{
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  "Package": "fdaPDE",
  "Version": "1.1-24",
  "Date": "2026-06-03",
  "Title": "Physics-Informed Spatial and Functional Data Analysis",
  "Authors@R": "c(person(\"Eleonora\", \"Arnone\", role = c(\"aut\", \"cre\"),\nemail = \"eleonora.arnone@polimi.it\"),\nperson(\"Aldo\", \"Clemente\", role = \"aut\",\nemail = \" aldo.clemente@polimi.it\"),\nperson(\"Laura M.\", \"Sangalli\", role = c(\"aut\"),\nemail = \"laura.sangalli@polimi.it\"),\nperson(\"Eardi\", \"Lila\", role = c(\"aut\"),\nemail = \"elila@uw.edu\"),\nperson(\"Jim\", \"Ramsay\", role = \"aut\",\nemail = \" ramsay@psych.mcgill.ca\"),\nperson(\"Luca\", \"Formaggia\", role = \"aut\",\nemail = \" luca.formaggia@polimi.it\"),\nperson(\"Giovanni\", \"Ardenghi\", role = \"ctb\"),\nperson(\"Blerta\", \"Begu\", role = \"ctb\"),\nperson(\"Michele\", \"Cavazzutti\", role = \"ctb\"),\nperson(\"Alessandra\", \"Colli\", role = \"ctb\"),\nperson(\"Alberto\", \"Colombo\", role = \"ctb\"),\nperson(\"Luca\", \"Colombo\", role = \"ctb\"),\nperson(\"Carlo\", \"de Falco\", role = \"ctb\"),\nperson(\"Enrico\", \"Dall'Acqua\", role = \"ctb\"),\nperson(\"Giulia\", \"Ferla\", role = \"ctb\"),\nperson(\"Lorenzo\", \"Ghilotti\", role = \"ctb\"),\nperson(\"Cristina\", \"Galimberti\", role = \"ctb\"),\nperson(\"Jiyoung\", \"Kim\", role = \"ctb\"),\nperson(\"Martina\", \"Massardi\", role = \"ctb\"),\nperson(\"Giorgio\", \"Meretti\", role = \"ctb\"),\nperson(\"Simone\",\"Panzeri\", role = \"ctb\"),\nperson(\"Giulio\", \"Perin\", role = \"ctb\"),\nperson(\"Clara\", \"Pigolotti\", role = \"ctb\"),\nperson(\"Andrea\", \"Poiatti\", role = \"ctb\"),\nperson(\"Gian Matteo\", \"Rinaldi\", role = \"ctb\"),\nperson(\"Stefano\", \"Spaziani\", role = \"ctb\"),\nperson(\"Andrea\", \"Vicini\", role = \"ctb\"),\nperson(\"David C.\", \"Sterratt\", role=c(\"cph\"),\ncomment = \"Author of included Triangle source files\")\n)",
  "Maintainer": "Eleonora Arnone <eleonora.arnone@polimi.it>",
  "Description": "An implementation of regression models with partial\ndifferential regularizations, making use of the Finite Element\nMethod. The models efficiently handle data distributed over\nirregularly shaped domains and can comply with various\nconditions at the boundaries of the domain. A priori\ninformation about the spatial structure of the phenomenon under\nstudy can be incorporated in the model via the differential\nregularization. See Sangalli, L. M. (2021)\n<doi:10.1111/insr.12444> \"Spatial Regression With Partial\nDifferential Equation Regularisation\" for an overview. The\nrelease 1.1-9 requires R (>= 4.2.0) to be installed on windows\nmachines.",
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  "Author": "Eleonora Arnone [aut, cre], Aldo Clemente [aut], Laura M.\nSangalli [aut], Eardi Lila [aut], Jim Ramsay [aut], Luca\nFormaggia [aut], Giovanni Ardenghi [ctb], Blerta Begu [ctb],\nMichele Cavazzutti [ctb], Alessandra Colli [ctb], Alberto\nColombo [ctb], Luca Colombo [ctb], Carlo de Falco [ctb], Enrico\nDall'Acqua [ctb], Giulia Ferla [ctb], Lorenzo Ghilotti [ctb],\nCristina Galimberti [ctb], Jiyoung Kim [ctb], Martina Massardi\n[ctb], Giorgio Meretti [ctb], Simone Panzeri [ctb], Giulio\nPerin [ctb], Clara Pigolotti [ctb], Andrea Poiatti [ctb], Gian\nMatteo Rinaldi [ctb], Stefano Spaziani [ctb], Andrea Vicini\n[ctb], David C. Sterratt [cph] (Author of included Triangle\nsource files)",
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  "Repository": "https://eleonoraarnone.r-universe.dev",
  "Date/Publication": "2026-06-04 17:10:08 UTC",
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    "create.FEM.basis",
    "create.mesh.1.5D",
