Search Results for author: Yuta Suzuki

Found 4 papers, 1 papers with code

Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding

no code implementations18 Mar 2024 Tatsunori Taniai, Ryo Igarashi, Yuta Suzuki, Naoya Chiba, Kotaro Saito, Yoshitaka Ushiku, Kanta Ono

Predicting physical properties of materials from their crystal structures is a fundamental problem in materials science.

Neural Structure Fields with Application to Crystal Structure Autoencoders

1 code implementation8 Dec 2022 Naoya Chiba, Yuta Suzuki, Tatsunori Taniai, Ryo Igarashi, Yoshitaka Ushiku, Kotaro Saito, Kanta Ono

We propose neural structure fields (NeSF) as an accurate and practical approach for representing crystal structures using neural networks.

Heart Rate Variability as a Predictive Biomarker of Thermal Comfort

no code implementations16 May 2020 Kizito Nkurikiyeyezu, Yuta Suzuki, Guillaume Lopez

We observed that HRV is distinctively different depending on the thermal environment and that it is possible to reliably predict each subject's thermal state (cold, neutral, and hot) with up to 93. 7% accuracy.

Heart Rate Variability

Heart Rate Variability as an Indicator of Thermal Comfort State

no code implementations18 Feb 2020 Kizito Nkurikiyeyezu, Yuta Suzuki, Yoshito Tobe, Guillaume Lopez, Kiyoshi Itao

We observed that HRV is distinctively altered depending on the thermal environment and that it is possible to steadfastly predict each subject's thermal environment (cold, neutral, and hot) with up to a 93. 7% prediction accuracy.

Heart Rate Variability

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