3 papers
math.OC2025
Hybrid Powertrain Optimization for Regional Aircraft Integrating Hydrogen Fuel Cells and Aluminum Air Batteries
Harshal Kaushik, Ali Mahboub Rad, Korebami Adebajo +4
With the increasing demand for air travel and the urgency to reduce emissions, transitioning from fossil fuel-based propulsion systems is a critical step toward sustainable aviatio…
cs.AR2025
N-TORC: Native Tensor Optimizer for Real-time Constraints
Suyash Vardhan Singh, Iftakhar Ahmad, David Andrews +3
Compared to overlay-based tensor architectures like VTA or Gemmini, compilers that directly translate machine learning models into a dataflow architecture as HLS code, such as HLS4…
cs.AR2023
Accelerating LSTM-based High-Rate Dynamic System Models
Ehsan Kabir, Daniel Coble, Joud N. Satme +4
In this paper, we evaluate the use of a trained Long Short-Term Memory (LSTM) network as a surrogate for a Euler-Bernoulli beam model, and then we describe and characterize an FPGA…