284 citations
- Centre National de la Recherche ScientifiqueFR17 papers
- Western Digital (United States)US15 papers
- University of California San DiegoUS14 papers
- Institut Jean LamourFR10 papers
- New York UniversityUS10 papers
- University of California, IrvineUS10 papers
- Université de LorraineFR9 papers
- Cornell UniversityUS8 papers
- Stanford UniversityUS8 papers
- Hitachi (United Kingdom)GB7 papers
- Lawrence Berkeley National LaboratoryUS7 papers
- SLAC National Accelerator LaboratoryUS7 papers
5 papers · 1 filter
State-resolved ultrafast charge and spin dynamics in [Co/Pd] multilayers
Loïc Le Guyader, Daniel J. Higley, Matteo Pancaldi +17
We use transient absorption spectroscopy with circularly polarized x-rays to detect laser-excited hole states below the Fermi level and compare their dynamics with that of unoccupi…
Data-driven Residual Generation for Early Fault Detection with Limited Data
Hamed Khorasgani, Ahmed Farahat, Chetan Gupta
Traditionally, fault detection and isolation community has used system dynamic equations to generate diagnosers and to analyze detectability and isolability of the dynamic systems.…
One-parameter family of acquisition functions for efficient global optimization
Takuya Kanazawa
Bayesian optimization (BO) with Gaussian processes is a powerful methodology to optimize an expensive black-box function with as few function evaluations as possible. The expected…
CNN Model & Tuning for Global Road Damage Detection
Rahul Vishwakarma, Ravigopal Vennelakanti
This paper provides a report on our solution including model selection, tuning strategy and results obtained for Global Road Damage Detection Challenge. This Big Data Cup Challenge…
Deep Time Series Models for Scarce Data
Qiyao Wang, Ahmed Farahat, Chetan Gupta +1
Time series data have grown at an explosive rate in numerous domains and have stimulated a surge of time series modeling research. A comprehensive comparison of different time seri…