Evidence-centered replay
Browse curated simulation objects / Replay saved datasets and browser plots / Open linked labs and lessons / Download public evidence files, netlists, scripts, and source notes / release-level public provenance
SIMULATION ATLAS
Run the condition.
Keep the evidence.
A precomputed simulation and evidence catalog with release-level provenance, connected lessons, labs, methods, limits, and downloadable public artifacts.
SIMULATION-FIRST CATALOG
Researchers can start from the simulation, not the lecture.
Each object is a typed JSON entry with a lesson route, lab route, run card, exports, methods, limits, and evidence notes. The v67 atlas filter adds 5 search facets so users can find the right evidence object before a new lesson is written.
127of 127 precomputed simulation cards visible
Circuits / live-precomputedngspice 46
CMOS inverter VTC and gain
Sweep VIN, plot VOUT, estimate switching point, sampled gain, and noise margins.
VM = 0.87 V|gain|max = 11.90NML 0.73 V / NMH 0.81 V
Open simulation ->Circuits / live-precomputedngspice 42
CMOS inverter propagation delay
Use ring-oscillator transients to extract per-stage delay across stage count and load.
td = 62.4 ps1 / 5 / 10 fF3 / 5 / 7 stages
Open simulation ->Circuits / live-precomputedngspice 42
Ring oscillator frequency
Close an odd inversion loop and turn inverter delay into a measurable oscillation frequency.
2.671 GHz9 oscillatorsfinal 7 periods
Open simulation ->Memory / live-precomputedngspice 42 + SKY130A
SRAM read transient and bitline delay
Replay SKY130 6T read cases across bitline load, 100 mV sense delay, and internal-node disturb.
56.6-247.7 ps30 / 100 / 300 fF<0.182 V
Open simulation ->Memory / live-precomputedngspice 46
SRAM static noise margin butterfly
Compare hold and read butterfly curves, maximum-square SNM, and read-access margin loss.
449 mV279 mV37.9%
Open simulation ->Memory / live-precomputedngspice 42
SRAM write-boundary simulation
Replay the 24-case SKY130 shmoo that maps dynamic write success versus wordline level and write-VDD assist.
24 transients18 pass / 6 fail1.2 -> 1.0 V WL
Open simulation ->Memory / live-precomputedngspice 42
SRAM bitline differential sensing
Replay a lumped-bitline model that connects cell current, bitline capacitance, and sense-enable timing.
500 -> 125 ps20 / 40 / 80 uA100 mV
Open simulation ->Digital / live-precomputedIcarus 12.0 + Verilator 5.020
SRAM controller protocol trace
Replay the verified transaction trace that turns read/write requests into one-cycle checked responses.
7 / 7 checked18 cycles0 failures
Open simulation ->Digital / live-precomputedIcarus 12.0 + Verilator 5.020
March C- SRAM BIST fault replay
Replay 80-access March C- traces for no-fault, stuck-at-0, and stuck-at-1 SRAM scenarios.
240 total80 accesses0 / 2 / 3
Open simulation ->Digital / live-precomputedIcarus 12.0 + Verilator 5.020
SRAM SECDED ECC fault replay
Replay exhaustive one- and two-bit codeword fault injection for an 8-bit SECDED memory word.
92 injections13 / 13 corrected78 / 78 detected
Open simulation ->Process / live-precomputedSemiAgora thin-film geometry model
Sputter deposition thickness uniformity
Replay radial film-thickness profiles to see why rotation, source shape, pressure regime, and geometry matter before a sputter recipe is trusted.
+/-3.97%7.7 nm / 100 nm2 radial profiles
Open simulation ->Process / live-precomputedSemiAgora line-of-sight geometry model
Thermal and e-beam evaporation line-of-sight
Compare long-throw and short-throw evaporation profiles, then separate open-field uniformity from sidewall shadowing.
2.1 nm / 100 nm11.1 nm / 100 nmsidewall factor 0.18
Open simulation ->Process / live-precomputedSemiAgora ALD saturation model
ALD growth-per-cycle saturation
Replay dose saturation, 100-cycle thickness arithmetic, temperature-window framing, and aspect-ratio conformality warnings.
0.11 nm/cycle11.0 nm2 s
Open simulation ->Process / live-precomputedSemiAgora front-end thermal model
Thermal oxidation and diffusion budget
Compare dry and wet oxidation growth, silicon consumption, and diffusion broadening before treating thermal steps as reusable evidence.
