research
∙
08/11/2023
Enhancing Network Management Using Code Generated by Large Language Models
Analyzing network topologies and communication graphs plays a crucial ro...
share
research
∙
06/15/2023
Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science
An improved understanding of soil can enable more sustainable land-use p...
research
∙
03/28/2023
DBO: Response Time Fairness for Cloud-Hosted Financial Exchanges
In this paper, we consider the problem of hosting financial exchanges in...
research
∙
11/23/2022
SciAI4Industry – Solving PDEs for industry-scale problems with deep learning
Solving partial differential equations with deep learning makes it possi...
research
∙
11/11/2022
DeepG2P: Fusing Multi-Modal Data to Improve Crop Production
Agriculture is at the heart of the solution to achieve sustainability in...
research
∙
11/10/2022
Causal Modeling of Soil Processes for Improved Generalization
Measuring and monitoring soil organic carbon is critical for agricultura...
research
∙
11/01/2022
Machine learning can guide experimental approaches for protein digestibility estimations
Food protein digestibility and bioavailability are critical aspects in a...
research
∙
04/04/2022
Towards Large-Scale Learned Solvers for Parametric PDEs with Model-Parallel Fourier Neural Operators
Fourier neural operators (FNOs) are a recently introduced neural network...
research
∙
02/02/2022
FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations
Large-scale deployments of low Earth orbit (LEO) satellites collect mass...
research
∙
09/10/2021
No Size Fits All: Automated Radio Configuration for LPWANs
Low power long-range networks like LoRa have become increasingly mainstr...
research
∙
06/15/2021
Seeing Through Clouds in Satellite Images
This paper presents a neural-network-based solution to recover pixels oc...
research
∙
01/21/2020
Artificial Intelligence for Digital Agriculture at Scale: Techniques, Policies, and Challenges
Digital agriculture has the promise to transform agricultural throughput...
research
∙
08/10/2018
VeriFi: Model-Driven Runtime Verification Framework for Wireless Protocol Implementations
Validating wireless protocol implementations is challenging. Today's app...
research
∙
08/04/2018
