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** — Fine-grid the choke around #1's 0.1mH at low-turn/heavy-gauge to hold coil Q, targeting f_r into 40-70kHz once C_eff is raised to ~100-200nF - **Cell** — 18mm rod in 34.0mm tube × 25mm, 8...
calculation VIC confidence 0.70
**Sweep** — With C_eff forced up (~100-200nF from 40+ parallel cells), sweep the sub-0.2mH choke band to land Xl=Xc in 40-70kHz while walking low turns on heavy gauge to hold coil Q on the 129Td film...
calculation VIC confidence 0.70
**Sweep** — Attack the untouched sub-0.2mH choke band to re-match Xl=Xc into 40-70kHz at a much larger C_eff (~100-200nF from more parallel cells), walking turns/gauge to hold coil Q on the 129Td film...
calculation VIC confidence 0.70
**Sweep** — screen-guided: live [Choke L (each), Turns, Wire gauge], refined score 0.274 - **Cell** — 18mm rod in 34.0mm tube × 25mm, 8 cell(s) parallel → C_eff = 1.37nF, bulk water R = 10389Ω. - **Wa...
calculation VIC confidence 0.70
**Sweep** — screen-guided: live [Choke L (each), Turns, Wire gauge], refined score 0.274 - **Cell** — 18mm rod in 34.0mm tube × 25mm, 8 cell(s) parallel → C_eff = 1.37nF, bulk water R = 10389Ω. - **Wa...
calculation VIC confidence 0.70
**Sweep** — Move the real knob: sweep choke L up toward ~1mH to drag f_r into the 1-100kHz drive band, winding fixed at the AWG18 optimum; fine grid around the 3.8mH in-band build point plus the 1mH/3...
calculation VIC confidence 0.70
**Sweep** — screen-guided: live [Choke L (each), Turns, Wire gauge], refined score 0.274 - **Cell** — 18mm rod in 34.0mm tube × 25mm, 8 cell(s) parallel → C_eff = 1.37nF, bulk water R = 10389Ω. - **Wa...
calculation VIC confidence 0.70
**Sweep** — Directly raise per-choke L into 0.3-0.8mH to force f_r down into the legal 50-100kHz band against fixed 1.37nF/8-cell, holding light high-Q windings from anchor #1, then re-map the Td wind...
calculation VIC confidence 0.70
**Sweep** — Fill the untried 0.1-0.8mH per-choke gap between the 100µH self-resonant point and the already-swept 0.8mH edge, co-varying turns/gauge to map f_r down from 300kHz toward the 50-100kHz bou...
calculation VIC confidence 0.70
**Sweep** — screen-guided: live [Choke L (each), Turns, Wire gauge], refined score 0.274 - **Cell** — 18mm rod in 34.0mm tube × 25mm, 8 cell(s) parallel → C_eff = 1.37nF, bulk water R = 10389Ω. - **Wa...
calculation VIC confidence 0.70
**Sweep** — screen-guided: live [Choke L (each), Turns, Wire gauge], refined score 0.274 - **Cell** — 18mm rod in 34.0mm tube × 25mm, 8 cell(s) parallel → C_eff = 1.37nF, bulk water R = 10389Ω. - **Wa...
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...
calculation VIC confidence 0.70
**Sweep** — Keep f_r in the 40-70kHz band via moderate L (paired with the narrower/shorter cell C_eff from the plan) while chasing higher choke Q through lower-loss windings — fewer turns, thicker wir...
calculation WFC confidence 0.70
**Sweep** — Hold ppm/temp at #1-4's avalanche-crossing values (0.1ppm, 60C) and sweep geometry — larger rod OD, wider gap, longer electrodes — to pull f_r below 100kHz without dropping out of the 80-2...
calculation VIC confidence 0.70
**Sweep** — Push L up an order of magnitude (2-5mH) at fixed cell geometry to drag f_r under 100kHz, checking whether Td/CGDE window survives the lower cell voltage - **Cell** — 9mm rod in 17.0mm tube...
calculation WFC confidence 0.70
**Sweep** — Fixed #1 geometry: sweep choke-adjacent proxy via water_ppm extended higher and surface_factor combos not yet tried, while checking if cell voltage stays within 80-250 Td Paschen window as...
calculation VIC confidence 0.70
**Sweep** — Fine-grid mid-L structural band (0.3-0.8mH) with untested 0.2-0.3mH edge, crossed with wider AWG/turns combos to find higher-Q in-band f_r solutions beating 0.73 without repeating prior L/...
calculation VIC confidence 0.70
**Sweep** — Prior L sweeps (0.15-2.5mH) with 3-4 parallel cells never landed f_r in-band; test unexplored 0.02-0.15mH low-L region plus 2.5-5mH high-L region, both at Q-preserving high-turns/low-AWG c...
calculation VIC confidence 0.70
**Sweep** — Hold L fixed at 0.1mH (per plan) while widening gap/tube geometry raises C_eff directly, to pull f_r into 40-70kHz without shrinking both L and C together - **Cell** — 9mm rod in 13.0mm tu...
calculation VIC confidence 0.70
**Sweep** — Push L another decade below 0.1mH with further-shortened gap C_eff to test if f_r finally lands in 40-70kHz band, keeping low-AWG high-Q coil family - **Cell** — 9mm rod in 13.0mm tube × 1...
calculation VIC confidence 0.70
**Sweep** — Sweep tube diameter and rod/tube gap to raise C_eff an order of magnitude, then re-run L across the 1mH-0.1mH transition to find where Q>1 lands f_r inside 40-70kHz - **Cell** — 9mm rod in...
calculation VIC confidence 0.70
**Sweep** — Map transition region between 1mH anchor and 0.1mH dead-zone at fixed cell geometry to find intermediate L keeping f_r in-band while raising tank Q beyond anchor's 0.73 - **Cell** — 9mm ro...
calculation VIC confidence 0.70
**Sweep** — Wide choke geometry sweep away from 1mH anchor (varying L via turns/AWG) to test if a distinct inductance regime yields higher tank Q than the water-branch-limited 130t/1mH point, since pp...
calculation WFC confidence 0.70
**Sweep** — chemistry/choke sweeps done per plan; now fine-resolve geometry near #1 with cells/length variation to test choke thermal margin at f_r~100kHz while probing if slight gap widening trades a...
calculation WFC confidence 0.70
**Sweep** — Cdl axis exhausted per prior notes; instead fine-resolve geometry around design #1 while holding surface_factor and temperature fixed to seek incremental Q/current gains outside the water-...
calculation WFC confidence 0.70
**Sweep** — Actually reach temperature floor near 0-1°C at fixed #1 geometry, and sweep surface_factor down from 0.25 to test if reduced Cdl area breaks the 900mA current floor - **Cell** — 15.9mm rod...
calculation WFC confidence 0.70
**Sweep** — hold surface_factor at 0.25; push ppm below the 0.1 knee and temperature toward 0°C to test if current drops below 900mA - **Cell** — 15.9mm rod in 20.7mm tube × 76.2mm, 1 cell(s) parallel...
calculation WFC confidence 0.70
**Sweep** — Fine ppm grid 0.1-0.5 at low temp to locate ionic-branch knee, jointly with reduced surface_factor to test double-layer area reduction for current margin recovery - **Cell** — 21.8mm rod i...