43 nm174 nmsigma = 86 nm
Open simulation ->Process / live-precomputedSemiAgora lithography window model
Photolithography exposure and focus window
Replay a dose/focus matrix to see why a printed CD is only useful when the process window and variation boundary are visible.
18 / 250 nm5 x 5
Open simulation ->Process / live-precomputedSemiAgora etch profile model
Etch selectivity and profile
Compare isotropic, directional, and low-selectivity etch cases to keep mask budget, CD loss, and sidewall profile attached.
45 nm48 nm3:1 to 30:1
Open simulation ->Process / live-precomputedSemiAgora CMP planarization model
CMP removal and planarization
Replay Preston-style removal, pattern-density warnings, radial nonuniformity, and endpoint margin before citing a CMP result.
120 nm/min80 nm/min+/-2.56%
Open simulation ->Process / live-precomputedSemiAgora implant/anneal model
Ion implantation and anneal activation
Replay projected range, straggle, activation, and diffusion broadening to keep doping evidence separate from a recipe.
Rp = 80 nm72%28 nm
Open simulation ->Process / live-precomputedSemiAgora metrology fitting model
Ellipsometry thickness fit
Replay a thin-film thickness fit and inspect residuals so a plotted film thickness is not separated from its optical-model assumptions.
27.8 nm0.08 deg+/-0.8 nm
Open simulation ->Process / live-precomputedSemiAgora wafer-map statistics model
Four-point probe sheet resistance
Replay a wafer-level sheet-resistance map and compute nonuniformity before treating a process split as electrically stable.
50.4 ohm/sq+/-3.97%25 points
Open simulation ->Process / live-precomputedSemiAgora linear extraction model
TLM contact resistance extraction
Fit resistance versus contact spacing to separate sheet resistance, contact resistance, and geometry assumptions.
Rc = 4 ohm/pad80 ohm/sq4.0e-6 ohm cm2
Open simulation ->Process / live-precomputedSemiAgora dimensional-metrology statistics model
CD-SEM and overlay control
Replay CD site statistics and overlay vectors so lithography evidence carries linewidth and registration together.
100.61 nm3 sigma = 1.97 nmp95 = 3.08 nm
Open simulation ->Process / live-precomputedSemiAgora SPC statistics model
SPC and process capability
Replay a CD sample set and compute Cp/Cpk so process spread, centering, and out-of-spec count stay distinct.
Cp = 1.44Cpk = 1.340 / 25
Open simulation ->Process / live-precomputedSemiAgora DOE response-surface model
DOE response surface
Replay a two-factor process grid so deposition rate, film stress, center points, and curvature warnings travel together.
64 nm/min56 nm/min-110 MPa
Open simulation ->Process / live-precomputedSemiAgora surface-treatment kinetics model
O2 plasma surface activation
Replay contact-angle reduction, residue removal proxy, ion-exposure warning, and air recovery after oxygen plasma activation.
8.43 deg96.3%46.19 deg
Open simulation ->Process / live-precomputedSemiAgora surface-treatment kinetics model
O3 ozone and UV-ozone surface clean
Replay ozone and UV-O3 organic removal, hydrophilicity, hydroxylation proxy, and oxide-growth caution before deposition.
11.46 deg96.3%0.396 nm
Open simulation ->Process / live-precomputedSemiAgora thermal-processing model
RTA activation and diffusion tradeoff
Replay normalized rapid-thermal-anneal budgets to compare dopant activation, diffusion broadening, and sheet-resistance proxy.
91.71%16.52 nm386.8 ohm/sq
Open simulation ->Process / live-precomputedSemiAgora thermal-processing model
Spike versus furnace thermal budget
Compare furnace soak, spike RTA, and millisecond anneal modes so shallow-junction benefit and temperature-control risk stay visible together.
0.363.2 nm0.92 score
Open simulation ->Process / live-precomputedSemiAgora thermal-processing model
Implant damage recovery and TED
Replay post-implant defect recovery, activated fraction, and transient-enhanced-diffusion tail growth on one normalized anneal axis.
73.0%30.84%29.97 nm
Open simulation ->Process / live-precomputedSemiAgora thermal-processing model
Silicide contact anneal window
Replay under-reacted, target-window, and over-annealed contact cases so sheet resistance and morphology risk stay paired.
4.4 ohm/sq88%0.72
Open simulation ->Process / live-precomputedSemiAgora wet-clean model
Wet clean contamination removal
Compare conceptual organic, particle, metal, and native-oxide proxies across a public-safe wet-clean evidence sequence.
