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ML4STEM Professional Development Program: Enriching K-12 STEM Teaching with Machine Learning

K-12 STEM training

Bai Z, Tang J, Wan X, Zhou X.
GSID: 5Rz9n_Y_dSgJ
J Tang, X Zhou, X Wan, M Daley, Z Bai - International Journal of Artificial …, 2022 - Springer

… K-12 STEM teachers to adopt ML in their classroom, as highlighted by a recent review study about the lack of suggestions and empirical evidence on “the training of … for K-12 STEM …

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Tang, J., Zhou, X., Wan, X., Daley, M., & Bai, Z. (2022). ML4STEM Professional Development Program: Enriching K-12 STEM Teaching with Machine Learning. International Journal of Artificial Intelligence in Education, 1-40.
Tang, Jingwan, et al. "ML4STEM Professional Development Program: Enriching K-12 STEM Teaching with Machine Learning." International Journal of Artificial Intelligence in Education (2022): 1-40.
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Parahydrogen-induced polarization by pairwise replacement catalysis on Pt and Ir nanoparticles

STEM and diversify

Cheng W, Neal LM, Zhao EW, Zhou R.
GSID: zQwgH43Q8MIJ
R Zhou, EW Zhao, W Cheng, LM Neal… - Journal of the …, 2015 - ACS Publications

… PHIP by pairwise replacement has the potential to significantly diversify the substrates that … The STEM resolution of the microscope is 0.78 Å. The intensity of atomic columns in STEM …

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Zhou, R., Zhao, E. W., Cheng, W., Neal, L. M., Zheng, H., Quiñones, R. E., ... & Bowers, C. R. (2015). Parahydrogen-induced polarization by pairwise replacement catalysis on Pt and Ir nanoparticles. Journal of the American Chemical Society, 137(5), 1938-1946.
Zhou, Ronghui, et al. "Parahydrogen-induced polarization by pairwise replacement catalysis on Pt and Ir nanoparticles." Journal of the American Chemical Society 137.5 (2015): 1938-1946.
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Macrodeformation Twins in Single-Crystal Aluminum.

Physical review letters

Zhao F, Wang L, Fan D, Bie BX, Zhou XM, Suo T, Li YL, Chen MW, Liu CL, Qi ML, Zhu MH, Luo SN.
PMID: 26943543
Phys Rev Lett. 2016 Feb 19;116(7):075501. doi: 10.1103/PhysRevLett.116.075501. Epub 2016 Feb 17.

Deformation twinning in pure aluminum has been considered to be a unique property of nanostructured aluminum. A lingering mystery is whether deformation twinning occurs in coarse-grained or single-crystal aluminum at scales beyond nanotwins. Here, we present the first experimental...

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Zhao F, Wang L, Fan D, et al. Macrodeformation Twins in Single-Crystal Aluminum. Phys Rev Lett. 2016;116(7):075501doi: 10.1103/PhysRevLett.116.075501.
Zhao, F., Wang, L., Fan, D., Bie, B. X., Zhou, X. M., Suo, T., Li, Y. L., Chen, M. W., Liu, C. L., Qi, M. L., Zhu, M. H., & Luo, S. N. (2016). Macrodeformation Twins in Single-Crystal Aluminum. Physical review letters, 116(7), 075501. https://doi.org/10.1103/PhysRevLett.116.075501
Zhao, F, et al. "Macrodeformation Twins in Single-Crystal Aluminum." Physical review letters vol. 116,7 (2016): 075501. doi: https://doi.org/10.1103/PhysRevLett.116.075501
Zhao F, Wang L, Fan D, Bie BX, Zhou XM, Suo T, Li YL, Chen MW, Liu CL, Qi ML, Zhu MH, Luo SN. Macrodeformation Twins in Single-Crystal Aluminum. Phys Rev Lett. 2016 Feb 19;116(7):075501. doi: 10.1103/PhysRevLett.116.075501. Epub 2016 Feb 17. PMID: 26943543.
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Cytochrome P450 2E1 RsaI/PstI polymorphism is associated with urologic cancer risk: evidence from a meta-analysis.

