30 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Università di CamerinoIT3 papers
- Collaborative Innovation Center of Chemistry for Energy MaterialsCN2 papers
- Tan Kah Kee Innovation LaboratoryCN2 papers
- Xiamen UniversityCN2 papers
- Aalto UniversityFI1 paper
- Babol University of Medical SciencesIR1 paper
- Chinese Academy of SciencesCN1 paper
- Dalian Institute of Chemical PhysicsCN1 paper
- Delft University of TechnologyNL1 paper
- Faculty of DesignSI1 paper
- Fermi National Accelerator LaboratoryUS1 paper
- Institute of Catalysis and PetrochemistryRU1 paper
11 papers
Optimal Condition for Initialization Variance in Deep Neural Networks: An SGD Dynamics Perspective
Hiroshi Horii, Sothea Has
Stochastic gradient descent (SGD), one of the most fundamental optimization algorithms in machine learning (ML), can be recast through a continuous-time approximation as a Fokker-P…
Machine Learning Accelerated Computational Surface-Specific Vibrational Spectroscopy Reveals Oxidation Level of Graphene in Contact with Water
Xianglong Du, Jun Cheng, Fujie Tang
Precise characterization of the graphene/water interface has been hindered by experimental inconsistencies and limited molecular-level access to interfacial structures. In this wor…
Mechanical characterization of a membrane with an on-chip loss shield in a cryogenic environment
Francesco Marzioni, Riccardo Natali, Michele Bonaldi +9
The quantum transduction of an rf/microwave signal to the optical domain, and vice versa, paves the way for technologies that exploit the advantages of each domain to perform quant…
Decoding the Competing Effects of Dynamic Solvation Structures on Nuclear Magnetic Resonance Chemical Shifts of Battery Electrolytes via Machine Learning
Qi You, Yan Sun, Feng Wang +2
Understanding the solvation structure of electrolytes is critical for optimizing the electrochemical performance of rechargeable batteries, as it directly influences properties suc…
A Survey on Importance of Homophones Spelling Correction Model for Khmer Authors
Seanghort Born, Madeth May, Claudine Piau-Toffolon +1
Homophones present a significant challenge to authors in any languages due to their similarities of pronunciations but different meanings and spellings. This issue is particularly…
Khmer Semantic Search Engine (KSE): Digital Information Access and Document Retrieval
Nimol Thuon
The search engine process is crucial for document content retrieval. For Khmer documents, an effective tool is needed to extract essential keywords and facilitate accurate searches…
KSW: Khmer Stop Word based Dictionary for Keyword Extraction
Nimol Thuon, Wangrui Zhang, Sada Thuon
This paper introduces KSW, a Khmer-specific approach to keyword extraction that leverages a specialized stop word dictionary. Due to the limited availability of natural language pr…
Enhancement of the optomechanical coupling and Kerr nonlinearity using the Josephson Capacitance of Cooper-pair box
Mohammad Tasnimul Haque, Juuso Manninen, David Vitali +1
We propose a scheme for enhancing the optomechanical coupling between microwave and mechanical resonators by up to seven orders of magnitude to the ultrastrong coupling limit in a…
A Graph Grammar for Modelling RNA Folding
Adane Letta Mamuye, Emanuela Merelli, Luca Tesei
We propose a new approach for modelling the process of RNA folding as a graph transformation guided by the global value of free energy. Since the folding process evolves towards a…
Model-Based Calibration of Filter Imperfections in the Random Demodulator for Compressive Sensing
Pawel Jerzy Pankiewicz, Thomas Arildsen, Torben Larsen
The random demodulator is a recent compressive sensing architecture providing efficient sub-Nyquist sampling of sparse band-limited signals. The compressive sensing paradigm requir…
Early and Late-time Cosmic Acceleration in Non-minimal Yang-Mills- Gravity
A. Banijamali, B. Fazlpour
In this paper we show that power-law inflation can be realized in non-minimal gravitational coupling of Yang-Mills field with a general function of the Gauss-Bonnet invariant in th…