    "create.mesh.2.5D",
    "create.mesh.2D",
    "create.MESH.2D",
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    "DE.FEM",
    "DE.FEM.time",
    "DE.heat.FEM",
    "DE.heat.FEM.time",
    "eval.FEM",
    "eval.FEM.time",
    "FEM",
    "FEM.time",
    "FPCA.FEM",
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    "fs.test.3D",
    "inferenceDataObjectBuilder",
    "inferenceDataObjectTimeBuilder",
    "projection.points.1.5D",
    "projection.points.2.5D",
    "R_eval.FEM",
    "R_eval.FEM.basis",
    "R_mass",
    "R_smooth.FEM.basis",
    "R_stiff",
    "refine.by.splitting.mesh.1.5D",
    "refine.by.splitting.mesh.2.5D",
    "refine.by.splitting.mesh.2D",
    "refine.by.splitting.mesh.3D",
    "refine.mesh.1.5D",
    "refine.mesh.2D",
    "refine.MESH.2D",
    "smooth.FEM",
    "smooth.FEM.basis",
    "smooth.FEM.PDE.basis",
    "smooth.FEM.PDE.sv.basis",
    "smooth.FEM.time"
  ],
  "_datasets": [
    {
      "name": "horseshoe2.5D",
      "title": "Horseshoe2.5D domain",
      "object": "horseshoe2.5D",
      "file": "horseshoe2.5D.RData",
      "class": [
        "mesh.2.5D"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "horseshoe2D",
      "title": "Horseshoe domain",
      "object": "horseshoe2D",
      "file": "horseshoe2D.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "hub2.5D",
      "title": "Hub domain",
      "object": "hub2.5D",
      "file": "hub2.5D.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "quasicircle2D",
      "title": "Quasicircle2D domain",
      "object": "quasicircle2D",
      "file": "quasicircle2D.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "quasicircle2Dareal",
      "title": "Quasicircle2Dareal domain",
      "object": "quasicircle2Dareal",
      "file": "quasicircle2Dareal.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "sphere3Ddata",
      "title": "Sphere3Ddata",
      "object": "sphere3Ddata",
      "file": "sphere3Ddata.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "covs.test",
      "title": "Covariate test function for the horseshoe domain",
      "topics": [
        "covs.test"
      ]
    },
    {
      "page": "create.FEM.basis",
      "title": "Create a FEM basis",
      "topics": [
        "create.FEM.basis"
      ]
    },
    {
      "page": "create.mesh.1.5D",
      "title": "Create a 1.5D linear network mesh",
      "topics": [
        "create.mesh.1.5D"
      ]
    },
    {
      "page": "create.mesh.2.5D",
      "title": "Create a 'mesh.2.5D' object from the nodes locations and the connectivity matrix",
      "topics": [
        "create.mesh.2.5D"
      ]
    },
    {
      "page": "create.mesh.2D",
      "title": "Create a 2D triangular mesh",
      "topics": [
        "create.mesh.2D"
      ]
    },
    {
      "page": "create.mesh.3D",
      "title": "Create a 'mesh.3D' object from the connectivity matrix and nodes locations",
      "topics": [
        "create.mesh.3D"
      ]
    },
    {
      "page": "DE.FEM",
      "title": "Nonparametric density estimation with differential regularization",
      "topics": [
        "DE.FEM"
      ]
    },
    {
      "page": "DE.FEM.time",
      "title": "Nonparametric spatio-temporal density estimation with differential regularization",
      "topics": [
        "DE.FEM.time"
      ]
    },
    {
      "page": "DE.heat.FEM",
      "title": "Density initialization",
      "topics": [
        "DE.heat.FEM"
      ]
    },
    {
      "page": "DE.heat.FEM.time",
      "title": "Spatio-temporal density initialization",
      "topics": [
        "DE.heat.FEM.time"
      ]
    },
    {
      "page": "eval.FEM",
      "title": "Evaluate a FEM object at a set of point locations",
