Now showing items 1-6 of 6

    • Bayesian P-splines and advanced computing in R for a changepoint analysis on spatio-temporal point processes 

      Altieri, L.; Cocchi, D.; Greco, F.; Illian, J. B.; Scott, E. M. (2016) - Journal article
      This work presents advanced computational aspects of a new method for changepoint detection on spatio-temporal point process data. We summarize the methodology, based on building a Bayesian hierarchical model for the data ...
    • Computational understanding of Li-ion batteries 

      Urban, Alexander; Seo, Dong-Hwa; Ceder, Gerbrand (2016-03-18) - Journal item
      Over the last two decades, computational methods have made tremendous advances, and today many key properties of lithium-ion batteries can be accurately predicted by first principles calculations. For this reason, computations ...
    • Construction of ground-state preserving sparse lattice models for predictive materials simulations 

      Huang, Wenxuan; Urban, Alexander; Rong, Ziqin; Ding, Zhiwei; Luo, Chuan; Ceder, Gerbrand (2017-12) - Journal article
      First-principles based cluster expansion models are the dominant approach in ab initio thermodynamics of crystalline mixtures enabling the prediction of phase diagrams and novel ground states. However, despite recent ...
    • The DeepMIP contribution to PMIP4 : experimental design for model simulations of the EECO, PETM, and pre-PETM (version 1.0) 

      Lunt, Daniel J.; Huber, Matthew; Anagnostou, Eleni; Baatsen, Michiel L. J.; Caballero, Rodrigo; DeConto, Rob; Dijkstra, Henk A.; Donnadieu, Yannick; Evans, David; Feng, Ran; Foster, Gavin L.; Gasson, Ed; Von Der Heydt, Anna S.; Hollis, Chris J.; Inglis, Gordon N.; Jones, Stephen M.; Kiehl, Jeff; Turner, Sandy Kirtland; Korty, Robert L.; Kozdon, Reinhardt; Krishnan, Srinath; Ladant, Jean Baptiste; Langebroek, Petra; Lear, Caroline H.; LeGrande, Allegra N.; Littler, Kate; Markwick, Paul; Otto-Bliesner, Bette; Pearson, Paul; Poulsen, Christopher J.; Salzmann, Ulrich; Shields, Christine; Snell, Kathryn; Stärz, Michael; Super, James; Tabor, Clay; Tierney, Jessica E.; Tourte, Gregory J. L.; Tripati, Aradhna; Upchurch, Garland R.; Wade, Bridget S.; Wing, Scott L.; Winguth, Arne M. E.; Wright, Nicky M.; Zachos, James C.; Zeebe, Richard E. (2017-02-23) - Journal article
      Past warm periods provide an opportunity to evaluate climate models under extreme forcing scenarios, in particular high (> 800ppmv) atmospheric CO2 concentrations. Although a post hoc intercomparison of Eocene (∼ 50 Ma) ...
    • Long-time analytic approximation of large stochastic oscillators : simulation, analysis and inference 

      Minas, Giorgos; Rand, David A. (2017-07-24) - Journal article
      In order to analyse large complex stochastic dynamical models such as those studied in systems biology there is currently a great need for both analytical tools and also algorithms for accurate and fast simulation and ...
    • Statistical modelling of individual animal movement : an overview of key methods and a discussion of practical challenges 

      Patterson, Toby A.; Parton, Alison; Langrock, Roland; Blackwell, Paul G.; Thomas, Len; King, Ruth (2017-10) - Journal article
      With the influx of complex and detailed tracking data gathered from electronic tracking devices, the analysis of animal movement data has recently emerged as a cottage industry among biostatisticians. New approaches of ...