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	题名	作者	年代	出处	被引量
1	Identification of advanced spin-driven thermoelectric materials via interpretable machine learning显示文摘Machine learning is becoming a valuable tool for scientific discovery.Particularly attractive is the application of machine learning methods to the field of materials development,which enables innovations by discovering new and better functional materials.To apply machine learning to actual materials development,close collaboration between scientists and machine learning tools is necessary.However,such collaboration has been so far impeded by the black box nature of many machine learning algorithms.It is often difficult for scientists to interpret the data-driven models from the viewpoint of material science and physics.Here,we demonstrate the development of spin-driven thermoelectric materials with anomalous Nernst effect by using an interpretable machine learning method called factorized asymptotic Bayesian inference hierarchical mixture of experts(FAB/HMEs).Based on prior knowledge of material science and physics,we were able to extract from the interpretable machine learning some surprising correlations and new knowledge about spin-driven thermoelectric materials.Guided by this,we carried out an actual material synthesis that led to the identification of a novel spin-driven thermoelectric material.This material shows the largest thermopower to date.	Yuma Iwasaki Ryohto Sawada Valentin Stanev Masahiko Ishida Akihiro Kirihara Yasutomo Omori Hiroko Someya Ichiro Takeuchi Eiji Saitoh Shinichi Yorozu	2019	npj Computational Materials2019，，1：	7
2	Post-transcriptional regulation of methionine content in maize kernels显示文摘	Cruz-Alvarez M Kirihara J A Messing J	1991	Mo-lecular General Genetics1991，225，：	1
3	Confirmation of a relationship between reduced auditory P300 amplitude and thought disorder in schizophrenia显示文摘	Kirihara K Araki T Kasai K	2005	Schizophr Res2005，80，23：	1
4	Locallization of electromagnetic waves in Three-dimensional fractal cavities显示文摘	Takeda M W Kirihara S Miyamoto Y	2004	Phys Rev Lett2004，92，09：	1
5	The comparative neurotoxicity of intrathecal lidocaine and bupivacaine in rats显示文摘	Sakura S Kirihara Y Muguruma T	2005	Anesth Analg2005，101，2：	1
6	Confirmation of a relationship between reduced auditory P300 amplitude and thought disorder in schizophrenia显示文摘	Kirihara K Araki T Kasai K	2005	Schizophr Res2005，80，23：	1
7	Positron emission tomography of esophageal carcinoma using 11C-choline and 18F-fluorodeoxyglucose显示文摘	Kobori O Kirihara Y Kosaka N	1999	Cancer1999，86，9：	1
8	Morphology-controlled synthesis of quasi-aligned AIN nanowhiskers by combustion method: effect of NH4Cl additive 显示文摘	SHI Z Q RADWAN M KIRIHARA S	2009	Ceram Int2009，35，7：	1
9	Tumor invasion of lymph node capsules in patients with Dukes C colorectal adenocarcinoma 显示文摘	Yano H Saito Y Kirihara Y	2006	Dis Colon Rectum2006，49，12：	1
10	Genetic a- nalysis of methionine rich storage proteins accumula- tion in maize显示文摘	Benner M S Phillips R L Kirihara J A	1989	Theoretical and Applied Genetics1989，78，：	1
11	Comparative neurotoxicity of intrathecal and epidural lidocaine in rats显示文摘	Kirihara Y Saito Y Sakura S	2003	Anesthesiology2003，99，：	1
12	Fabrication of three- dimen- sional ceramic photonic crystals and their microwave properties 显示文摘	Mori H Kirihara S Miyamoto Y	2006	Journal of European Ceramic Society2006，26，1011：	1
13	Visualization of Mechanical Properties in Alumina Dental Crowns Fabricated by Using Laser Scanning Stereolithog- raphy显示文摘	Tasaki S Kirihara S Sohmura T	2010	Transactions of JWRI2010，39，2：	1
14	Prolonged recovery of ultraviolet B-irradiated skin in neuropsin (KLK8)-deficient mice 显示文摘	Kirihara T Matsumoto-Miyai K Nakamura Y	2003	Br J Dermatol2003，149，4：	1
15	Comparative somatic and visceral antinociception and neurotoxicity of intrathecal bupivacaine, levobupivacaine, and dextrobupivacaine in rats 显示文摘	MUGURUMA T SAKURA S KIRIHARA Y	2006	Anesthesiology2006，104，：	1
16	Analysis of Decarburization Reaction in RH Degasser and Its Application to Ultra-Low Carbon Steel Production 显示文摘	Kato Y Kirihara T	1995	Kawasaki Steel Technical Report1995，27，32：	1
17	Testicular compensatory hypertrophy related to hemicastration in prepubertal dogs显示文摘	Kurita A Kirihara N	2004	J Vet Med Sci2004，66，9：	1
18	Control of microwave emission from electromagnetic crystal by lattice modifications 显示文摘	Kirihara S Takeda M W Sakoda K	2002	Solid State Communications2002，124，4：	1
19	Freeform fabrication of titanium metal by 3D micro welding显示文摘	Terakubo M Oh J Kirihara S	2005	Materials Science and Engineering:A2005，402，1：	1
20	Rhabdomyolysis duringprolonged intravenous tocolytic therapy显示文摘	Matsuda Y Nagayoshi Y Kirihara N	2002	J Perinat Med2002，30，6：	1

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