Merge pull request #26 from Westnickp/master

adding 2025 projects to readme

Author: Westnickp

README.md

@@ -169,6 +169,19 @@ Simple TW derivation for LUE/JUE
 
 |Year|Name|Topic|Slides|Report|code,etc..|
 |-|---|-------------|-|-|-|
+| 2025 | James Chen | Moments via S transform ||[link](https://github.com/mitmath/18338/blob/master/projects/2025/chen_james_moments_via_s_transform/chenjames_189288_5943922_main.pdf)|[link](https://github.com/mitmath/18338/blob/master/projects/2025/chen_james_moments_via_s_transform/chenjames_189288_5943923_examples.ipynb)|
+| | Kyuhyeon Choi | Weingarten calculus for Haar unitary ||[link](https://github.com/mitmath/18338/blob/master/projects/2025/choi_kyuhyeon_wiengarten_for_haar_unitary/choikyuhyeon_190889_5960156_Kyuhyeon%20final%20report.pdf)||
+| | Alex Fan | Preconditioning optimizers ||[link](https://github.com/mitmath/18338/blob/master/projects/2025/fan_alex_preconditioning_optimizers/fanalex_156713_5942993_Final%20Paper%20Report.pdf)|[link](https://github.com/mitmath/18338/blob/master/projects/2025/fan_alex_preconditioning_optimizers/fanalex_156713_5942994_Experiment%20Notebook.pdf)|
+| | Ishan Ganguly | RMT for signal–noise decomposition |[link](https://github.com/mitmath/18338/blob/master/projects/2025/ganguly_ishan_rmt_for_signal_noise_decomposition/gangulyishan_100007_5963724_presentation%20(2).pdf)|[link](https://github.com/mitmath/18338/blob/master/projects/2025/ganguly_ishan_rmt_for_signal_noise_decomposition/gangulyishan_100007_5963725_report%20(2).pdf)||
+| | Haonan Gu | Instability of Painlevé equations ||[link](https://github.com/mitmath/18338/blob/master/projects/2025/gu_haonan_instability_of_painleve/guhaonan_197388_5959287__The_Instability_of_Painlev%C3%A9_Equations_in_Recovering_Largest_Eigenvalue_Distributions_of_GUE__LUE__JUE_and_an_Attempt_of_Solution_to_It.pdf)||
+| | Paul Gutkovich | Improving beta estimator ||[link](https://github.com/mitmath/18338/blob/master/projects/2025/gutkovich_paul_improving_beta_estimator/gutkovichpaul_156885_5943996_18_338FinalProject.pdf)||
+| | Aaron Mose | Matrix random walks |[link](https://github.com/mitmath/18338/blob/master/projects/2025/mose_aaron/presentation.jl)|[link](https://github.com/mitmath/18338/blob/master/projects/2025/mose_aaron/18338_project_proposal.pdf)|[link](https://github.com/mitmath/18338/blob/master/projects/2025/mose_aaron/matrix_random_walk.jl)|
+| | Duythuc Nguyen | Bell polynomials |[link](https://github.com/mitmath/18338/blob/master/projects/2025/nguyen_duythuc_bell_polynomials/nguyenduythuc_188881_5944716_Slides-1.pdf)|[link](https://github.com/mitmath/18338/blob/master/projects/2025/nguyen_duythuc_bell_polynomials/nguyenduythuc_188881_5944714_Final_Draft.pdf)|[link](https://github.com/mitmath/18338/blob/master/projects/2025/nguyen_duythuc_bell_polynomials/nguyenduythuc_188881_5944717_Code-1.pdf)|
+| | Yaman Otuzbir | Noisy operator learning ||[link](https://github.com/mitmath/18338/blob/master/projects/2025/otuzbir_yaman_noisy_operator_learning/otuzbiryaman_139184_5955253_18.338_project.pdf)||
+| | Emre Parmaksiz | Extreme singular values of free operators ||[link](https://github.com/mitmath/18338/blob/master/projects/2025/parmaksiz_emre_extreme_singular_vals/Computing%20Extreme%20Singular%20Values%20of%20Free%20Operators.pdf)||
+| | Andrew Yao | Analysis of Bessel generating functions |[link](https://github.com/mitmath/18338/blob/master/projects/2025/yao_andrew_analysis_of_bessel_generating_functions/yaoandrew_100157_5944675_18.338_ProjectPresentation-2.pdf)|[link](https://github.com/mitmath/18338/blob/master/projects/2025/yao_andrew_analysis_of_bessel_generating_functions/yaoandrew_100157_5944674_18.338_ProjectReport-2.pdf)||
+| | Rosen Yu | Visualizing the Hermite ensemble |[link](https://github.com/mitmath/18338/blob/master/projects/2025/yu_rosen_visualizing_hermite_ensemble/yurosen_155367_5943043_18338_Final_Project_presentation-1.pdf)|[link](https://github.com/mitmath/18338/blob/master/projects/2025/yu_rosen_visualizing_hermite_ensemble/yurosen_155367_5943044_18338_Final_Project_report-1.pdf)||
+| | Ziao Zhang | Numerical Painlevé equations |[link](https://github.com/mitmath/18338/blob/master/projects/2025/zhang_ziao_numerical_painleve/zhangziao_180647_5960300_18_338_poster-1.pdf)|[link](https://github.com/mitmath/18338/blob/master/projects/2025/zhang_ziao_numerical_painleve/zhangziao_180647_5960299_18.338_Finalreport_Ziao.pdf)||
 | 2024 | Cecelia Chen | Computing Multivariate Orthogonal Bases ||[link](https://github.com/mitmath/18338/blob/master/projects/2024/chencecilia_100854_4907163_18_338_project%20(1).pdf)|[link](https://github.com/mitmath/18338/blob/master/projects/2024/chencecilia_100854_4907164_MultivariateLanczos.jl%20copy.zip)
 | | Vaibhav Dixit | Evolution of Eigenvalue Spectrum of Fully Connected (Dense) Layers in DNNs || [link](https://github.com/mitmath/18338/blob/master/projects/2024/dixitvaibhav_153380_4902546_blan%20(1).pdf)| [link](https://github.com/Vaibhavdixit02/NN_Eigs_18338)
 | | Jennifer Hritz | Constructing approximately Haar-random unitaries from GUEs| [link](https://github.com/mitmath/18338/blob/master/projects/2024/hritzjennifer_161909_4911299_final_project_presentation_hritz.pdf) | [link](https://github.com/mitmath/18338/blob/master/projects/2024/hritzjennifer_161909_4911297_final_project_hritz.pdf) | [link](https://github.com/mitmath/18338/blob/master/projects/2024/hritzjennifer_161909_4911298_project_plots.jl)