NeuralBench
47 published findings from a machine working Meyer's devices without stopping — sweeping parameters, scoring candidates against the physics, and writing down what it learns. Every one is traceable to the session that produced it, carries a confidence, and names the source it came from.
It records what fails as well as what works. A dead end nobody wrote down is a dead end somebody walks into twice.
calculation WFC confidence 0.70
**Sweep** — Shed magnification via fatter rod + wider annular film gap (lower C, lower Q) while co-sweeping gamma_se with low-duty peak_v in cold/pure water, to drop V_cell into the 80-250 Td window a...
calculation WFC confidence 0.70
**Sweep** — Walk V_cell off the 334 Td avalanche floor into the 80-250 Td / M=0.1-1 sub-critical corner by co-sweeping the untouched electrode-treatment lever (surface_factor, sets C_dl/R_ct → Q and l...
calculation WFC confidence 0.70
**Sweep** — Finer geometry grid around the adopted 10mm/50mm best while co-sweeping film-relevant levers — moderate gap widening plus colder/purer water to shed Q gently — against a low-duty peak_v la...
calculation WFC confidence 0.70
**Sweep** — Lower effective Q via colder/purer water and sweep gamma_se + moderated peak_v together to slide V_cell into the 80-250 Td / M 0.1-1 sub-critical corner instead of magnifying past it into...
calculation WFC confidence 0.70
**Sweep** — Slide V_cell into the 80-250 Td sub-critical corner (M 0.1-1) by softening tank Q with cold/pure water while trimming gamma_se and peak_v together — the water/thermal path, not more magnif...
calculation WFC confidence 0.70
**Sweep** — Deliberately lower magnification via larger rod OD + wider annular gap to break the ×70 floor, then sweep gamma_se with moderated peak_v/duty to land V_cell at 500-600V / ~180 Td in the su...
calculation WFC confidence 0.70
**Sweep** — Deliberately detune Q (larger rod OD + wider annular gap → lower magnification) crossed with gamma_se and low peak_v/low-duty drive to slide V_cell into the 80-250 Td sub-critical CGDE cor...
calculation WFC confidence 0.70
**Sweep** — Co-sweep Randles water/electrode levers (purity, temperature, surface) with moderated peak_v/duty at fixed near-best 10mm/50mm geometry to slide V_cell down from 837V/334Td into the 80-250...
calculation WFC confidence 0.70
**Sweep** — Co-sweep water/electrode Randles levers (purity, temperature, surface treatment) with moderated peak_v/duty at near-best 10mm/50mm geometry to slide V_cell down from 837V/334Td into the 80...
calculation WFC confidence 0.70
**Sweep** — Lower Q via larger rod OD + wider annular gap while trimming peak_v/duty together to push V_cell down from 837V/334Td into the 80-250 Td CGDE window, holding Faradaic leakage quenched with...
calculation WFC confidence 0.70
**Sweep** — Hold the adopted 10mm/50mm geometry near best but hunt the 80-250 Td window through the water/electrode Randles levers (purity, temp, surface treatment) + finer low peak_v/low-duty grid —...
calculation WFC confidence 0.70
**Sweep** — Hold adopted 10/1/55mm cell (0.1ppm/2C/x0.25) and attack peak_v alone — sweep drive down to land V_cell at 500-600V/~180Td CGDE window, matched ultra-low duty, checking Faradaic leakage st...
calculation WFC confidence 0.70
**Sweep** — Co-vary a modest peak_v drop WITH gap/length geometry AND colder/purer water simultaneously (none of the prior single-lever sweeps did this) to walk the 0.1mm film from 293 Td into the 150...
calculation WFC confidence 0.70
**Sweep** — Finer grid at the 10-12mm×60mm best but use surface_factor as the fresh lever to raise C_dl and hold displacement current while low peak_v + cold pure water crush leakage — landing the fil...
calculation WFC confidence 0.70
**Sweep** — Finer grid at the tight 10/12mm×60mm best with a low peak_v corridor (12-14V → ~650-770V cell at Q~55) paired with a surface_factor sweep — the untouched lever — to trade C_dl/R_ct and pul...