International journal of clinical and experimental medicine

Lin YC, Wu X, Zhou XQ, Ren R, Su ZX, Liu CX.
PMID: 26309545
Int J Clin Exp Med. 2015 Jun 15;8(6):8927-37. eCollection 2015.

Cytochrome P450 2E1 (CYP2E1) is involved in the metabolic activation of various carcinogens. CYP2E1 RsaI/PstI polymorphism has been identified in urologic cancer patients, while studies of the polymorphism have shown inconclusive trends in the risk of urologic cancers. Therefore,...

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Lin YC, Wu X, Zhou XQ, et al. Cytochrome P450 2E1 RsaI/PstI polymorphism is associated with urologic cancer risk: evidence from a meta-analysis. Int J Clin Exp Med. 2015;8(6):8927-37
Lin, Y. C., Wu, X., Zhou, X. Q., Ren, R., Su, Z. X., & Liu, C. X. (2015). Cytochrome P450 2E1 RsaI/PstI polymorphism is associated with urologic cancer risk: evidence from a meta-analysis. International journal of clinical and experimental medicine, 8(6), 8927-37.
Lin, You-Cheng, et al. "Cytochrome P450 2E1 RsaI/PstI polymorphism is associated with urologic cancer risk: evidence from a meta-analysis." International journal of clinical and experimental medicine vol. 8,6 (2015): 8927-37.
Lin YC, Wu X, Zhou XQ, Ren R, Su ZX, Liu CX. Cytochrome P450 2E1 RsaI/PstI polymorphism is associated with urologic cancer risk: evidence from a meta-analysis. Int J Clin Exp Med. 2015 Jun 15;8(6):8927-37. eCollection 2015. PMID: 26309545; PMCID: PMC4538138.
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Effects of the modified electric convulsive treatment (MECT) on cell factors of schizophrenia.

Experimental and therapeutic medicine

Guo YF, Fu HB, Liu ZY, Lu W, Luo KY, Zhu HR, Ning WD, Chen F, Yang LY, Zhou XD.
PMID: 28450912
Exp Ther Med. 2017 Mar;13(3):873-876. doi: 10.3892/etm.2017.4075. Epub 2017 Jan 20.

The expression of cell factors of schizophrenia and the effect of the modified electric convulsive treatment (MECT) were studied. In total, 156 patients with schizophrenia were selected, and divided into the drug group (70 cases) and the drug combined...

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Guo YF, Fu HB, Liu ZY, et al. Effects of the modified electric convulsive treatment (MECT) on cell factors of schizophrenia. Exp Ther Med. 2017;13(3):873-876doi: 10.3892/etm.2017.4075.
Guo, Y. F., Fu, H. B., Liu, Z. Y., Lu, W., Luo, K. Y., Zhu, H. R., Ning, W. D., Chen, F., Yang, L. Y., & Zhou, X. D. (2017). Effects of the modified electric convulsive treatment (MECT) on cell factors of schizophrenia. Experimental and therapeutic medicine, 13(3), 873-876. https://doi.org/10.3892/etm.2017.4075
Guo, Yong-Fang, et al. "Effects of the modified electric convulsive treatment (MECT) on cell factors of schizophrenia." Experimental and therapeutic medicine vol. 13,3 (2017): 873-876. doi: https://doi.org/10.3892/etm.2017.4075
Guo YF, Fu HB, Liu ZY, Lu W, Luo KY, Zhu HR, Ning WD, Chen F, Yang LY, Zhou XD. Effects of the modified electric convulsive treatment (MECT) on cell factors of schizophrenia. Exp Ther Med. 2017 Mar;13(3):873-876. doi: 10.3892/etm.2017.4075. Epub 2017 Jan 20. PMID: 28450912; PMCID: PMC5403391.
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Neuroprotective Effect of .

Evidence-based complementary and alternative medicine : eCAM

Liang C, Yuan JP, Ding T, Yan L, Ling L, Zhou XF, Zeng YQ.
PMID: 28512499
Evid Based Complement Alternat Med. 2017;2017:3294586. doi: 10.1155/2017/3294586. Epub 2017 Apr 20.

Accumulated evidence suggests that polyphenolic antioxidants present in herbs play important roles in prevention of AD; the molecular mechanisms behind neuroprotective actions rely on the phenols through different effects on the amyloid-aggregation pathway.

