Publications

Hoffman, M. J., M. Perego, L. C. Andrews, S. F. Price, T. A. Neumann, J. Johnson, and G. Catania. 2018. Widespread moulin formation during supraglacial lake drainages in Greenland. Geophys. Res. Lett., 45(2), doi.org/10.1002/2017GL075659.

Waibel, M.S, C.L. Hulbe, C.S. Jackson, and D. Martin. 2018. Rate of mass loss across the instability threshold for Thwaites Glacier determines rate of mass loss for entire basin, Geophys. Res. Lett., 45(2), doi.org/10.1002/2017GL076470.

Goelzer, H. and 30 others. 2018. Design and results of the ice sheet model initialisation experiments initMIP-Greenland: an ISMIP6 intercomparison, The Cryosphere, 12, 1433-1460, doi:10.5194/tc-12-1433-2018.

Hoffman, M. J., M. Perego, S. F. Price, W. H. Lipscomb, T. Zhang, D. Jacobsen, I. Tezaur, A. G. Salinger, R. Tuminaro, and L. Bertagna. 2018. MPAS-Albany Land Ice (MALI): a variable-resolution ice sheet model for Earth system modeling using Voronoi grids,Geosci. Model Dev., 11, 3747–3780, doi:10.5194/gmd-11-3747-2018.

Pattyn, F. et al. 2018. The Greenland and Antarctic ice sheets under 1.5°C global warming, Nature Climate Change, 8, doi:10.1038/s41558-018-0305-8.

Martin, D.F., S.L. Cornford, and A.J Payne. 2019, Millennial‐scale Vulnerability of the Antarctic Ice Sheet to Regional Ice Shelf Collapse, Geophys. Res. Lett., 46, doi.org/10.1029/2018GL081229. (see BISICLES on the GRL cover)

Lipscomb, W. H., Price, S. F., Hoffman, M. J., Leguy, G. R., Bennett, A. R., Bradley, S. L., Evans, K. J., Fyke, J. G., Kennedy, J. H., Perego, M., Ranken, D. M., Sacks, W. J., Salinger, A. G., Vargo, L. J., and Worley, P. H. 2019. Description and evaluation of the Community Ice Sheet Model (CISM) v2.1, Geosci. Model Dev., 12, 387-424, doi:10.5194/gmd-12-387-2019.

Evans, K. J., Kennedy, J. H., Lu, D., Forrester, M. M., Price, S., Fyke, J., Bennet, A., Hoffman, M. J., Tezaur, I., Zender, C. S., and Vizcaíno, M. 2019. LIVVkit 2.1: Automated and extensible ice sheet model validation, Geosci. Model Dev., 12, 1067–1086, doi:10.5194/gmd-12-1067-2019.

Seroussi, H. and 38 others. 2019. initMIP-Antarctica: an ice sheet model initialization experiment of ISMIP6, The Cryosphere, 13, 1441-1471, doi:10.5194/tc-13-1441-2019.

Bogle, I., K. Devine, M. Perego, S. Rajamanickam, and G. M. Slota. 2019. A Parallel Graph Algorithm for Detecting Mesh Singularities in Distributed Memory Ice Sheet Simulations, Proceedings of the 48th International Conference on Parallel Processing. doi:10.1145/3337821.3337841.

Hoffman, M. J., S. F. Price, X. Asay-Davis, J. G. Fyke, M. Perego. 2019. Effect of subshelf melt variability on sea level rise contribution from Thwaites Glacier, Antarctica. JGR Earth Surf. doi:10.1029/2019JF005155.

Levermann, A. and 34 others. 2020. Projecting Antarctica’s contribution to future sea level rise from basal ice-shelf melt using linear response functions of 16 ice sheet models (LARMIP-2), Earth System Dynamics, 11, 35–76, doi:10.5194/esd-11-35-2020.

