Kanta Ono

Orcid: 0000-0002-3285-9093

According to our database1, Kanta Ono authored at least 11 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Robotic Powder Grinding with Audio-Visual Feedback for Laboratory Automation in Materials Science.
IROS, 2023

2022
Self-supervised learning of materials concepts from crystal structures via deep neural networks.
Mach. Learn. Sci. Technol., December, 2022

ARTS: autonomous research topic selection system using word embeddings and network analysis.
Mach. Learn. Sci. Technol., 2022

Neural Structure Fields with Application to Crystal Structure Autoencoders.
CoRR, 2022

Robotic Powder Grinding with a Soft Jig for Laboratory Automation in Material Science.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021
Bayesian-Inference-based Inverse Estimation of Small Angle Scattering.
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020
EM-algorithm Enpowers Material Science: Application of Inverse Estimation for Small Angle Scattering.
Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, 2020

2019
Early-Stopping of Scattering Pattern Observation with Bayesian Modeling.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2016
Implementation of low communication frequency 3D FFT algorithm for ultra-large-scale micromagnetics simulation.
Comput. Phys. Commun., 2016

2011
Direct metallographic analysis of an iron meteorite using hard x-ray photoelectron emission microscopy.
IBM J. Res. Dev., 2011


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