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Study of Ultra High Temperature Fracture of Functionally Graded Material by Neural Network

Research Project

Project/Area Number 07650107
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Materials/Mechanics of materials
Research InstitutionKyushu Institute of Technology

Principal Investigator

NAKAGAKI Michihiko  Kyushu Institute of Technology, Department of Mechanical System Engineering Professor, 情報工学部, 教授 (90207720)

Co-Investigator(Kenkyū-buntansha) HAGIHARA Seiya  Kyushu Institute of Technology, Department of Mechanical System Engineering, Ass, 情報工学部, 助手 (80198647)
HORIE Tomoyoshi  Kyushu Institute of Technology, Department of Mechanical System Engineering, Ass, 情報工学部, 助教授 (40229224)
Project Period (FY) 1995 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥2,600,000 (Direct Cost: ¥2,600,000)
Fiscal Year 1996: ¥300,000 (Direct Cost: ¥300,000)
Fiscal Year 1995: ¥2,300,000 (Direct Cost: ¥2,300,000)
Keywordsparticle dispersed composite / functionally graded material / neural network / fuzzy inference / thermal fracture / homogenization method / equivalent inclusion method / meso-mechanics analysis / 破壊 / 熱応力 / 粒子分散モデル / セラミック / 有限要素法 / 熱衝撃
Research Abstract

Composite material has a complicated microscopic material constituent, where the material inhomogeneity generates a high stress concentration at the interface. Nonlinear phenomena, therefore, such as plastic flow, delamination, cracking, damage, etc. might occur in the micromechanical area. When the volume fraction of the inclusions is high, the interaction between the inclusions promotes the phenomena, which would reflect to the macromechanical performance of the composite. In this research, the objective is set to the thorough investigation of the micromechanical phenomenon, upon which the most reliable constitutive mode is developed over the nonlinear loading range of composite materials including a functionally graded material (FGM). The effort of this work is focused on the three subjects : a mesomechanics analysis by a finite element method and neural network generalization ; application of homogenization method to the meso-domain of the composite, and a theoretical development o … More f the constitutive law by using equivalent inclusion method.
(1) A neural network procedure was developed to computationally build a constitutive law for nonlinear composite materials. A particle dispersed composite pattern was modeled by the finite element method, generating discrete nonlinear tensile data with a temperature and a volume fraction as parameters. The data were fed to the neural network to optimize the network parameters for the thermo-mechanical constitutive behavior of the composite. Although this method requires the preparation of the instructive data, it provides a fast process for nonlinear composites even for the varying volume fraction such as in the FGM.An application was made to the fracture evaluation of the thermally shocked FGM plate with an edge crack that dynamically propagates in the graded medium. The procedure uses fuzzy inference technique at the intermediate grade to average the neuro-deduced material characteristics of the ceramics base and the metal base.
(2) The homogenization method is most suited to computationally describe the constitutive tensor for arbitrary composite patterns. In the present, the development of the constitutive law was attempted for the particle dispersed composite where the matrix locally undergoes a plastic deformation or a damage, which is caused by the stress interaction between particles. An advatage of this method is in that the micromechanical phenomena can be monitored as well as the macromechanical characteristic is obtained. However, the computational process takes too much time, especially for the nonlinear problem, for practical use.
(3) The reason for the development of the above two method is to circumvent the difficulty of totally theoretical development of the constitutive model for the nonlinear composite. However, an attempt was made to build a constitutive model for a composite with ellipsoidal inclusions. The most of the existing models use Mori-Tanaka's mean field theory, but the applicability of the model is limited to a narrow band of the material rigidity ratio of the matrix and the inclusion, and to the low volume fraction. On the other hand, the present model is valid and has a good accuracy over the entire range of the rigidity ratio and the volume fraction. Also the developed model was expanded to the elastoplastic regime by using a stochastic approach to the distributed plastictiy. The model was applied to a thermal shock fracture problem of the functionally graded material. Another application was made to the phase transforming problem, and showed the significance of the mixing law in the constitutive modeling for the shape memory alloy and the plasticity induced phase transformation phenomena. Less

Report

(3 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • Research Products

    (64 results)

All Other

All Publications (64 results)

