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Layne T. Watson
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Probability-one homotopy methods for constrained clustering
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Predictive modeling of I/O characteristics in high performance computing systems
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High Performance Computing Symposium
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Predicting system performance by interpolation using a high-dimensional delaunay triangulation
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JigCell Model Connector: building large molecular network models from components
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MOANA: Modeling and Analyzing I/O Variability in Parallel System Experimental Design
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Predictability of IP Address Allocations for Cloud Computing Platforms
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Modeling I/O performance variability in high-performance computing systems using mixture distributions
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On Parallel Real-Time Security Improvement Using Mixed-Integer Programming
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Multiobjective Optimization of the Variability of the High-Performance Linpack Solver
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Algorithm 1028: VTMOP: Solver for Blackbox Multiobjective Optimization Problems
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Dynamic System Diversification for Securing Cloud-based IoT Subnetworks
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Modeling the temporal dynamics of master regulators and CtrA proteolysis in Caulobacter crescentus cell cycle
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Managing computationally expensive blackbox multiobjective optimization problems with libensemble
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Algorithm 1012: DELAUNAYSPARSE: Interpolation via a Sparse Subset of the Delaunay Triangulation in Medium to High Dimensions
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An Attack-Resilient Architecture for the Internet of Things
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Algorithm 1007: QNSTOP—Quasi-Newton Algorithm for Stochastic Optimization
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Prediction of High-Performance Computing Input/Output Variability and Its Application to Optimization for System Configurations
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Personal reflections on 50 years of scientific computing: 1967–2017
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A half century of computing
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Algorithm 1031: MQSI - Monotone Quintic Spline Interpolation
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Interpolation of sparse high-dimensional data
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NSF funds UrbComp, program focused on big data and urbanization
, article
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DAC Student Spotlight: Joshua Detwiler
, article
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DAC Student Spotlight: Thomas Lux
, article
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DAC Student Spotlight: Tyler Chang
, article
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Congratulations to our Ph.D. and master’s degree Spring graduates at the Discovery Analytics Center!
, article
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Layne T. Watson
, bio
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UPS-indel: A better approach for finding indel redundancy
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Misery Digraphs: Delaying Intrusion Attacks in Obscure Clouds
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AutoLCA: A Framework for Sustainable Redesign and Assessment of Products
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How to “alternatize” a clustering algorithm
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Integrated Computing Environments for Watershed Management
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Quasi-Newton Stochastic Optimization Algorithm for Parameter Estimation of a Stochastic Model of the Budding Yeast Cell Cycle
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Performance analysis of a novel GPU computation-to-core mapping scheme for robust facet image modeling
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HMMvar-func: a new method for predicting the functional outcome of genetic variants
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A Framework to Analyze the Performance of Load Balancing Schemes for Ensembles of Stochastic Simulations
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Multiobjective optimization using an adaptive weighting scheme
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Scaling constituent algorithms of a trend and change detection polyalgorithm
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Security Optimization of Dynamic Networks with Probabilistic Graph Modeling and Linear Programming
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An improved probability-one homotopy map for tracking constrained clustering solutions
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Aircraft Design Markup Language for Multidisciplinary Aircraft Design and Analysis
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Global deterministic and stochastic optimization in a service oriented architecture
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Predicting network modules of cell cycle regulators using relative protein abundance statistics
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Semisupervised learning of hidden Markov models via a homotopy method
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Scatter/gather clustering: flexibly incorporating user feedback to steer clustering results
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Algorithm 897: VTDIRECT95: serial and parallel codes for the global optimization algorithm DIRECT
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Algorithm 777: HOMPACK90: A suite of Fortran 90 codes for globally convergent homotopy algorithms
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Reverse engineering dynamic temporal models of biological processes and their relationships
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Human Apprenticeship Learning via Kernel-based Inverse Reinforcement Learning
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Layne Watson honored among 2024 class of SIAM fellows
, article
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Layne Watson honored with emeritus status
, article