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Liang C, Yuan JP, Ding T, et al. Neuroprotective Effect of . Evid Based Complement Alternat Med. 2017;2017:3294586doi: 10.1155/2017/3294586.
Liang, C., Yuan, J. P., Ding, T., Yan, L., Ling, L., Zhou, X. F., & Zeng, Y. Q. (2017). Neuroprotective Effect of . Evidence-based complementary and alternative medicine : eCAM, 20173294586. https://doi.org/10.1155/2017/3294586
Liang, Chen, et al. "Neuroprotective Effect of ." Evidence-based complementary and alternative medicine : eCAM vol. 2017 (2017): 3294586. doi: https://doi.org/10.1155/2017/3294586
Liang C, Yuan JP, Ding T, Yan L, Ling L, Zhou XF, Zeng YQ. Neuroprotective Effect of . Evid Based Complement Alternat Med. 2017;2017:3294586. doi: 10.1155/2017/3294586. Epub 2017 Apr 20. PMID: 28512499; PMCID: PMC5415668.
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TRIM22 confers poor prognosis and promotes epithelial-mesenchymal transition through regulation of AKT/GSK3β/β-catenin signaling in non-small cell lung cancer.

Oncotarget

Liu L, Zhou XM, Yang FF, Miao Y, Yin Y, Hu XJ, Hou G, Wang QY, Kang J.
PMID: 28977927
Oncotarget. 2017 Jul 01;8(37):62069-62080. doi: 10.18632/oncotarget.18911. eCollection 2017 Sep 22.

Expression pattern and biological roles of TRIM22 remains unknown in most human cancers. The present study aims to discover its clinical significance and function in human non-small cell lung cancer (NSCLC). Immunohistochemistry was used to examine TRIM22 expression in...

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Liu L, Zhou XM, Yang FF, et al. TRIM22 confers poor prognosis and promotes epithelial-mesenchymal transition through regulation of AKT/GSK3β/β-catenin signaling in non-small cell lung cancer. Oncotarget. 2017;8(37):62069-62080doi: 10.18632/oncotarget.18911.
Liu, L., Zhou, X. M., Yang, F. F., Miao, Y., Yin, Y., Hu, X. J., Hou, G., Wang, Q. Y., & Kang, J. (2017). TRIM22 confers poor prognosis and promotes epithelial-mesenchymal transition through regulation of AKT/GSK3β/β-catenin signaling in non-small cell lung cancer. Oncotarget, 8(37), 62069-62080. https://doi.org/10.18632/oncotarget.18911
Liu, Li, et al. "TRIM22 confers poor prognosis and promotes epithelial-mesenchymal transition through regulation of AKT/GSK3β/β-catenin signaling in non-small cell lung cancer." Oncotarget vol. 8,37 (2017): 62069-62080. doi: https://doi.org/10.18632/oncotarget.18911
Liu L, Zhou XM, Yang FF, Miao Y, Yin Y, Hu XJ, Hou G, Wang QY, Kang J. TRIM22 confers poor prognosis and promotes epithelial-mesenchymal transition through regulation of AKT/GSK3β/β-catenin signaling in non-small cell lung cancer. Oncotarget. 2017 Jul 01;8(37):62069-62080. doi: 10.18632/oncotarget.18911. eCollection 2017 Sep 22. PMID: 28977927; PMCID: PMC5617487.
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[Pathologic diagnosis and differential diagnosis of atypical endometrial hyperplasia].

Zhonghua bing li xue za zhi = Chinese journal of pathology

Zhou XR.
PMID: 27142907
Zhonghua Bing Li Xue Za Zhi. 2016 May 08;45(5):289-92. doi: 10.3760/cma.j.issn.0529-5807.2016.05.001.

No abstract available.

