Update index.html papers

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                     <!-- [4, in preparation] 2024 Toth, N., <u><b>Shi, S.C.</b></u>, Maclennan, J., Tung, P.Y., EDS Analysis for Petrology: A Probabilistic Framework. <i>JGR: Machine Learning and Computation</i>. <br>
 
-                    [3, in preparation] 2024 Gleeson, M., Wieser, P., deVitre, C., <u><b>Shi, S.C.</b></u>, Millet, M.-A., Muir, D., Stock, M., Lissenberg, J., Persistent high-pressure storage beneath a near-ridge ocean island volcano (Isla Floraena, Galapagos). <i>Journal of Petrology</i>. <br> -->
+                    [3, in review] 2024 Gleeson, M., Wieser, P., deVitre, C., <u><b>Shi, S.C.</b></u>, Millet, M.-A., Muir, D., Stock, M., Lissenberg, J., Persistent high-pressure storage beneath a near-ridge ocean island volcano (Isla Floraena, Galapagos). <i>Journal of Petrology</i>. <br> -->
 
-                    [2, in press] 2024 Moussallam, Y., Towbin, W.H., Plank, T.A., Bureau, H., Khodja, H., Guan, Y., Ma, C., Baker, M.B., Stolper, E.M., Naab, F.U., Monteleone, B.D., Gaetani, G.A., Shimizu, K., Ushikubo, T., Lee, H., Ding, S., <u><b>Shi, S.C.</b></u>, Rose-Koga, E.F., ND70 series basaltic glass reference materials for volatile elements (H<sub>2</sub>O, CO<sub>2</sub>, S, Cl, F) analysis and the C ionisation efficiency suppression effect of water in silicate glasses in SIMS analysis. <i><a class="custom-links" href="https://doi.org/10.31223/X5QQ4P" target="_blank">Geostandards and Geoanalytical Research</a></i>. <br>
+                    [2] 2024 Moussallam, Y., Towbin, W.H., Plank, T.A., Bureau, H., Khodja, H., Guan, Y., Ma, C., Baker, M.B., Stolper, E.M., Naab, F.U., Monteleone, B.D., Gaetani, G.A., Shimizu, K., Ushikubo, T., Lee, H., Ding, S., <u><b>Shi, S.C.</b></u>, Rose-Koga, E.F., ND70 series basaltic glass reference materials for volatile elements (H<sub>2</sub>O, CO<sub>2</sub>, S, Cl, F) analysis and the C ionisation efficiency suppression effect of water in silicate glasses in SIMS analysis. <i><a class="custom-links" href="https://doi.org/10.1111/ggr.12572" target="_blank">Geostandards and Geoanalytical Research</a></i>. <br>
 
-                    [1, in press] 2023 <u><b>Shi, S.C.</b></u>, Towbin, W.H., Plank, T.A., Barth, A.C., Rasmussen, D., Moussallam, Y., Lee, H., Menke, W., <a class="custom-links" href="https://github.com/sarahshi/PyIRoGlass" target="_blank">PyIRoGlass</a>: An Open-Source, Bayesian MCMC Algorithm for Fitting Baselines to FTIR Spectra of Basaltic-Andesitic Glasses. <i><a class="custom-links" href="https://doi.org/10.31223/X55H4N" target="_blank">Volcanica</a></i>. 
+                    [1] 2023 <u><b>Shi, S.C.</b></u>, Towbin, W.H., Plank, T.A., Barth, A.C., Rasmussen, D., Moussallam, Y., Lee, H., Menke, W., <a class="custom-links" href="https://github.com/sarahshi/PyIRoGlass" target="_blank">PyIRoGlass</a>: An Open-Source, Bayesian MCMC Algorithm for Fitting Baselines to FTIR Spectra of Basaltic-Andesitic Glasses. <i><a class="custom-links" href="https://doi.org/10.30909/vol.07.02.471501" target="_blank">Volcanica</a></i>. 
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                 [14] <u><b>Shi, S.C.</b></u>, Wieser, P., Toth, N., Antoshechkina, P., Lehnert, K., mineralML: Leveraging Machine Learning for Probabilistic Mineral Classification, Gordon Research Seminar, Geochemistry of Mineral Deposits (<i>Invited Talk</i>). <br>
 
-                [13] Tweedy, R., <u><b>Shi, S.C.</b></u>, Uno, K.T., Machine Learning Analysis of <i>n</i>-Alkanes from Woody and Grassy African Plants, NE GSA 2024 (<i>Talk</i>). <br>
+                [13] Tweedy, R., <u><b>Shi, S.C.</b></u>, Uno, K.T., Machine Learning Analysis of <i>n</i>-Alkanes from Woody and Grassy African Plants, NE Geobiology Conference 2024 (<i>Talk</i>). <br>
 
                 [12] <u><b>Shi, S.C.</b></u>, Wieser, P., Toth, N., Antoshechkina, P., Lehnert, K., MIN-ML: Leveraging Machine Learning for Probabilistic Mineral Classification in Geochemical Databases, AGU 2023 (<i>Talk</i>). <br>