilities, including rapid tuning of existing models through "delta learning" and its versatility in handling complex problems. Investigate the application of these techniques in understanding shockwave-driven nanocarbon synthesis and their potential for simulating large systems where quantum mechanics predictions fall short.