Major refactor

benchmarks/mplstyle.mplstyle

@@ -1,39 +1,62 @@
-axes.grid               : True
-axes.axisbelow          : True
-axes.titlesize          : medium
-axes.prop_cycle         : cycler(color=['1f77b4', 'd62728', '9467bd', '2ca02c', 'ff7f0e', '8c564b', 'e377c2', '7f7f7f', 'bcbd22', '17becf'])
-axes.labelsize          : small
-axes.formatter.use_mathtext : True
-axes.spines.top         : True
-axes.spines.right       : True
-
-errorbar.capsize        : 2
-
-font.size               : 12
-
-figure.figsize          : 5.6, 3.9
-
-text.usetex             : True
-text.latex.preamble     : \usepackage{amsmath}
-
-grid.color              : cccccc
-grid.linestyle          : -
-grid.linewidth          : 0.05
-
-legend.fontsize         : small
-legend.numpoints        : 1
-legend.scatterpoints    : 1
-legend.loc              : best
-legend.fancybox         : True
-legend.framealpha       : 0.8
-
-lines.markersize        : 4
-
-mathtext.default        : regular
-
-xtick.labelsize         : small
-ytick.labelsize         : small
-xtick.top               : False
-ytick.right             : False
-
-svg.fonttype            : none
+axes.grid                    : False
+axes.axisbelow               : True
+axes.titlesize               : 16
+axes.labelsize               : 16
+axes.labelpad                : 6
+axes.formatter.use_mathtext  : True
+axes.linewidth               : 1.2
+axes.spines.top              : True
+axes.spines.right            : True
+axes.prop_cycle              : cycler(color=['000000', '1f77b4', 'd62728', '2ca02c', '9467bd', 'ff7f0e', '8c564b', 'e377c2', '7f7f7f', 'bcbd22', '17becf'])
+
+errorbar.capsize             : 2
+
+font.family                  : sans-serif
+font.sans-serif              : DejaVu Sans, Helvetica, Arial, Liberation Sans
+font.size                    : 14
+
+figure.figsize               : 6.0, 4.5
+
+# text.usetex                  : True
+# text.latex.preamble          : \usepackage{amsmath}
+text.usetex                  : False
+
+grid.color                   : cccccc
+grid.linestyle               : -
+grid.linewidth               : 0.2
+
+legend.fontsize              : 14
+legend.numpoints             : 1
+legend.scatterpoints         : 1
+legend.loc                   : best
+legend.frameon               : False
+legend.fancybox              : False
+legend.borderaxespad         : 0.6
+legend.handlelength          : 2.0
+
+lines.linewidth              : 2.0
+lines.markersize             : 4.0
+
+mathtext.default             : regular
+mathtext.fontset             : dejavusans
+
+xtick.direction              : in
+ytick.direction              : in
+xtick.top                    : True
+ytick.right                  : True
+xtick.minor.visible          : True
+ytick.minor.visible          : True
+xtick.major.size             : 7
+ytick.major.size             : 7
+xtick.minor.size             : 4
+ytick.minor.size             : 4
+xtick.major.width            : 1.2
+ytick.major.width            : 1.2
+xtick.minor.width            : 1.0
+ytick.minor.width            : 1.0
+xtick.labelsize              : 12
+ytick.labelsize              : 12
+
+savefig.bbox                 : tight
+savefig.pad_inches           : 0.03
+svg.fonttype                 : none

docs/configuration-cards.md

@@ -115,37 +115,20 @@ tabulation:
 xi: [1.0, 1.0, 1.0]
 
 # --- Optional: SIDIS grid filling only ---
-# Omit these for DIS/SIA-only workflows. DIS/SIA Q^2 tabulation in build_grid().
+# Omit these for DIS/SIA-only workflows.
 #
 # sidis_mode: legacy | bsf_exact
 # sidis_int_eps: <double>   # APFEL++ InitializeSidisObjects tolerance (default 1e-3)
-# sidis_q2_n_intermediate: <int>
-# sidis_q2_include_thresholds: <bool>
-# sidis_q2_use_bin_centers_only: <bool>
-# sidis_z_quad_subdivisions: <int>
 ```
 
 #### SIDIS-only YAML fields {#operator-card-sidis-fields}
 
 These keys are parsed into `pineapfel::OperatorCard` and affect **`build_grid()` only
-when the grid card has `Process: SIDIS`**. They are **ignored for \(Q^2\) node
-generation** in DIS and SIA (those processes use fixed legacy \(Q^2\) rules inside
-the library).
+when the grid card has `Process: SIDIS`**.
 
 | YAML key | C++ default (if omitted) | Purpose |
 |----------|-------------------------|---------|
 | `sidis_mode` | `legacy` | `legacy` = Gauss–Legendre \(z\) quadrature in each \(z\) bin; `bsf_exact` = APFEL++-style \(z\) weights (`IntInterpolant`) for extended \(z\) bins. |
 | `sidis_int_eps` | `1e-3` | Relative tolerance for `InitializeSidisObjects` / SIDIS NNLO setup (tests often use `1e-1`). |
-| `sidis_q2_n_intermediate` | `3` | Extra geometric \(Q^2\) nodes between each bin’s lower/upper edge (SIDIS global \(Q^2\) list). |
-| `sidis_q2_include_thresholds` | `true` | Insert \(m_q^2\) into the SIDIS global \(Q^2\) list when in range. |
-| `sidis_q2_use_bin_centers_only` | `false` | If `true`, global \(Q^2\) nodes are only \(\sqrt{Q^2_\mathrm{lo} Q^2_\mathrm{hi}}\) per bin (typical for point \(Q^2\) bins; fill activates one slice per bin). |
-| `sidis_z_quad_subdivisions` | `1` | Legacy mode: number of \(z\)-subintervals per bin for internal 8-point GL quadrature. |
 
-For **recommended values** when matching APFEL++ BSF-style SIDIS (and for avoiding
-PineAPPL \(Q^2\)-axis over-counting on point grids), set `sidis_mode: bsf_exact` and
-
-`sidis_q2_n_intermediate: 0`, `sidis_q2_include_thresholds: false`,
-`sidis_q2_use_bin_centers_only: true`, `sidis_z_quad_subdivisions: 32`
-
-explicitly on the operator YAML. Full rationale, workflow, and copy-paste block:
-[Grid creation — Operator card: SIDIS-only settings](grid-creation.md#sidis-operator-card).
+See [Grid creation — Operator card: SIDIS-only settings](grid-creation.md#sidis-operator-card) for details.