88.0%80.0%80.0%
Open simulation ->Process / live-precomputedSemiAgora wet-clean model
Dilute HF native-oxide window
Replay a normalized native-oxide removal window with hydrophobicity, reoxidation sensitivity, and queue-time caution shown together.
0.22 nm84 deg0.78
Open simulation ->Process / live-precomputedSemiAgora wet-clean model
HMDS adhesion-prime readiness
Compare dehydration, hydrophobicity, adhesion score, and overprime or delay risk for public-safe lithography surface-prep review.
0.9176 deg0.18
Open simulation ->Process / live-precomputedSemiAgora wet-clean model
Clean sequence decision queue
Map downstream process intent to surface target, evidence needs, and risk flags without publishing a wet-bench or lithography flow.
1640.802
Open simulation ->Packaging / live-precomputedSemiAgora PTR model
Package parasitics RLC budget
Compare teaching package cases by loop inductance, coupling capacitance, signal delay, and PDN impedance.
5 ps180 pH97.5%
Open simulation ->Packaging / live-precomputedSemiAgora PTR model
Package thermal resistance stack
Add junction-to-case and case-to-ambient resistance while keeping hotspot coupling visible.
15 C/W0.721.58 W
Open simulation ->Test / live-precomputedSemiAgora PTR model
Wafer sort binning and guardband
Replay a teaching guardband tradeoff between yield, top bin, estimated escapes, and retest load.
83%900 ppm4.2%
Open simulation ->Reliability / live-precomputedSemiAgora PTR model
Reliability stress and bathtub curve
Connect infant mortality, useful life, wearout, and accelerated stress vocabulary without claiming qualification.
108 FIT8 FIT4 modes
Open simulation ->Equipment / live-precomputedSemiAgora equipment facilities model
Cleanroom particle budget replay
Compare traffic, air-change proxy, mini-environment, recovery, and excursion-risk vocabulary without creating a cleanroom operation workflow.
0.140.760.42
Open simulation ->Equipment / live-precomputedSemiAgora equipment facilities model
Vacuum pumpdown envelope
Replay volume, effective speed, leak-floor, and target-pressure vocabulary for vacuum tools without pump selection or operation guidance.
56.6 s5.47x760 Torr
Open simulation ->Equipment / live-precomputedSemiAgora equipment facilities model
Tool availability and queue state
Read RAM, utilization, downtime, and queue-pressure vocabulary without creating dispatch, PM, or production workflow logic.
86.31%12 h0.222
Open simulation ->Facilities / live-precomputedSemiAgora equipment facilities model
Facility utilities load budget
Compare cleanroom air, vacuum/exhaust, UPW/cooling, precision support, and abatement load lanes without facility design or operation guidance.
106 MWh135 MWh26.1%
Open simulation ->Memory / live-precomputedSemiAgora memory-depth analytic replay
SRAM sense amplifier decision margin
Replay bitline differential, offset sigma, attenuation loss, positive margin, and decision-time interpretation before claiming a sense amplifier can resolve.
11 / 127 mV111.1-332.9 ps
Open simulation ->Memory / live-precomputedSemiAgora memory-depth analytic replay
SRAM read-disturb sizing
Replay how normalized cell ratio and wordline pulse width change read-disturb peak, read-SNM proxy, and a retained/not-retained budget.
10 / 12187 mV224.7 mV
Open simulation ->Memory / live-precomputedSemiAgora memory-depth taxonomy replay
SRAM assist taxonomy
Classify baseline write, cell-VDD collapse, wordline boost, negative bitline, and read wordline-underdrive as tradeoff cards instead of recipe settings.
5118 mV64 mV
Open simulation ->Memory / live-precomputedSemiAgora AMAT replay
Cache behavior replay for SRAM latency intuition
Replay blocked, sequential, strided, random, and conflict-thrashing access patterns with AMAT so SRAM timing stays connected to system-visible latency.
1.52-68 cycles527.37x
Open simulation ->Memory / live-precomputedSemiAgora DRAM/HBM bank surrogate
DRAM/HBM row-buffer and bank parallelism
Replay row-hit rate and bank count to see why locality and bank-level parallelism shape DRAM/HBM latency and throughput before raw bandwidth matters.
1.606x32 banks / 90% hits12 cases
Open simulation ->Memory / live-precomputedSemiAgora MRAM switching surrogate
MRAM switching energy versus retention
Replay STT/SOT-style write probability, pulse width, retention barrier, and write energy as a compact MRAM tradeoff card.