  • [Publications] Nakagaki,M.: "Material Modeling and FEM Fracture Analysis of Functionally Graded Material" Proc.of SES 32nd Annual Technical Meeting. 749-750 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Wu,Y.,Nakagaki,M.,Fukushima,H.,: "Study of Elastoplastic Constitutive Relation in Particles Dispersed Material" Proceedings of the 5th International Symposium on Plasticity and its Current Applications. 747-750 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki M.,Sasaki H.,and Hagihara S.: "A Study of Crack in Functionally Grade Material under Dynamic Loading" ASME/JSME PVP. 300. 1-6 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Arai Y.,Kikuchi M.,Watanabe T.,and Nakagaki M.: "Residual Stress Due to Weld and Its Effects on The Assessment of Crack Near The Weld Interface" Int.Journal of Pressure Vessel and Piping. 63. 237-248 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki M.,Hagihara S.,Kuranari R.,and Shibata Y.: "Fracture Strength of Functionally Graded Material Plate Subjected to Thermal Shock" Proc.of 1st International Symposium on Thermal Stresses and Related Topics. 347-350 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 大河原孝一、中垣通彦、萩原世也: "熱衝撃荷重による傾斜機能材料の動的亀裂伝播の解析" 日本機械学会材料力学部門講演会講演論文集. B95-2. 47-48 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 大河原孝一、中垣通彦、萩原世也: "遮熱型傾斜機能材料のポスト熱衝撃破壊解析" 日本機械学会第73期全国大会講演論文集. 95-10,1. 224-225 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 中垣通彦、呉亜東、柴田泰成、福島弘典、萩原世也: "傾斜機能材料の熱弾塑性構成則と熱衝撃亀裂の解析" 第8回破壊力学シンポジウム講演論文集. 165-169 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 中垣通彦、呉亜東、柴田泰成、大河原孝一、萩原世也: "遮熱型傾斜機能材料の熱衝撃破壊" 第8回傾斜機能材料論文集. 43-48 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 中垣通彦,萩原世也,呉亜東: "傾斜機能材の弾塑性モデルと熱衝撃破壊問題への応用" 日本機械学会第72期通常総会講演会論文集. 95-1,2. 394-395 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 中垣通彦,萩原世也,呉亜東,柴田康成: "ニューラル・ネットワークを用いた傾斜機能材料の弾塑性破壊解析" 日本機械学会九州支部第48期総会講演会論文集. 958-1. 7-9 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 萩原世也、中垣通彦: "破壊力学パラメタによる中央亀裂板の段塑性クリープ疲労亀裂進展解析‐‐亀裂開口荷重レベルとの比較とクリープの影響" 第8回破壊力学シンポジウム講演論文集. 92-96 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki M.,Wu Y.,Shibata Y.,Hagihara S.: "Constitutive modeling of functionally graded material and its application to fracture in FGM" Proc.of Localized Damage IV,Computer-Aided Assessment and Control. 543-550 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 中垣通彦: "ニューロ・ファジィを用いた傾斜機能材料の熱塑性構成則" 日本機械学会第74期全国大会講演資料集. 96-15,5. 33-34 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 大河原孝一,柴田朝史,中垣通彦,萩原世也: "傾斜機能材料中の動的亀裂進展解析" 日本機械学会平成8年度材料力学部門講演会講演論文集. 96-10,A. 343-344 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 呉亜東,中垣通彦: "粒子分散複合材料の構成則とその評価" 日本機械学会平成8年度材料力学部門講演会講演論文集. 96-10,B. 279-280 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 笠井貴之,呉亜東,中垣通彦,萩原世也: "形状記憶合金の構成則における平均化則とその影響" 日本機械学会平成8年度材料力学部門講演会講演論文集. 96-10,B. 349-350 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 呉亜東,中垣通彦: "粒子分散複合材料の弾塑性構成則" 日本機械学会第9回計算力学講演会講演論文集. 96-25. 441-442 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 矢川元基ほか7名: "計算力学V" 養賢堂, (予定

