IEEE

Delay-Adaptive Causal Markov Decision Processes Achieve Exponential Speedup in Real-Time Safety-Critical Control

Abstract: Traditional Markov Decision Process (MDP) formulations have exponential computational complexity that limits their use in real-time safety-critical systems. This paper introduces Causal ...
IEEE

HOPE: High-Order Polynomial Expansion of Black-Box Neural Networks

Abstract: Despite their remarkable performance, deep neural networks remain mostly “black boxes”, suggesting inexplicability and hindering their wide applications in fields requiring making rational ...
C&EN

Anharmonic Vibrational States of Solids from DFT Calculations. Part II: Implementation of the VSCF and VCI Methods

We note in passing that for those systems (such as water and Ice-XI) that belong to Abelian symmetry point groups, we factorize the VCI matrix into diagonal sub-blocks specific to distinct irreducible ...