Thomas Daniel

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 7

Top Topics

Latent Class Models

Feature Selection

Cluster Analysis

Unsupervised Learning

Top Venues

J. Comput. Phys.

Adv. Model. Simul. Eng. Sci.

PLoS Comput. Biol.

Publications

Thomas Daniel, Fabien Casenave, Nissrine Akkari, Ali Ketata, David Ryckelynck
Physics-informed cluster analysis and a priori efficiency criterion for the construction of local reduced-order bases. J. Comput. Phys. 458 (2022)
Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck
Data augmentation and feature selection for automatic model recommendation in computational physics. CoRR (2021)
Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck, Christian Rey
Uncertainty quantification for industrial design using dictionaries of reduced order models. CoRR (2021)
Thomas Daniel, Ali Ketata, Fabien Casenave, David Ryckelynck
Physics-informed cluster analysis and a priori efficiency criterion for the construction of local reduced-order bases. CoRR (2021)
Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck
Optimal piecewise linear data compression for solutions of parametrized partial differential equations. CoRR (2021)
Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck
Model order reduction assisted by deep neural networks (ROM-net). Adv. Model. Simul. Eng. Sci. 7 (1) (2020)
Henghui Zhu, Hao Liu, Armin Ataei, Yonatan Munk, Thomas Daniel, Ioannis Ch. Paschalidis
Learning from animals: How to Navigate Complex Terrains. PLoS Comput. Biol. 16 (1) (2020)
Daniel J. Yeager, Fan Zhang, Azin Zarrasvand, Nicole T. George, Thomas Daniel, Brian P. Otis
A 9 μ A, Addressable Gen2 Sensor Tag for Biosignal Acquisition. IEEE J. Solid State Circuits 45 (10) (2010)
Rob A. Rutenbar, Max Baron, Thomas Daniel, Rajeev Jayaraman, Zvi Or-Bach, Jonathan Rose, Carl Sechen
Panel: (When) Will FPGAs Kill ASICs? DAC (2001)