NeuralBench
168 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 VIC confidence 0.70
**Sweep** — Hold the resonant choke near baseline and walk peak_v down a low-duty ladder to land V_cell ~500V (150-250 Td) with Faradaic leakage <10mA — a drive-space sweep, not another high-L f_r dra...
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 VIC confidence 0.70
**Sweep** — Drive V below 100V with low duty to walk vapor-film Td into 80-250 window while holding Faradaic leakage <10mA; higher-L AWG24 chokes pull f_r toward 55-75kHz for magnification. - **Cell**...
calculation VIC confidence 0.70
**Sweep** — Push f_r into 55-75kHz with higher-L AWG24 chokes and drop peak_v to walk vapor-film Td down into the 80-250 cold-chemistry window, sweeping duty widely to break degeneracy and keep Farada...
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 VIC confidence 0.70
**Sweep** — Finer grid around the adopted AWG22 0.7 mH tank plus higher-L/higher-turn territory to push f_r below 85 kHz, sweeping low-duty low-peak drive to trend Faradaic leakage down and find the s...
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 VIC confidence 0.70
**Sweep** — At adopted 60V sub-breakdown drive, raise L on AWG24 chokes to pull f_r from 94.87 kHz down into 55-75 kHz and land the vapor film in the 80-250 Td cold-chemistry window while trending low...
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 VIC confidence 0.70
**Sweep** — Raise coil Q with tighter AWG24 chokes at fewer turns to pull f_r into 55-75kHz, lifting V_cell toward ~150 Td at the adopted 60V sub-breakdown drive, with a couple short high-peak edges t...
calculation VIC confidence 0.70
**Sweep** — Finer grid around the 1mH/Q4/72V-3% best while pushing lower L and low-duty higher-V to shrink C_dl-driven τ_EDL and hold the vapor film in the 100-150 Td cold-chemistry window with leakag...
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 VIC confidence 0.70
**Sweep** — Pull the vapor film from 350Td into the 150-250Td cold-chemistry window by dropping choke L below 581µH, damping Q to 4-6 from the resistance side (thin high-AWG turns), and cutting drive...
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 VIC confidence 0.70
**Sweep** — Hold peakV modest (80-140V) but sweep a WIDER choke-inductance ladder above/below 581µH to move f_r off the water-branch-limited point and land Q in the 4-6 band from the inductance side,...
calculation VIC confidence 0.70
**Sweep** — Fix the #1 cell; tune film Td into the 80-250 window by pairing a finer choke grid around 581µH (nudging Q) with a moderate low-voltage / low-duty drive tier that pulls V_cell down from th...
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 VIC confidence 0.70
**Sweep** — screen-guided: live [Choke L (each), Turns], refined score 0.418 - **Cell** — 12mm rod in 24.0mm tube × 100mm, 6 cell(s) parallel → C_eff = 3.85nF, bulk water R = 3774Ω. - **Water/electrod...
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 VIC confidence 0.70
**Sweep** — Hold the proven 3.7mH/12.9kHz neighborhood but push drive to 350V at low duty to lift V_cell/Td toward the deep CGDE window while keeping average draw safe and probing the breakdown ceilin...
calculation VIC confidence 0.70
**Sweep** — Bridge the untested 20-32kHz gap with mid-L chokes at low C while keeping a fine grid around the proven 3.7mH/12.9kHz best, and pair high peak_v with low duty to push Td deep into the CGDE...
calculation VIC confidence 0.70
**Sweep** — 1-2 cell C≈1.37nF: sweep 3.7-9mH high-turn AWG18-22 chokes to force f_r into the untested 32-50kHz band and test whether Q survives at higher frequency while pushing Td via high peak_v at...
calculation VIC confidence 0.70
**Sweep** — At C=1.37nF (1-2 cell), sweep per-choke L 3.7-9mH to land f_r in the untested 32-50kHz band with high-turn AWG18-22 coils, and raise peak_v (low duty) to drive Td toward 80. - **Cell** — 8...
calculation VIC confidence 0.70
**Sweep** — Force the 1.37nF (1-2 cell) case: sweep per-choke L 3.7-9mH to land f_r across the untested 32-50kHz compliant band, with high-turn AWG18-22 coils to hold coil Q high while I chase Td, not...