Gwyther, D. E., K. Kusahara, X. S. Asay-Davis, M. S. Dinniman, B. K. Galton-Fenzi. 2020. Vertical processes and resolution impact ice shelf basal melting: a multi-model study. Ocean Modelling. doi:10.1016/j.ocemod.2020.101569.

Kachuck, S.B., D.F. Martin, J.N. Bassis, and S.F. Price. 2020. Rapid viscoelastic deformation slows marine ice sheet instability at Pine Island Glacier. Geophys. Res. Lett.. doi:10.1029/2019GL086446.

Sun, S. and 29 others. 2020. Antarctic ice sheet response to sudden and sustained ice shelf collapse (ABUMIP), Journal of Glaciology. doi:10.1017/jog.2020.67.

Nowicki, S. et al. 2020: Experimental protocol for sea level projections from ISMIP6 standalone ice sheet models, The Cryosphere, 14, 2331–2368, doi:10.5194/tc-14-2331-2020.

Jourdain, N. C., X. Asay-Davis, T. Hattermann, F. Straneo, H. Seroussi, C. M. Little, and S. Nowicki. 2020. A protocol for calculating basal melt rates in the ISMIP6 Antarctic ice sheet projections. The Cryospheres, 14, 3111-3134, doi:10.5194/tc-14-3111-2020.

Seroussi, H. and 46 others. 2020. ISMIP6 Antarctica: a multi-model ensemble of the Antarctic ice sheet evolution over the 21st century. The Cryosphere, 14, 3033-3070, doi:10.5194/tc-14-3033-2020.

Cornford, S. L. and 21 others. 2020: Results of the third Marine Ice Sheet Model Intercomparison Project (MISMIP+). The Cryosphere, 14, 2283–2301, doi:10.5194/tc-14-2283-2020.

Lipscomb, W. H., G. R. Leguy, N. C. Jourdain, X. S. Asay-Davis, H. Seroussi, S. Nowicki. 2020. ISMIP6 projections of ocean-forced Antarctic Ice Sheet evolution using the Community Ice Sheet Model. The Cryosphere, 15, 633-661, doi:10.5194/tc-15-633-2021.

Edwards, T. L. and 82 others. 2021: Projected land ice contributions to 21st century sea level rise. Nature, 593, doi:10.1038/s41586-021-03302-y.

Payne, A. J. and 63 others. 2021: Future Sea Level Change Under Coupled Model Intercomparison Project Phase 5 and Phase 6 Scenarios From the Greenland and Antarctic Ice Sheets. Geophys. Res. Lett., 48(16), doi.org/10.1029/2020gl091741.

Zhang, T., S. F. Price, M. J. Hoffman, M. Perego, and X. Asay-Davis. 2020: Diagnosing the sensitivity of grounding line flux to changes in sub-ice shelf melting. The Cryosphere, 14, 3407–3424, doi:10.5194/tc-14-3407-2020.

Watkins J., I. Tezaur, and I. Demeshko I. 2020: A Study on the Performance Portability of the Finite Element Assembly Process Within the Albany Land Ice Solver. In: van Brummelen H., Corsini A., Perotto S., Rozza G. (eds) Numerical Methods for Flows. Lecture Notes in Computational Science and Engineering, 132, Springer, Cham., doi:10.1007/978-3-030-30705-9_16.

Heinlein, A., M. Perego, and S. Rajamankickam. 2021. FROSch Preconditioners for Land Ice Simulations of Greenland and Antarctica. Technical Report, University of Cologne.

Hartland, T. and M. Perego. 2021. Accounting for rehology uncertainty when inferring the basal sliding coefficient for Humboldt glacier. Technical Report, Sandia National Laboratories.

Begeman, C.B., X. Asay-Davis, and L. Van Roekel. 2022. Ice-shelf ocean boundary layer dynamics from large-eddy simulations. Cryosphere, 16(1), 277–295, doi:10.5194/tc-16-277-2022.

