Intelligence in Scientific Computing by Abelson, Harold, Eisenberg, Michael, Halfact, Mathew, Katzenelson, Jacob, Sacks, Elisha, Sussman, Gerald Jay, Wisdom, Jack, Yip, Ken

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Partial Evaluation for Scientific Computing: The Supercomputer Toolkit Experience by Berlin, Andrew, Surati, Rajeev

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Hydra-zen Framework Makes Scientific Computing Easier for Researchers

“…Hydra-zen aims to simplify and automate the scientific computing process.…”
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Control Algorithms for Chaotic Systems by Bradley, Elizabeth

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Parallel MIMD computation : the HEP supercomputer and its applications

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Massively parallelizing the RRT and the RRT* by Karaman, Sertac, Frazzoli, Emilio, Bialkowski, Joshua John

“…Algorithms that can be implemented on GPUs today are not only limited to graphics processing, but include scientific computation and beyond. This paper is concerned with massively parallel implementations of incremental sampling-based robot motion planning algorithms, namely the widely-used Rapidly-exploring Random Tree (RRT) algorithm and its asymptotically-optimal counterpart called RRT*. …”
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Adaptive Construction of Surrogates for the Bayesian Solution of Inverse Problems by Li, Jinglai, Marzouk, Youssef M.

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Optimal Low-rank Approximations of Bayesian Linear Inverse Problems by Spantini, Alessio, Solonen, Antti, Cui, Tiangang, Martin, James, Tenorio, Luis, Marzouk, Youssef M.

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The Kineticist's Workbench: Combining Symbolic and Numerical Methods in the Simulation of Chemical Reaction Mechanisms by Eisenberg, Michael A.

“…The Workbench thus serves as a prototype for a new class of scientific computational tools---tools that provide symbiotic collaborations between qualitative and quantitative methods.…”
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Spectral Tensor-Train Decomposition by Engsig-Karup, Allan P., Bigoni, Daniele, Marzouk, Youssef M

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Fast Methods for Computing the $p$-Radius of Matrices by Jungers, Raphael M., Protasov, Vladimir Y.

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Optimization of Gaussian Random Fields by Dow, Eric, Wang, Qiqi

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A minimum entropy principle of high order schemes for gas dynamics equations by Zhang, Xiangxiong, Shu, Chi-Wang

“…In this paper, we show an extension of the positivity-preserving high order schemes for the compressible Euler equations in Zhang and Shu (J Comput Phys 229:8918–8934, 2010) and Zhang et al. (J Scientific Comput, in press), to enforce the minimum entropy principle for high order finite volume and discontinuous Galerkin (DG) schemes.…”
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Maximum-principle-satisfying High Order Finite Volume Weighted Essentially Nonoscillatory Schemes for Convection-diffusion Equations by Zhang, Xiangxiong, Liu, Yuanyuan, Shu, Chi-Wang

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A Conservative Mesh-Free Scheme and Generalized Framework for Conservation Laws by Chiu, Edmond Kwan-Yu, Wang, Qiqi, Hu, Rui, Jameson, Antony

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Positivity-Preserving Well-Balanced Discontinuous Galerkin Methods for the Shallow Water Equations on Unstructured Triangular Meshes by Xing, Yulong, Zhang, Xiangxiong

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A Domain Decomposition Approach for Uncertainty Analysis by Liao, Qifeng, Willcox, Karen E.

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Verified integrity properties for safe approximate program transformations by Kim, Deokhwan, Misailovic, Sasa, Rinard, Martin C., Carbin, Michael James

“…Approximate computations (for example, video, audio, and image processing, machine learning, and many scientific computations) have the freedom to generate a range of acceptable results. …”
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Blendenpik: Supercharging LAPACK's Least-Squares Solver by Maymounkov, Petar Borissov, Toledo, Sivan, Avron, Haim

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A Certified Reduced Basis Method for the Fokker-Planck Equation of Dilute Polymeric Fluids: FENE Dumbbells in Extensional Flow by Knezevic, David, Patera, Anthony T.

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