      "topics": [
        "eval.FEM"
      ]
    },
    {
      "page": "eval.FEM.time",
      "title": "Evaluate a FEM.time object at a set of point locations",
      "topics": [
        "eval.FEM.time"
      ]
    },
    {
      "page": "fdaPDE-deprecated",
      "title": "Deprecated Functions",
      "topics": [
        "create.MESH.2D",
        "fdaPDE-deprecated",
        "plot.MESH2D",
        "refine.MESH.2D",
        "R_eval.FEM",
        "R_eval.FEM.basis",
        "R_mass",
        "R_smooth.FEM.basis",
        "R_stiff",
        "smooth.FEM.basis",
        "smooth.FEM.PDE.basis",
        "smooth.FEM.PDE.sv.basis"
      ]
    },
    {
      "page": "FEM",
      "title": "Define a surface or spatial field by a Finite Element basis expansion",
      "topics": [
        "FEM"
      ]
    },
    {
      "page": "FEM.time",
      "title": "Define a spatio-temporal field by a Finite Element basis expansion",
      "topics": [
        "FEM.time"
      ]
    },
    {
      "page": "FPCA.FEM",
      "title": "Smooth Functional Principal Component Analysis",
      "topics": [
        "FPCA.FEM"
      ]
    },
    {
      "page": "fs.test",
      "title": "FELSPLINE test function",
      "topics": [
        "fs.test"
      ]
    },
    {
      "page": "fs.test.3D",
      "title": "FELSPLINE 3D test function",
      "topics": [
        "fs.test.3D"
      ]
    },
    {
      "page": "horseshoe2.5D",
      "title": "Horseshoe2.5D domain",
      "topics": [
        "horseshoe2.5D"
      ]
    },
    {
      "page": "horseshoe2D",
      "title": "Horseshoe domain",
      "topics": [
        "horseshoe2D"
      ]
    },
    {
      "page": "hub2.5D",
      "title": "Hub domain",
      "topics": [
        "hub2.5D"
      ]
    },
    {
      "page": "image.FEM",
      "title": "Image Plot of a 2D FEM object",
      "topics": [
        "image.FEM"
      ]
    },
    {
      "page": "image.FEM.time",
      "title": "Image plot of a 2D FEM.time object at a given time",
      "topics": [
        "image.FEM.time"
      ]
    },
    {
      "page": "inferenceDataObject-class",
      "title": "Class for inference data",
      "topics": [
        "inferenceDataObject",
        "inferenceDataObject-class"
      ]
    },
    {
      "page": "inferenceDataObjectBuilder",
      "title": "Constructor for inferenceDataObject class",
      "topics": [
        "inferenceDataObjectBuilder"
      ]
    },
    {
      "page": "inferenceDataObjectTime-class",
      "title": "Class for inference data in ST case",
      "topics": [
        "inferenceDataObjectTime",
        "inferenceDataObjectTime-class"
      ]
    },
    {
      "page": "inferenceDataObjectTimeBuilder",
      "title": "Constructor for inferenceDataObjectTime class",
      "topics": [
        "inferenceDataObjectTimeBuilder"
      ]
    },
    {
      "page": "plot.FEM",
      "title": "Plot a 'FEM' object",
      "topics": [
        "plot.FEM"
      ]
    },
    {
      "page": "plot.FEM.time",
      "title": "Plot a 'FEM.time' object at a given time",
      "topics": [
        "plot.FEM.time"
      ]
    },
    {
      "page": "plot.mesh.1.5D",
      "title": "Plot a mesh.1.5D object",
      "topics": [
        "plot.mesh.1.5D"
      ]
    },
    {
      "page": "plot.mesh.2.5D",
      "title": "Plot a mesh.2.5D object",
      "topics": [
        "plot.mesh.2.5D"
      ]
    },
    {
      "page": "plot.mesh.2D",
      "title": "Plot a mesh.2D object",
      "topics": [
        "plot.mesh.2D"
      ]
    },
    {
      "page": "plot.mesh.3D",
      "title": "Plot a mesh.3D object",
      "topics": [
        "plot.mesh.3D"
      ]
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