Kachuck, S.B., M. Whitcomb, J.N. Bassis, D.F. Martin, and S.F. Price. 2022. Simulating ice-shelf extent using damage mechanics. Journal of Glaciology, doi:10.1017/jog.2022.12.

Schneider, A.M., C.S. Zender, and S.F. Price. 2022. More Realistic Intermediate Depth Dry Firn Densification in the Energy Exascale Earth System Model (E3SM). Journal of Advances in Modeling Earth Systems, 14, e2021MS002542, 1–21, doi:10.1029/2021ms002542.

Book, C., M. Hoffman, S. Kachuck, S. Price, T. Hillebrand, M. Perego, J. Bassis. 2022. Sensitivity of Coupled Solid Earth - Ice Sheet Modeling of Thwaites Glacier to Coupling Timescale and Earth Rheology, Earth and Planetary Science Letters, 597, 117798, doi:10.1016/j.epsl.2022.117798.

Perego, M. 2022. Large-Scale PDE-constrained Optimization for Ice-Sheet Model Initialization. SIAM News.

Felden, A. M., D. F. Martin, and E. G. Ng. 2023: SUHMO: an adaptive mesh refinement SUbglacial Hydrology MOdel v1.0, Geosci. Model Dev., 16, 407–425, doi:10.5194/gmd-16-407-2023.

Publications below are transitional with the ongoing SciDAC-5 FAnSSIE project

Hager, A.O., M.J. Hoffman, S.F. Price, and D.M. Schroeder. 2022. Persistent, Extensive Channelized Drainage Modeled Beneath Thwaites Glacier, West Antarctica. The Cryosphere, 16, 3575–3599, doi:10.5194/tc-16-3575-2022.

Hillebrand, T.R., M.J. Hoffman, M. Perego, S.F. Price, and I.M. Howat. 2022. The contribution of Humboldt Glacier, North Greenland, to sea-level rise through 2100 constrained by recent observations of speedup and retreat. The Cryosphere Discussions, doi:10.5194/tc-2022-20.

Watkins, J., M. Carlson, K. Shan, I. Tezaur, M. Perego, L. Bertagna, C. Kao, M.J. Hoffman, and S.F. Price. 2023. Performance portable ice-sheet modeling with MALI, The International Journal of High Performance Computing Applications, doi:10.1177/10943420231183688.

Carlson, M., J. Watkins, I. Tezaur. 2023. Automatic performance tuning for Albany Land Ice, Journal of Computational and Applied Mathematics, 425(115037), doi.org/10.1016/j.cam.2023.115222.

QiZhi, H., M. Perego, A.A. Howard, G.E. Karniadakis, and P. Stinis. 2023. A Hybrid Deep Neural Operator/Finite Element Method for Ice-Sheet Modeling, Journal of Computational Physics, doi.org/10.1016/j.jcp.2023.112428

Reese, W., J. Hart, B. van Bloemen Waanders, M. Perego, J. Jakeman, and A. Saibaba. 2022. Hyper-Differential Sensitivity Analysis in the Context of Bayesian Inference Applied to Ice-Sheet Problems arXiv, International Journal for Uncertainty Quantification (in press).

Howard, A.A., M. Perego, G.E. Karniadakis, and P. Stinis. 2023. Multifidelity Deep Operator Networks, arXiv, Journal of Computational Physics (in press).

Hartland, T., G. Stadler, M. Perego, K. Liegeois, and N. Petra. 2023. Hierarchical Off-Diagonal Low-Rank Approximation of Hessians in Inverse Problems, with Application to Ice Sheet Model Initializaiton, Inverse Problems, 39(085006), doi.org/10.1088/1361-6420/acd719.

Liegeois, K., M. Perego, and T. Hartland. 2023. PyAlbany: A Python Interface to the C++ Multiphysics Solver Albany, Journal of Computational and Applied Mathematics, 425(115037), doi.org/10.1016/j.cam.2022.115037.

Last updated Aug. 28, 2023