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Zhou XR. [Pathologic diagnosis and differential diagnosis of atypical endometrial hyperplasia]. Zhonghua Bing Li Xue Za Zhi. 2016;45(5):289-92doi: 10.3760/cma.j.issn.0529-5807.2016.05.001.
Zhou, X. R. (2016). [Pathologic diagnosis and differential diagnosis of atypical endometrial hyperplasia]. Zhonghua bing li xue za zhi = Chinese journal of pathology, 45(5), 289-92. https://doi.org/10.3760/cma.j.issn.0529-5807.2016.05.001
Zhou, X R. "[Pathologic diagnosis and differential diagnosis of atypical endometrial hyperplasia]." Zhonghua bing li xue za zhi = Chinese journal of pathology vol. 45,5 (2016): 289-92. doi: https://doi.org/10.3760/cma.j.issn.0529-5807.2016.05.001
Zhou XR. [Pathologic diagnosis and differential diagnosis of atypical endometrial hyperplasia]. Zhonghua Bing Li Xue Za Zhi. 2016 May 08;45(5):289-92. doi: 10.3760/cma.j.issn.0529-5807.2016.05.001. Chinese. PMID: 27142907.
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Ultra-low-frequency wave-driven diffusion of radiation belt relativistic electrons.

Nature communications

Su Z, Zhu H, Xiao F, Zong QG, Zhou XZ, Zheng H, Wang Y, Wang S, Hao YX, Gao Z, He Z, Baker DN, Spence HE, Reeves GD, Blake JB, Wygant JR.
PMID: 26690250
Nat Commun. 2015 Dec 22;6:10096. doi: 10.1038/ncomms10096.

Van Allen radiation belts are typically two zones of energetic particles encircling the Earth separated by the slot region. How the outer radiation belt electrons are accelerated to relativistic energies remains an unanswered question. Recent studies have presented compelling...

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Su Z, Zhu H, Xiao F, et al. Ultra-low-frequency wave-driven diffusion of radiation belt relativistic electrons. Nat Commun. 2015;6:10096doi: 10.1038/ncomms10096.
Su, Z., Zhu, H., Xiao, F., Zong, Q. G., Zhou, X. Z., Zheng, H., Wang, Y., Wang, S., Hao, Y. X., Gao, Z., He, Z., Baker, D. N., Spence, H. E., Reeves, G. D., Blake, J. B., & Wygant, J. R. (2015). Ultra-low-frequency wave-driven diffusion of radiation belt relativistic electrons. Nature communications, 610096. https://doi.org/10.1038/ncomms10096
Su, Zhenpeng, et al. "Ultra-low-frequency wave-driven diffusion of radiation belt relativistic electrons." Nature communications vol. 6 (2015): 10096. doi: https://doi.org/10.1038/ncomms10096
Su Z, Zhu H, Xiao F, Zong QG, Zhou XZ, Zheng H, Wang Y, Wang S, Hao YX, Gao Z, He Z, Baker DN, Spence HE, Reeves GD, Blake JB, Wygant JR. Ultra-low-frequency wave-driven diffusion of radiation belt relativistic electrons. Nat Commun. 2015 Dec 22;6:10096. doi: 10.1038/ncomms10096. PMID: 26690250; PMCID: PMC4703845.
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Are surveillance response systems enough to effectively combat and contain the Ebola outbreak?.

Infectious diseases of poverty

Wiwanitkit V, Tambo E, Ugwu EC, Ngogang JY, Zhou XN.
PMID: 25671127
Infect Dis Poverty. 2015 Jan 09;4(1):7. doi: 10.1186/2049-9957-4-7. eCollection 2015.

The epidemic of the Ebola virus infection in West Africa in 2014 has become a worldwide concern. Due to the nature of the disease, which has an extremely high mortality potential, this outbreak has received much attention from researchers...

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Wiwanitkit V, Tambo E, Ugwu EC, et al. Are surveillance response systems enough to effectively combat and contain the Ebola outbreak?. Infect Dis Poverty. 2015;4(1):7doi: 10.1186/2049-9957-4-7.
Wiwanitkit, V., Tambo, E., Ugwu, E. C., Ngogang, J. Y., & Zhou, X. N. (2015). Are surveillance response systems enough to effectively combat and contain the Ebola outbreak?. Infectious diseases of poverty, 4(1), 7. https://doi.org/10.1186/2049-9957-4-7
Wiwanitkit, Viroj, et al. "Are surveillance response systems enough to effectively combat and contain the Ebola outbreak?." Infectious diseases of poverty vol. 4,1 (2015): 7. doi: https://doi.org/10.1186/2049-9957-4-7
Wiwanitkit V, Tambo E, Ugwu EC, Ngogang JY, Zhou XN. Are surveillance response systems enough to effectively combat and contain the Ebola outbreak?. Infect Dis Poverty. 2015 Jan 09;4(1):7. doi: 10.1186/2049-9957-4-7. eCollection 2015. PMID: 25671127; PMCID: PMC4322436.
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Dynamically Manipulating Topological Physics and Edge Modes in a Single Degenerate Optical Cavity.

