Robust Design
11 papers with code • 0 benchmarks • 0 datasets
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Lightweight Geometric Deep Learning for Molecular Modelling in Catalyst Discovery
New technology for energy storage is necessary for the large-scale adoption of renewable energy sources like wind and solar.
Targeted Variance Reduction: Robust Bayesian Optimization of Black-Box Simulators with Noise Parameters
In such applications, the simulator often takes the form $f(\mathbf{x},\boldsymbol{\theta})$, where $\boldsymbol{\theta}$ are parameters that are uncertain in practice.
Sensing-assisted Robust SWIPT for Mobile Energy Harvesting Receivers
Simultaneous wireless information and power transfer (SWIPT) has been proposed to offer communication services and transfer power to the energy harvesting receiver (EHR) concurrently.
Robust Symbol-Level Precoding for Massive MIMO Communication Under Channel Aging
With the signal model in the presence of channel aging, we formulate the signal-to-noise-plus-interference ratio (SINR) balancing and minimum mean square error (MMSE) problems for robust SLP design.
Fabrication uncertainty guided design optimization of a photonic crystal cavity by using Gaussian processes
We apply the presented approach to the robust optimization of the Purcell enhancement of a photonic crystal nanobeam cavity.
Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing
This paper explores opportunities and challenges of task (goal)-oriented and semantic communications for next-generation (NextG) communication networks through the integration of multi-task learning.
Joint Source-Channel Coding for Channel-Adaptive Digital Semantic Communications
In semantic communication systems with digital modulation and demodulation, robust design of JSCC encoder and decoder becomes challenging not only due to the unpredictable dynamics of channel conditions but also due to diverse modulation orders.
Robust Computation Offloading and Trajectory Optimization for Multi-UAV-Assisted MEC: A Multi-Agent DRL Approach
For multiple Unmanned-Aerial-Vehicles (UAVs) assisted Mobile Edge Computing (MEC) networks, we study the problem of combined computation and communication for user equipments deployed with multi-type tasks.
Robust Beamforming for IRS Aided MIMO Full Duplex Systems
We also analyze the achievable WSR of an IRS-assisted FD with imperfect CSI, for which the lower and the upper bounds are derived.
Launcher Attitude Control based on Incremental Nonlinear Dynamic Inversion: A Feasibility Study Towards Fast and Robust Design Approaches
The so-called ``New Space era'' has seen a disruptive change in the business models and manufacturing technologies of launch vehicle companies.