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Yasuhiko Igarashi

university of tsukuba

21H-index
129Paper Count
1.4KCitation Count
Published Papers 32
Publication Date
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Anomaly detection of fermi surface morphology in Co2MnGaxGe1-x via interpretable machine learning
errScientific Reports
IF3.9
err2026-04-01
err0
errOAAI
errIshikawa, Daichi; Fuku, Kentaro; Miura, Yoshio; Igarashi, Yasuhiko; Iwasaki, Yuma; Sakuraba, Yuya; Yaji, Koichiro; Foggiatto, Alexandre Lira; Yamazaki, Takahiro; Nagamura, Naoka; Kotsugi, Masato
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Prediction of the phase transition temperatures of functional nanostructured liquid crystals: machine learning method based on small data for the design of self-assembled materials
errNanoscale
IF5.1
err2025-12-10
err0
PREAI
errShingo Takegawa; Haruka Tobita; Yasuhiko Igarashi; Yuya Oaki; Takashi Kato
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errSave
Networking autonomous material exploration systems through transfer learning
errnpj Computational Materials
IF11.9
err2025-12-09
err0
errOAAI
errNaoki Yoshida; Yutaro Iwabuchi; Yasuhiko Igarashi; Yuma Iwasaki
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errSave
Domain-specific simulated data enhances knife-mark noise suppression in microscopy images of materials
errMICROSCOPY
IF1.9
err2025-11-01
err0
PREAI
errSuzuki, Masato; Igarashi, Yasuhiko
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errSave
A Seafloor Pressure Sensor Effectiveness Evaluation in a Tsunami Height Estimation Model Using Gaussian Process Regression with Automatic Relevance Determination
errJOURNAL OF DISASTER RESEARCH
IF0.7
err2025-10-01
err0
PREAI
errIwabuchi, Yutaro; Baba, Toshitaka; Hori, Takane; Okada, Masato; Igarashi, Yasuhiko
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Estimation of 90Sr and 137Cs activity concentrations in Chornobyl wood: significance of factors and classical vs. machine learning methods
errJOURNAL OF ENVIRONMENTAL RADIOACTIVITY
IF2.1
err2025-10-01
err0
PREAI
errHoliaka, D.; Igarashi, Y.; Yoschenko, V.; Zadorozhniuk, R.; Levchuk, S.; Holiaka, M.; Kiva, O.; Smith, J. T.; Oughton, D. H.; Morozova, V.; Lesnik, O.; Chyzhevskyi, I.; Diachuk, P.; Kato, H.; Onda, Y.; Kashparov, V.
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Cover Feature: Performance Prediction Models with Improved Accuracy and Generalizability for Organic Cathode-Active Materials of Lithium-Ion Battery (Batteries & Supercaps 9/2025)
errBatteries & Supercaps
IF4.7
err2025-09-04
err0
errOAAI
errRika Yamamoto; Yasuhiko Igarashi; Hiroaki Imai; Taisei Sakata; Shuntaro Miyakawa; Shino Yoshizaki; Takaya Saito; Yuya Oaki
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Data-scientific validation of prediction models for the controlled syntheses of exfoliated nanosheets
errNanoscale Adv.
IF4.6
err2025-07-23
err0
errOAAI
errYuka Kitamura; Yuki Namiuchi; Hiroaki Imai; Yasuhiko Igarashi; Yuya Oaki
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errSave
Sparse coding-based multiframe superresolution for efficient synchrotron radiation microspectroscopy
errDiscover Nano
IF4.5
err2025-07-03
err0
errOAAI
errYasuhiko Igarashi; Naoka Nagamura; Masahiro Sekine; Hirokazu Fukidome; Hideitsu Hino; Masato Okada
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errSave
Performance Prediction Models with Improved Accuracy and Generalizability for Organic Cathode-Active Materials of Lithium-Ion Battery
errBatteries & Supercaps
IF4.7
err2025-05-28
err0
PREAI
errRika Yamamoto; Yasuhiko Igarashi; Hiroaki Imai; Taisei Sakata; Shuntaro Miyakawa; Shino Yoshizaki; Takaya Saito; Yuya Oaki
