Publications

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Working titles

My thesis contains substantial completed yet unpublished work. It can be separated into the following three papers.

• M. Rocklin, Static Scheduling of Array Operations onto Heterogeneous Architectures
• M. Rocklin, Automated Reasoning on Matrix Expressions for LAPACK Code Generation
• M. Rocklin, Declarative Ordering Policies with Applications to Asynchronous Communication

Journal Papers

• M. Rocklin, A. Pinar On Clustering on Graphs with Multiple Edge Types, Internet Mathematics, 2012
• E. Constantinescu,V. Zavala, M. Rocklin, S. Lee, and M. Anitescu, A Computational Framework for Uncertainty Quantification and Stochastic Optimization in Unit Commitment with Wind Power Generation. IEEE Transactions on Power Systems, 2010.

Conference Proceedings

• M. Rocklin, Uncertainty Modeling with SymPy Stats SciPy 2012, video
• M. Rocklin, A. Pinar, Computing an Aggregate Edge-Weight Function for Clustering Graphs with Multiple Edge Types. Algorithms and Models for the Web-Graph, 2010
• M. Rocklin, A. Pinar, Latent Clustering on Graphs with Multiple Edge Types Algorithms and Models for the Web-Graph, 2011

Magazine Style

• M. Rocklin, A. Terrel: Symbolic Statistics with SymPy, Computing in Science and Engineering, vol. 14, no. 3, pp. 88-93, May-June 2012

Other

• M. Rocklin, Uncertainty Quantification and Sensitivity Analysis in Dynamical Systems, 2011, a masters thesis
• M. Rocklin, A Pinar, Spectral Generation and Latent Community Structure of Multiweighted Networks, 2010
• M. Rocklin, E. Constantinescu , Adjoint Sensitivity Analysis for Wind Power Generation, 2009
• US Patent 7620209: Method and apparatus for dynamic space-time imaging system

I publish my work at a finer, and more frequent scale at my technical blog. Additionally the source code for many projects is released long before written works are published.