IGARASHI Yasuhiko
- Articles
- Semiautomated experiment with a robotic system and data generation by foundation models for synthesis of polyamic acid particles
Hatakeyama-Sato Kan; Ishikawa Hiroki; Takaishi Shinya; ...
POLYMER JOURNAL/Epub, 2024-07-01 - Efficient design and synthesis of an amorphous conjugated polymer network for a metal-free electrocatalyst of hydrogen evolution reaction
Hamada Wakana; Hishida Mafumi; Sugiura Ryuto; Tobita ...
JOURNAL OF MATERIALS CHEMISTRY A/12(6), 2024-02-06 - Data integration for multiple alkali metals in predicting coordination energies based on Bayesian inference
Igarashi Yasuhiko; Obinata Koki; Nakayama Tomofumi; Is...
Science and Technology of Advanced Materials: Methods/Volume 2. 2022(Issue 1)/pp.355-364, 2022-09 - Development of prediction model for cloud point of thermo-responsive polymers by experiment-oriented materials informatics
Igarashi Yasuhiko
Journal of Polymer Science : Part A : Polymer Chemistry/Volume 14(Issue 19)/pp.2383-2389, 2023-03 - Prompt engineering of GPT-4 for chemical research: what can/cannot be done?
五十嵐 康彦
Science and Technology of Advanced Materials:Methods/Volume 3. 2023(Issue 1), 2023-10 - Quantum circuit learning as a potential algorithm to predict experimental chemical properties
Hatakeyama-Sato Kan; Igarashi Yasuhiko; Kashikawa Taka...
DIGITAL DISCOVERY/2(1)/pp.165-176, 2023-02-13 - Using GPT-4 in Parameter Selection of Materials Informatics: Improving Predictive Accuracy Amidst Data Scarcity and'Ugly Duckling'Dilemma
Hatakeyama-Sato Kan; Watanabe Seigo; Yamane Naoki; Iga...
DIGITAL DISCOVERY/2(5)/pp.1548-1557, 2023-10 - Prompt engineering of GPT-4 for chemical research: what can/cannot be done?
Hatakeyama-Sato Kan; Yamane Naoki; Igarashi Yasuhiko; ...
Science and Technology of Advanced Materials: Methods/3(1), 2023-10 - Analysis of Magnetization Reversal Process of Non-Oriented Electromagnetic Steel Sheet by Extended Landau Free Energy Model
Taniwaki Michiki; Alexandre Foggiatto Lira; Mitsumata ...
IEEE, 2023-09 - Visualization of the Magnetostriction Mechanism in Fe-Ga Alloy Single Crystal Using Dimensionality Reduction Techniques
Alexandre Lira Foggiatto; Yuta Mizutori; Takahiro Yamaza...
IEEE TRANSACTIONS ON MAGNETICS/59(11), 2023-09 - Fluorine-Free Substrate-Independent Superhydrophobic Coatings by Nanoarchitectonics of Polydispersed 2D Materials
Hikichi Ryota; Tokura Yuki; Igarashi Yasuhiko; Imai H...
BULLETIN OF THE CHEMICAL SOCIETY OF JAPAN/96(8)/pp.766-774, 2023-08 - Capacity-prediction models for organic anode-active materials of lithium-ion batteries: advances in predictors using small data
Tobita Haruka; Namiuchi Yuki; Komura Takumi; Imai Hir...
ENERGY ADVANCES/2(7)/pp.1014-1021, 2023-05 - Development of prediction model for cloud point of thermo-responsive polymers by experiment-oriented materials informatics
Hayakawa Mai; Sakano Kosuke; Kumada Rei; Tobita Haruk...
Polymer Chemistry/14(19)/pp.2383-2389, 2023-04 - Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization
Iwasaki Yuma; Jaekyun Hwang; Sakuraba Yuya; Kotsugi M...
Science and Technology of Advanced Materials: Methods/2(1)/pp.365-371, 2022-12 - Data integration for multiple alkali metals in predicting coordination energies based on Bayesian inference
Obinata Koki; Nakayama Tomofumi; Ishikawa Atsushi; Sod...
Science and Technology of Advanced Materials: Methods/2(1)/pp.355-364, 2022-12 - Numerical experiments on tsunami flow depth prediction for clustered areas using regression and machine learning models
Kamiya Masato; Igarashi Yasuhiko; Okada Masato; Baba ...
EARTH PLANETS AND SPACE/74(1), 2022-08 - A Capacity-Prediction Model for Exploration of Organic Anodes: Discovery of 5-Formylsalicylic Acid as a High-Performance Anode Active Material
Komura Takumi; Sakano Kosuke; Igarashi Yasuhiko; Numaz...
ACS APPLIED ENERGY MATERIALS/Epub, 2022-07 - Quantum circuit learning to predict experimental chemical properties
Hatakeyama-Sato Kan; Igarashi Yasuhiko; Kashikawa Taka...
Digital Discovery/2/pp.165-176, 2022-05 - Performance Predictors for Organic Cathodes of Lithium-Ion Battery
Sakano Kosuke; Igarashi Yasuhiko; Imai Hiroaki; Miyaka...
ACS APPLIED ENERGY MATERIALS/5(2)/pp.2074-2082, 2022-02 - Sparse modeling for small data: case studies in controlled synthesis of 2D materials
Haraguchi Y.; Igarashi Yasuhiko; Imai H.; Oaki Y.
Digital Discovery/1(1)/pp.26-34, 2021-12 - Bayesian sparse modeling of extended x-ray absorption fine structure to determine interstitial oxygen positions in yttrium oxyhydride epitaxial thin film
Kumazoe Hiroyuki; Igarashi Yasuhiko; Iesari Fabio; Shi...
AIP ADVANCES/11(12), 2021-12 - Complex energies of the coherent longitudinal optical phonon-plasmon coupled mode according to dynamic mode decomposition analysis
Sakata Itsushi; Sakata Takuya; Mizoguchi Kohji; Tanaka...
SCIENTIFIC REPORTS/11(1), 2021-11 - Materials Informatics for 2D Materials Combined with Sparse Modeling and Chemical Perspective: Toward Small-Data-Driven Chemistry and Materials Science
Oaki Yuya; Igarashi Yasuhiko
BULLETIN OF THE CHEMICAL SOCIETY OF JAPAN/94(10)/pp.2410-2422, 2021-10 - Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks
Asanuma Haruka; Takagi Shiro; Nagano Yoshihiro; Yoshid...
JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN/90(10), 2021-10 - Size-Distribution Control of Exfoliated Nanosheets Assisted by Machine Learning: Small-Data-Driven Materials Science Using Sparse Modeling
Haraguchi Yuri; Igarashi Yasuhiko; Imai Hiroaki; Oaki ...
ADVANCED THEORY AND SIMULATIONS/4(10), 2021-10 - more...
- Semiautomated experiment with a robotic system and data generation by foundation models for synthesis of polyamic acid particles