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki, M: ""Material Modeling and FEM Fracture Analysis of Functionally Graded Material"" Proc.of SES 32nd Annual Technical Meeting. 749-750 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Wu, Y., Nakagaki, M., Fukushima, H.: ""Study of Elastoplastic Constitutive Relation in Particles Dispersed Material"" Proceedings of the 5th International Symposium on Plasticity and its Current Applications. 747-750 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki, M., Sasaki, H., and Hagihara, S.: ""A Study of Crack in Functionally Grade Material under Dynamic Loading"" ASME/JSME PVP. 300. 1-6 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Arai, Y., Kikuchi, M., Watanabe, T., and Nakagaki, M.: ""Residual Stress Due to Weld and Its Effects on The Assessment of Crack Near The Weld Interface"" Int.Journal of Pressure Vessel and Piping. 63. 237-248 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki, M., Hagihara, S., Kuranari, R., and Shibata, Y.: ""Fracture Strength of Functionally Graded Material Plate Subjected to Thermal Shock"" Proc.of lst International Symposium on Thermal Stresses and Related Topics. 347-350 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Ohgawara, K., Nakagaki, M., Hagihara, S.: ""Analysis of Dynamic Crack Propagation in Functionally Graded Material Subjected to Thermal Shock Load"" Proc.of Annual Meeting of JSME/MMD. No.B95-2. 47-48 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Shibata, Y., KUranari, K., Nakagaki, M., Hagihara, S.: ""Thermal Shock Analysis of Crack in FGM Pipe in Elastoplastic Regime : Application of Neural Network and Periodic Reference Model to Micromechanics Constitutive Law"" Proc.of Annual Meeting of JSME/MMD. No.B95-2. 45-46 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Ohgawara, K., Nakagaki, M., Hagihara, S.: ""Analysis of Post-Thermal Shock Fracture in Heat Shield Type Functionally Graded Material"" Proc.of 73 JSME Fall Annual Meeting. No.95-10, Vol.1. 224-225 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki, M., Wu, Y., Shibata, Y., Fukushima, H., Hagihara, S.: ""Thermo-elastoplastic Constitutive Law for Functionally Graded Material and its Application to Fracture Analysis of FGM Subjected to Thermal Shock"" Proc.of 8th Symposium on Fracture and Fracture Mechanics. 165-169 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki, M., Wu, Y., Shibata, Y., Ohgawara, K., Hagihara, S.: ""Fracture of Heat Shield Type FGM Structure Subjected to Thermal Shock : Elasto-plastic Analysis and Crack Arrest"" Functionally Gradient Material. 95. 43-48 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki, M., Hagihara, S., Wu, Y.: ""Elastoplastic Constitutive Modeling of Functuinally Graded Material and its Application to Thermally Shocked Fracture Problem"" Proc.of 72nd JSME Spring Annual Meeting. No.95-1, Vol.2. 394-395 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki, M., Hagihara, S., Wu, Y., Shibata, Y.: ""Elastoplastic Analysis of Crack in Functionally Graded Material with the Use of Neural Network"" Proc.of 48th JSME Kyushu Annual Meeting. No.958-1. 7-9 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki, M., Hagihara, S.: ""Elasto-plastic Creep Fatigue Crack Propagation Analysis of Center Cracked Plate Using a Fracture Mechanics Parameter : Comparison with Crack-tip Opening Stress Level and Effects of Creep"" Proc.of 8th Symposium on Fracture and Fracture Mechanics. 92-96 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki, M., Wu, Y., Shibata, Y., Hagihara S.: ""Constitutive modeling of functionally graded material and its application to fracture in FGM"" Proc.of Localized Damage IV,Computer-Aided Assessment and Control. 543-550 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki, M.: ""Thermo-Elastoplastic Constitutive Law with the Use of Neuro-Fuzzy Technique for Functionally Graded Material"" Proc.of 74th JSME Fall Annual Meeting. No.96-15, Vol.5. 33-34 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Ohgawara, K., Shibata, T., Nakagaki, M., Hagihara, S.: ""Dynamic Crack Propagation in Functionally Gradient Material"" Proc.of 96 Annual Meeting of JSME/MMD. No.96-10, Vol.A. 343-344 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Wu, Y., Nakagaki, M.: ""Constitutive Law for Particle Dispersed Composite and its Evaluation"" Proc.of 96 Annual Meeting of JSME/MMD. No.96-10, Vol.B. 279-280 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Kasai, T., Wu, Y., Nakagaki, M., Hagihara, S.: ""Averaging Law in Constitutive Modeling for Shape Memory Alloy and its Effects on Material Behavior"" Proc.of 96 Annual Meeting of JSME/MMD. No.96-10, Vol.B. 349-350 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Wu, Y., Nakagaki, M.: ""Elastoplastic Constitutive Law for Particle Dispersed Compostie Material"" Proc.of 9th JSME Computational Mechanics Conference. No.96-25. 