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cs.LG2026
Adaptive Interaction Graphs for Particle Simulation
Aiden Zhou
Learned particle simulators based on graph neural networks achieve strong one-step accuracy, but errors compound over long horizons. An underexplored variable is the interaction gr…
cs.LG2025
Forecasting MBTA Transit Dynamics: A Performance Benchmarking of Statistical and Machine Learning Models
Sai Siddharth Nalamalpu, Kaining Yuan, Aiden Zhou +1
The Massachusetts Bay Transportation Authority (MBTA) is the main public transit provider in Boston, operating multiple means of transport, including trains, subways, and buses. Ho…