Physical review letters

Zhou XF, Luo XW, Wang S, Guo GC, Zhou X, Pu H, Zhou ZW.
PMID: 28282161
Phys Rev Lett. 2017 Feb 24;118(8):083603. doi: 10.1103/PhysRevLett.118.083603. Epub 2017 Feb 22.

We propose a scheme to simulate topological physics within a single degenerate cavity, whose modes are mapped to lattice sites. A crucial ingredient of the scheme is to construct a sharp boundary so that the open boundary condition can...

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Zhou XF, Luo XW, Wang S, et al. Dynamically Manipulating Topological Physics and Edge Modes in a Single Degenerate Optical Cavity. Phys Rev Lett. 2017;118(8):083603doi: 10.1103/PhysRevLett.118.083603.
Zhou, X. F., Luo, X. W., Wang, S., Guo, G. C., Zhou, X., Pu, H., & Zhou, Z. W. (2017). Dynamically Manipulating Topological Physics and Edge Modes in a Single Degenerate Optical Cavity. Physical review letters, 118(8), 083603. https://doi.org/10.1103/PhysRevLett.118.083603
Zhou, Xiang-Fa, et al. "Dynamically Manipulating Topological Physics and Edge Modes in a Single Degenerate Optical Cavity." Physical review letters vol. 118,8 (2017): 083603. doi: https://doi.org/10.1103/PhysRevLett.118.083603
Zhou XF, Luo XW, Wang S, Guo GC, Zhou X, Pu H, Zhou ZW. Dynamically Manipulating Topological Physics and Edge Modes in a Single Degenerate Optical Cavity. Phys Rev Lett. 2017 Feb 24;118(8):083603. doi: 10.1103/PhysRevLett.118.083603. Epub 2017 Feb 22. PMID: 28282161.
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Simultaneous Determination of Se and Te in Ores by HG-AFS After Online Preconcentration with Nano-TiO2 Immobilized on Silica Gel.

Guang pu xue yu guang pu fen xi = Guang pu

Zhou JR, Deng DY, Huang K, Tian YF, Hou XD.
PMID: 26669138
Guang Pu Xue Yu Guang Pu Fen Xi. 2015 Sep;35(9):2401-6.

A simple, sensitive and interference-free method was established for simultaneous determination of trace selenium and tellurium in ore samples by HG-AFS, by using nano-TiO2 immobilized on a silica gel packed microcolumn for online preconcentration. Selenium and tellurium were selectively...

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Zhou JR, Deng DY, Huang K, et al. Simultaneous Determination of Se and Te in Ores by HG-AFS After Online Preconcentration with Nano-TiO2 Immobilized on Silica Gel. Guang Pu Xue Yu Guang Pu Fen Xi. 2015;35(9):2401-6
Zhou, J. R., Deng, D. Y., Huang, K., Tian, Y. F., & Hou, X. D. (2015). Simultaneous Determination of Se and Te in Ores by HG-AFS After Online Preconcentration with Nano-TiO2 Immobilized on Silica Gel. Guang pu xue yu guang pu fen xi = Guang pu, 35(9), 2401-6.
Zhou, Jing-rong, et al. "Simultaneous Determination of Se and Te in Ores by HG-AFS After Online Preconcentration with Nano-TiO2 Immobilized on Silica Gel." Guang pu xue yu guang pu fen xi = Guang pu vol. 35,9 (2015): 2401-6.
Zhou JR, Deng DY, Huang K, Tian YF, Hou XD. Simultaneous Determination of Se and Te in Ores by HG-AFS After Online Preconcentration with Nano-TiO2 Immobilized on Silica Gel. Guang Pu Xue Yu Guang Pu Fen Xi. 2015 Sep;35(9):2401-6. PMID: 26669138.
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Showing 1 to 12 of 6368 entries