35.35 fJSOT / 40 kT / 0.5 ns24 cases
Open simulation ->Memory / live-precomputedSemiAgora emerging-memory margin surrogate
RRAM, PCM, and FeFET read-margin degradation
Replay endurance, temperature, variability, and normalized read margin across RRAM, PCM, and FeFET style memory labels.
866878 ppmPCM / 100k cycles / 125 C27 cases
Open simulation ->Memory / live-precomputedSemiAgora CIM crossbar surrogate
CIM crossbar accuracy and energy tradeoff
Replay array size, ADC bits, conductance variation, accuracy proxy, and energy index for compute-in-memory crossbar intuition.
0.12299564 array / 4-bit ADC / 3% sigma27 cases
Open simulation ->Process / live-precomputedSemiAgora lithography window surrogate
Lithography focus-exposure process window
Replay focus, exposure, CD-error proxy, overlay proxy, and pass/fail window to explain process windows without scanner recipes.
31 / 81-80 to 80 nm-8% to 8%
Open simulation ->Process / live-precomputedSemiAgora anneal activation surrogate
Anneal activation versus dopant diffusion
Replay temperature and time to compare activation fraction, diffusion length, and a junction tradeoff score without exposing anneal recipes.
-1.1309850 C / 1 s25 cases
Open simulation ->Process / live-precomputedSemiAgora surface-treatment nucleation surrogate
O2 plasma and O3 ozone surface activation for ALD nucleation
Replay treatment type, normalized dose, substrate class, activation proxy, and ALD nucleation-delay cycles for surface-prep intuition.
1.18 cyclesO2 plasma / dose 4 / SiO2-like24 cases
Open simulation ->Circuits / live-precomputedSemiAgora analog circuit surrogate
Current mirror compliance and output resistance
Replay output voltage and output resistance to see when a current mirror stops behaving like a current source.
38.17%80 kohm / 0.1 V36 cases
Open simulation ->Circuits / live-precomputedSemiAgora sense-regeneration surrogate
Sense amplifier input delta, offset, and regeneration
Replay input differential, offset sigma, decision probability, regeneration time, and fail-rate proxy for memory and comparator intuition.
0 ppm40 mV input / 2 mV sigma15 cases
Open simulation ->Process / live-precomputedSemiAgora PVD step-coverage surrogate
Sputter/PVD step coverage and continuity
Replay feature aspect ratio and scattering proxy to see why PVD coverage is not just blanket thickness.
62.057AR 0.5 / pressure proxy 1015 cases
Open simulation ->Circuits / live-precomputedSemiAgora FO4 timing surrogate
FO4 delay and energy scaling
Replay VDD and temperature to connect standard-cell delay, switching energy, leakage, and an EDP-style index.
23.6891.2 V / -20 C20 cases
Open simulation ->Memory / live-precomputedSemiAgora DRAM charge-sharing surrogate
DRAM 1T1C charge sharing and sense margin
Replay cell capacitance, bitline capacitance, and stored voltage to see the small differential a DRAM sense amplifier must resolve.
126.56535 fF cell / 80 fF BL / 0.95 V18 cases
Open simulation ->Memory / live-precomputedSemiAgora DRAM retention surrogate
DRAM retention tail and refresh policy
Replay leakage class, temperature, and refresh interval to see why weak-cell tails drive refresh policy.
1072000tail / 105 C / 64 ms48 cases
Open simulation ->Memory / live-precomputedSemiAgora RowHammer risk surrogate
DRAM RowHammer disturb and ECC risk
Replay activation count, victim distance, and temperature to frame RowHammer as a pattern, margin, mitigation, and ECC-evidence problem.
112673.08250k ACT / distance 1 / 85 C24 cases
Open simulation ->Memory / live-precomputedSemiAgora NAND threshold surrogate
NAND threshold distributions and ECC margin
Replay SLC/MLC/TLC/QLC threshold crowding, P/E cycles, retention time, and ECC margin proxy.
0.01TLC / 100 P-E / 36 months36 cases
Open simulation ->Memory / live-precomputedSemiAgora FeFET hysteresis surrogate
FeFET hysteresis, wake-up, fatigue, and usable window
Replay cycle count, temperature, and program pulse to see how ferroelectric memory window can wake up, fatigue, and shift.
441.6100000 cycles / 25 C / 3 V16 cases
Open simulation ->Memory / live-precomputedSemiAgora HBM thermal roofline surrogate
HBM thermal bandwidth roofline
Replay stack height, target bandwidth, and cooling class to see usable bandwidth, energy per bit, and throttle risk together.
