Pedion

Voltance will not invent a diffusion coefficient when n or bulk concentration were never entered. It will not invert coulombic efficiency on an anode because the current column looks the wrong way. Incremental capacity is Savitzky–Golay, never a raw difference of a 10⁵-point file. Anodes report first-cycle CE as Q_delithiation/Q_lithiation. Randles–Ševčík D and GITT D are withheld rather than decorated when the inputs are blank.

• Parsers for Bio-Logic, Gamry, Neware, Arbin, Maccor and CHI as electrochemistry, not as CSV
• Literature conventions for anode versus cathode first-cycle coulombic efficiency
• ICA with documented smoothing and named staging / H2–H3 features tracked against aging
• Nyquist fits that refuse a Warburg D invented from σ alone

CaloMag is a dedicated thermodynamic engine for PPMS VSM isotherms. After mass normalisation it treats the isotherm grid as the thermodynamic object, classifies M–H versus M–T from column variation, and evaluates Maxwell ΔS_M, RCP, ΔC_p, Banerjee on Arrott plots, and critical exponents from modified Arrott, Kouvel–Fisher and power-law scaling. Mean-field scaling is flagged, not pretended, on a discontinuous transition.

• Native MultiVu parse; Time, T, H, M identified; mass normalisation that never overwrites the raw file
• Maxwell ΔS_M, FWHM, RCP and ΔC_p = T (∂ΔS_M/∂T)_H on the same grid
• Banerjee criterion and MAP / Kouvel–Fisher / power-law exponents with β, γ adjustable
• Gd (SOMT) and La(Fe,Si)₁₃ (FOMT) demonstrations so the two working-fluid families can be read side by side

ThermoCal treats assembly as an instrument. It builds the T-grid on the overlap of the loaded series. If κ stops at 773 K, zT stops at 773 K. The PF–zT tab will show a power factor without a zT until κ arrives. A dashed zT is not drawn. Provenance sits on every cell: measured, interpolated onto the grid, or absent. Lorenz and Th/Tc corrections are explicit, not tribal knowledge.

• No extrapolation, on principle — zT lives only on the overlap of S, ρ and κ
• Provenance on every assembled cell; the worksheet is live, not an export
• Lorenz number and Thomson/Peltier bookkeeping stated rather than assumed
• Origin-style paper plots: margins, dual axes, closed/open symbols, captions

Piezoic inverts that order. Geometry is a first-class object. Every derived quantity carries its definition: d₃₃* is labelled large-signal; the high-field slope of a unipolar S–E loop is the only S–E number allowed to stand next to a Berlincourt reading; k_eff is withheld when the resonator is overdamped, sparse, or non-resonant. A 15 % disagreement between d₃₃* and constitutive d₃₃ raises a flag. High d·g, high k² and high Q_m are three different optima.

• S–E and P–E families sharing specimen geometry, so S(P) and electrostriction tests are rearrangements, not a second experiment
• IEEE 176 / EN 50324 resonance with k_eff withheld when the resonator is not actually resonant
• Berlincourt d₃₃(T) with heat/cool T_d and hysteresis called out rather than hidden
• Rayleigh d_init + α E₀ on subcoercive minors as a quantitative signature of domain-wall mobility

DielCal is a single session for LCR, P–E and Maxwell electrocalorics. Novocontrol, Keysight, Radiant, AixACCT and PPMS streams parse without a hand-built column map. Electrode area, gap, density and specific heat are sliders: change d and E, P, ε′ and ΔS_E move. The engine classifies proper ferroelectric, relaxor, linear dielectric, or Maxwell–Wagner artefact. A narrow |ΔS|(T) on a steep P(T) drop is first-order-like, and Maxwell is not allowed to travel without that warning.

• Instrument-native import and live geometry so ε′, E and P update with A and d
• Isofrequency ε′(T, f) with log frequency as colour, not a piled legend
• P–E loops with P_r, E_c, U_rec and η; pinched or leaky loops flagged rather than silently integrated
• Indirect Maxwell −ΔS_E and ΔT_ad with a first-order coexistence warning

Voltance will not invent a diffusion coefficient when n or bulk concentration were never entered. It will not invert coulombic efficiency on an anode because the current column looks the wrong way. Incremental capacity is Savitzky–Golay, never a raw difference of a 10⁵-point file. Anodes report first-cycle CE as Q_delithiation/Q_lithiation. Randles–Ševčík D and GITT D are withheld rather than decorated when the inputs are blank.

• Parsers for Bio-Logic, Gamry, Neware, Arbin, Maccor and CHI as electrochemistry, not as CSV
• Literature conventions for anode versus cathode first-cycle coulombic efficiency
• ICA with documented smoothing and named staging / H2–H3 features tracked against aging
• Nyquist fits that refuse a Warburg D invented from σ alone

CaloMag is a dedicated thermodynamic engine for PPMS VSM isotherms. After mass normalisation it treats the isotherm grid as the thermodynamic object, classifies M–H versus M–T from column variation, and evaluates Maxwell ΔS_M, RCP, ΔC_p, Banerjee on Arrott plots, and critical exponents from modified Arrott, Kouvel–Fisher and power-law scaling. Mean-field scaling is flagged, not pretended, on a discontinuous transition.

• Native MultiVu parse; Time, T, H, M identified; mass normalisation that never overwrites the raw file
• Maxwell ΔS_M, FWHM, RCP and ΔC_p = T (∂ΔS_M/∂T)_H on the same grid
• Banerjee criterion and MAP / Kouvel–Fisher / power-law exponents with β, γ adjustable
• Gd (SOMT) and La(Fe,Si)₁₃ (FOMT) demonstrations so the two working-fluid families can be read side by side