441-442 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Yagawa, G., et.al.: ""Computational Mechanics, Series V", Yokendo" (in print.).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagaki,M.: "Material Modeling and FEM Fracture Analysis of Functionally Graded Material" Proc.of SES 32nd Annual Technical Meeting. 749-750 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] Wu,Y.,Nakagaki,M.,Fukushima,H.,: "Study of Elastoplastic Constitutive Relation in Particles Dispersed Material" Proceedings of the 5th International Symposium on Plasticity and its Current Applications. 747-750 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] Nakagaki M.,Sasaki H.,and Hagihara S.: "A Study of Crack in Functionally Grade Material under Dynamic Loading1" ASME/JSME PVP. 300. 1-6 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] Arai Y.,Kikuchi M.,Watanabe T.,and Nakagaki M.: "Residual Stress Due to Weld and Its Effects on The Assessment of Crack Near The Weld Interface" Int.Journal of Pressure Vessel and Piping. 63. 237-248 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] Nakagaki M.,Hagihara S.,Kuranari R.,and Shibata Y.: "Fracture Strength of Functionally Graded Material Plate Subjected to Thermal Shock" Proc.of 1st International Symposium on Thermal Stresses and Related Topics. 347-350 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 大河原孝一、中垣通彦、萩原世也: "熱衝撃荷重による傾斜機能材料の動的亀裂伝播の解析" 日本機械学会材料力学部門講演会講演論文集. B95-2. 47-48 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 大河原孝一、中垣通彦、萩原世也: "遮熱型傾斜機能材料のポスト熱衝撃破壊解析" 日本機械学会第73期全国大会講演論文集. 95-10. 224-225 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 中垣通彦、呉亜東、柴田泰成、福島弘典、萩原世也: "傾斜機能材料の熱弾塑性構成則と熱衝撃亀裂の解析" 第8回破壊力学シンポジウム講演論文集. 165-169 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 中垣通彦、呉亜東、柴田泰成、大河原孝一、萩原世也: "遮熱型傾斜機能材料の熱衝撃破壊" 第8回傾斜機能材料論文集. 43-48 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 中垣通彦、萩原世也、呉亜東: "傾斜機能材の弾塑性モデルと熱衝撃破壊問題への応用" 日本機械学会第72期通常総会講演会論文集. 95-1. 394-395 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 中垣通彦、萩原世也、呉亜東、柴田泰成: "ニューラル・ネットワークを用いた傾斜機能材料の弾塑性破壊解析" 日本機械学会九州支部第48期総会講演会論文集. 958-1. 7-9 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 萩原世也、中垣通彦: "破壊力学パラメタによる中央亀裂板の段塑性クリープ疲労亀裂進展解析--亀裂開口荷重レベルとの比較とクリープの影響" 第8回破壊力学シンポジウム講演論文集. 92-96 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] Nakagaki M.,Wu Y.,Shibata Y.,Hagihara S.: "Constitutive modeling of functionally graded material and its application to fracture in FGM" Proc.of Localized Damage IV,Computer-Aided Assessment and Control. 543-550 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 中垣 通彦: "ニューロ・ファジィを用いた傾斜機能材料の熱塑性構成則" 日本機械学会第74期全国大会講演資料集 V. 96-15. 33-34 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 大河原孝一,柴田朝史,中垣通彦,萩原世也: "傾斜機能材料中の動的亀裂進展解析" 日本機械学会平成8年度材料力学部門講演会講演論文集 A. 96-10. 343-344 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 呉亜東,中垣通彦: "粒子分散複合材料の構成則とその評価" 日本機械学会平成8年度材料力学部門講演会講演論文集 B. 96-10. 279-280 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 笠井貴之,呉亜東,中垣通彦,萩原世也: "形状記憶合金の構成則における平均化則とその影響" 日本機械学会平成8年度材料力学部門講演会講演論文集 B. 96-10. 349-350 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 呉亜東,中垣通彦: "粒子分散複合材料の弾塑性構成則" 日本機械学会第9回計算力学講演会講演論文集. 96-25. 441-442 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 矢川元基ほか7名: "計算力学V" 養賢堂, (予定

    • Related Report
      1996 Annual Research Report
  • [Publications] M.Nakagaki: "Material Modeling and FEM Fracture Analysis of Functionally Graded Material" Proc.of SES 32nd Annual Meeting. 749-750 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] M.Nakagaki: "A Study of Craek in Functionally Graded Material under Dynamic Laeding" ASME/JSME PVP. 300. 1-6 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] M.Nakagaki: "Elasto plastic Creak Analysis of Thermally Shocked Functionally Graded Material with Neural Network Application" ASME/JSME PVP. 6pages (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] M.Nakagaki: "Fracture Strength of Functionally Graded Material Plate Subjected to Thermal Shock" Proc.of 1st Int.Sympo on Thermal Stress & Related Topics. 347-350 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 中垣通彦: "傾斜機能材料の熱弾塑性構成則と熱衝撃亀裂の解析" 第8回破壊力学シンポジウム講演論文集. 165-169 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 中垣通彦: "庶熱型傾斜機能材料の熱衝撃破壊" 第8回傾斜機能シンポジウム概要集. 21 (1995)

    • Related Report
      1995 Annual Research Report

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Published: 1995-04-01   Modified: 2016-04-21  

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