IEEE

Enhancing ACPF Analysis: Integrating Newton-Raphson Method With Gradient Descent and Computational Graphs

Abstract: This paper presents a new method for enhancing Alternating Current Power Flow (ACPF) analysis. The method integrates the Newton-Raphson (NR) method with Enhanced-Gradient Descent (GD) and ...
Nature

Zoology articles from across Nature Portfolio

Zoology is the scientific study of animals. This discipline can include animal anatomy, physiology, biochemistry, genetics, evolution, ecology, behaviour and conservation. Remembering the life and ...
IEEE

Nonlinearity-Kept Picard-Newton's Method-Based Ascending Trajectory Planning for Single-Stage-To-Orbit Aerospace Plane With Combined-Cycle Propulsion

Abstract: This paper addresses the problem of ascending trajectory planning for single-stage-to-orbit aerospace planes equipped with combined-cycle propulsion. By utilizing a nonlinearity-kept ...
GitHub

Parallelizing MCMC across the Sequence Length

Then install JAX via the instructions here. The algorithms should be run on GPU to achieve efficiency gains. However, the code is supported on CPU for testing and investigation. We have tested the ...
GitHub

Adaptive Parallel Decoding (APD)

The generation speed of LLMs are bottlenecked by autoregressive decoding, where tokens are predicted sequentially one by one. Alternatively, diffusion large language models (dLLMs) theoretically allow ...