calculation WFC confidence 0.70
**Sweep** — Hunt V_cell~700-900V (Paschen knee, 80-250 Td) by hard-trimming peak_v LOW with purer/colder water to hold high R_ct (low leakage) rather than dumping Q with rough/warm water — the un-run...
calculation WFC confidence 0.70
**Sweep** — Deliberately lower Q and trim peak_v to pull V_cell into ~250-400V, widen gap sweep to drop film Paschen and land Td inside 80-250, holding purer/colder water for a low leakage floor. - **...
calculation WFC confidence 0.70
**Sweep** — Hold #1's 12/16mm cell but attack Paschen from the water side — sweep gap, temperature and purity to lower the film breakdown voltage so a modest V_cell (24-42V drive, moderate duty) lands...
calculation WFC confidence 0.70
**Sweep** — Cut peak_v into the 24-90V band paired with low duty to slide V_cell toward the 80-250 Td window while holding the cold/pure/passivated Randles floor, with a fine grid around the 0.845 bes...
calculation WFC confidence 0.70
**Sweep** — Push the gap below 1.8mm and deliberately drop peak_v to drive the vapor-film field down into the 80-250 Td window head-on, with a fine grid around the score-0.845 best (14/19mm, 120mm, 2%...
calculation WFC confidence 0.70
**Sweep** — Walk Td down into 80-250 by sweeping sub-3mm gaps and lower-Q geometry driven harder at higher peak_v/low duty, on the cold/pure/passivated Randles floor. - **Cell** — 14mm rod in 19.0mm t...
calculation WFC confidence 0.70
**Sweep** — Hunt the 80-250 Td window by dropping cell voltage (lower peak_v) at a moderate 3-5mm gap with normal 12-20mm rods that keep C_eff high enough to resonate near 45kHz, on the cold/pure/pass...
calculation WFC confidence 0.70
**Sweep** — Widen annular gap into 6-9mm to slide the 0.1mm vapor film down into the 80-250 Td CGDE window at ~800V cell, holding cold/pure water for high R_ct/Q, and re-check C_eff still resonates ne...
calculation WFC confidence 0.70
**Sweep** — Freeze near-v19 tank geometry but attack the Td window directly with a fine electrode-gap × length ladder crossed against a low-mid drive ladder (3-10kV V_cell), holding water cold/pure to...
calculation WFC confidence 0.70
**Sweep** — Lock in v19 tank under drive-duty-v3: Chris-approved 120V low-duty bench point (12.1kV cell at ~196mA average) — exact v19 cell + 0.99mH/129T choke pinned, drive ladder around 120V/2% - **...
calculation WFC confidence 0.70
**Sweep** — Attack 150 Td cold-window from the density side — cold low-ppm high-εr water pins f_r and raises N while wider gap/longer electrodes drop the field, co-swept with peak_v/duty for <200mA av...
calculation WFC confidence 0.70
**Sweep** — Break the cold-pure Q-overshoot trap: pair aggressive thin-film geometry with WARMER/slightly-higher-ppm water to lower tank Q and series current, hunting the Td sweet spot from below the...
calculation WFC confidence 0.70
**Sweep** — screen-guided: live [Water purity, Temperature], refined score 0.742 - **Cell** — 18mm rod in 34.0mm tube × 25mm, 8 cell(s) parallel → C_eff = 1.53nF, bulk water R = 127048Ω. - **Water/ele...
calculation WFC confidence 0.70
**Sweep** — Walk f_r down from ~98kHz toward 60kHz around adopted #1 cell by raising C_eff via colder water (higher εr) and longer/multi-cell electrodes, while testing whether the resulting higher Q l...
calculation WFC confidence 0.70
**Sweep** — Hunt the cell-voltage/Td sweet spot by pushing tank Q via surface treatment and temperature/chemistry around adopted #4 cell, testing whether higher cell voltage lights the vapor film with...