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Machine-learning-assisted prediction of the size of microgels prepared by aqueous precipitation polymerization
errCHEMICAL COMMUNICATIONS
IF4.2
err2024-01-01
err1
PREAI
errSuzuki, Daisuke; Minato, Haruka; Sato, Yuji; Namioka, Ryuji; Igarashi, Yasuhiko; Shibata, Risako; Oaki, Yuya
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errSave
Efficient design and synthesis of an amorphous conjugated polymer network for a metal-free electrocatalyst of hydrogen evolution reaction
errJOURNAL OF MATERIALS CHEMISTRY A
IF9.5
err2024-01-01
err2
PREAI
errHamada, Wakana; Hishida, Mafumi; Sugiura, Ryuto; Tobita, Haruka; Imai, Hiroaki; Igarashi, Yasuhiko; Oaki, Yuya
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errSave
Fluorine-Free Substrate-Independent Superhydrophobic Coatings by Nanoarchitectonics of Polydispersed 2D Materials
errBULLETIN OF THE CHEMICAL SOCIETY OF JAPAN
IF3.8
err2023-07-05
err16
PREAI
errHikichi, Ryota; Tokura, Yuki; Igarashi, Yasuhiko; Imai, Hiroaki; Oaki, Yuya
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Capacity-prediction models for organic anode-active materials of lithium-ion batteries: advances in predictors using small data
errENERGY ADVANCES
IF4.3
err2023-01-01
err2
errOAAI
errTobita, Haruka; Namiuchi, Yuki; Komura, Takumi; Imai, Hiroaki; Obinata, Koki; Okada, Masato; Igarashi, Yasuhiko; Oaki, Yuya
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Quantum circuit learning as a potential algorithm to predict experimental chemical properties
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err2
errOAAI
errHatakeyama-Sato, Kan; Igarashi, Yasuhiko; Kashikawa, Takahiro; Kimura, Koichi; Oyaizu, Kenichi
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errSave
Using GPT-4 in parameter selection of polymer informatics: improving predictive accuracy amidst data scarcity and 'Ugly Duckling' dilemma
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err8
errOAAI
errHatakeyama-Sato, Kan; Watanabe, Seigo; Yamane, Naoki; Igarashi, Yasuhiko; Oyaizu, Kenichi
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Data integration for multiple alkali metals in predicting coordination energies based on Bayesian inference
errSCIENCE AND TECHNOLOGY OF ADVANCED MATERIALS-METHODS
IF2.8
err2022-09-26
err3
errOAAI
errObinata, Koki; Nakayama, Tomofumi; Ishikawa, Atsushi; Sodeyama, Keitaro; Nagata, Kenji; Igarashi, Yasuhiko; Okada, Masato
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Numerical experiments on tsunami flow depth prediction for clustered areas using regression and machine learning models
errEARTH PLANETS AND SPACE
IF2.5
err2022-08-17
err8
errOAAI
errKamiya, Masato; Igarashi, Yasuhiko; Okada, Masato; Baba, Toshitaka
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A Capacity-Prediction Model for Exploration of Organic Anodes: Discovery of 5-Formylsalicylic Acid as a High-Performance Anode Active Material
errACS APPLIED ENERGY MATERIALS
IF5.5
err2022-07-06
err8
PREAI
errKomura, Takumi; Sakano, Kosuke; Igarashi, Yasuhiko; Numazawa, Hiromichi; Imai, Hiroaki; Oaki, Yuya
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Performance Predictors for Organic Cathodes of Lithium-Ion Battery
errACS APPLIED ENERGY MATERIALS
IF5.5
err2022-01-21
err14
PREAI
errSakano, Kosuke; Igarashi, Yasuhiko; Imai, Hiroaki; Miyakawa, Shuntaro; Saito, Takaya; Takayanagi, Yoshiki; Nishiyama, Koji; Oaki, Yuya
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Research Directions

No research directions
Co-authors
Cooperation Journals
H
Hiroaki Imai
H-index: 63 · Papers: 577
Y
Yuichi Onda
H-index: 58 · Papers: 680
Y
Yoshitaka Tateyama
H-index: 55 · Papers: 278
K
Kenichi Oyaizu
H-index: 52 · Papers: 409
Y
Yuya Oaki
H-index: 44 · Papers: 412
View more