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
4 papers · 1 filter
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…