Search Results for author: David Meyer

Found 9 papers, 4 papers with code

Machine Learning Emulation of 3D Cloud Radiative Effects

no code implementations22 Mar 2021 David Meyer, Robin J. Hogan, Peter D. Dueben, Shannon L. Mason

The treatment of cloud structure in numerical weather and climate models is often greatly simplified to make them computationally affordable.

BIG-bench Machine Learning

Mapper Based Classifier

2 code implementations17 Oct 2019 Jacek Cyranka, Alexander Georges, David Meyer

We propose a classifier based on applying the Mapper algorithm to data projected onto a latent space.

Topological Data Analysis

Spatio-Temporal Deep Learning Models for Tip Force Estimation During Needle Insertion

no code implementations22 May 2019 Nils Gessert, Torben Priegnitz, Thore Saathoff, Sven-Thomas Antoni, David Meyer, Moritz Franz Hamann, Klaus-Peter Jünemann, Christoph Otte, Alexander Schlaefer

Our novel convGRU-CNN architecture results in the lowest mean absolute error of 1. 59 +- 1. 3 mN and a cross-correlation coefficient of 0. 9997, and clearly outperforms the other methods.

Knowledge-Defined Networking

1 code implementation20 Jun 2016 Albert Mestres, Alberto Rodriguez-Natal, Josep Carner, Pere Barlet-Ros, Eduard Alarcón, Marc Solé, Victor Muntés, David Meyer, Sharon Barkai, Mike J Hibbett, Giovani Estrada, Khaldun Ma`ruf, Florin Coras, Vina Ermagan, Hugo Latapie, Chris Cassar, John Evans, Fabio Maino, Jean Walrand, Albert Cabellos

In this paper, we explore the reasons for the lack of adoption and posit that the rise of two recent paradigms: Software-Defined Networking (SDN) and Network Analytics (NA), will facilitate the adoption of AI techniques in the context of network operation and control.

Networking and Internet Architecture

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