10 citations
- Bangor UniversityGB1 paper
- Buffalo State UniversityUS1 paper
- Forschungszentrum JülichDE1 paper
- Hasselt UniversityBE1 paper
- KTH Royal Institute of TechnologySE1 paper
- Microsoft (United States)US1 paper
- Pratt & Whitney (United States)1 paper
- RWTH Aachen UniversityDE1 paper
- University at Buffalo, State University of New YorkUS1 paper
- University of MichiganUS1 paper
- University of WarsawPL1 paper
9 papers
Prediction of Novel Li-AgII-F Compounds using Evolutionary Algorithms
Katarzyna Kuder, Wojciech Grochala
This work provides a theoretical exploration of the thermodynamic stability and magnetic behaviour of previously unknown ternary Li AgII F compounds. Convex-hull analysis shows tha…
Structural phase transitions and magnetic superexchange in MIAgIIF3 perovskites at high pressure
Łukasz Wolański, Marvin Metzelaars, Jan van Leusen +2
Pressure induced phase transitions of MIAgIIF3 perovskites where M = K, Rb, Cs, have been predicted theoretically for the first time for pressures up to 100 GPa. The sequence of ph…
Data-Driven Model Reduction for Multilinear Control Systems via Tensor Trains
Can Chen, Amit Surana, Anthony Bloch +1
In this paper, we explore the role of tensor algebra in balanced truncation (BT) based model reduction/identification for high-dimensional multilinear/linear time invariant systems…
Translation Insensitive CNNs
Ganesh Sundaramoorthi, Timothy E. Wang
We address the problem that state-of-the-art Convolution Neural Networks (CNN) classifiers are not invariant to small shifts. The problem can be solved by the removal of sub-sampli…
Environmental Effects on the Charge Transfer Properties of Graphene Quantum Dot Based Interfaces
Silvio Osella, Stefan Knippenberg
Graphene quantum dots (GQD) are interesting materials due to the confined sizes which allow to exploit their optoelectronic properties, especially when they interface with organic…
Implicit Context-aware Learning and Discovery for Streaming Data Analytics
Kin Gwn Lore, Kishore K. Reddy
The performance of machine learning model can be further improved if contextual cues are provided as input along with base features that are directly related to an inference task.…