0.31864-high / 1.6 TB/s / enhanced18 cases
Open simulation ->Memory / live-precomputedSemiAgora memory hierarchy surrogate
Memory hierarchy placement map
Replay SRAM, DRAM, HBM, SCM, NAND, and MRAM across workload weights to choose the right evidence question.
0.76206SRAM / edge always-on24 cases
Open simulation ->Device / live-precomputedSemiAgora FinFET PPA surrogate
FinFET fin count versus PPA
Replay fin count, gate length, and Vt flavor to compare drive current, capacitance, leakage, delay index, and PPA score.
128.14841 fins / Lg 10 nm / SVT24 cases
Open simulation ->Device / live-precomputedSemiAgora GAA nanosheet surrogate
GAA nanosheet width, stack count, and electrostatics
Replay sheet count, nanosheet width, and variability class to compare control, drive, capacitance, Vt sigma, and PPA score.
89.54944 sheets / 28 nm / low27 cases
Open simulation ->Process / live-precomputedSemiAgora plasma etch UQ surrogate
Plasma etch UQ profile window
Replay aspect ratio, bias class, and wafer location to compare anisotropy, selectivity, CD bias, and pass-probability proxy.
0.7728AR 1 / mid / center27 cases
Open simulation ->Process / live-precomputedSemiAgora daily-signal etch UQ surrogate
Plasma etch heteroscedastic UQ
Replay aspect ratio, wafer zone, and normalized bias class to see why etch uncertainty grows across the wafer instead of staying constant.
0.60241:1 / center / nominal27 cases
Open simulation ->EDA / live-precomputedSemiAgora physical verification triage table
Physical verification DRC/LVS error triage
Replay DRC and LVS issue classes as evidence cards with report confidence, triage priority, likely root cause, and safe next check.
0.975LVS / short / high18 cases
Open simulation ->Memory / live-precomputedSemiAgora MRAM triangle surrogate
MRAM switching/read/retention triangle
Replay STT/SOT labels, thermal barrier, and pulse width to compare write energy, switch probability, read margin, retention, and disturb risk.
1.2758SOT / 80 kT / 0.5 ns18 cases
Open simulation ->Packaging / live-precomputedSemiAgora hybrid bonding readiness surrogate
Hybrid bonding mechanical readiness window
Replay roughness, stiffness spread, and particle state to map a mechanical-readiness band with metrology uncertainty.
0.73680.15 nm / 3% / low27 cases
Open simulation ->Memory / live-precomputedSemiAgora v69 knowledge sprint surrogate
PCM SET/RESET pulse and resistance-drift replay
Replay SET/RESET pulse proxies, retention time, drift coefficient, and read margin so PCM is taught as a window-and-drift problem, not one ideal resistance ratio.
223.588 mV10054 cases
Open simulation ->Memory / live-precomputedSemiAgora v69 knowledge sprint surrogate
ReRAM set/reset variability and read-window replay
Replay compliance, cycling, temperature, selector on/off ratio, and LRS/HRS spread to see why ReRAM is a variability and array-read problem.
164.612 mV41.241%54 cases
Open simulation ->Memory / live-precomputedSemiAgora v69 knowledge sprint surrogate
3D NAND string Vt distribution, read-retry, and ECC margin replay
Replay layer group, program/erase cycles, retention time, and read-retry steps to connect 3D NAND stack variation with threshold overlap and ECC margin.
16.82 dB-6.14 dB108 cases
Open simulation ->Process / live-precomputedSemiAgora v69 knowledge sprint surrogate
CMP pattern-density dishing and erosion replay
Replay pattern density, feature width, overpolish proxy, and pad age to connect layout density with dishing, erosion, nonuniformity, and planarization evidence.
63.16855.524 nm54 cases
Open simulation ->Device / live-precomputedSemiAgora v69 knowledge sprint surrogate
Source/drain stressor strain, mobility, and deformation-risk replay
Replay architecture, channel stressor, stress proxy, and temperature to compare mobility gain, drive-current gain, Vt shift, leakage, and mechanical deformation risk.
42.523%64.748 cases
Open simulation ->EDA / live-precomputedSemiAgora v69 knowledge sprint surrogate
STA Liberty path slack replay
Replay VDD, temperature, load, and path depth to connect Liberty-style delay terms with setup slack, hold slack, and timing-report criticality.
-341.266 ps-14.47 ps81 cases
Open simulation ->Process / live-browser-interactivebrowser CSV resampling
O2/O3 surface treatment to ALD nucleation interactive lab
Filter treatment, dose, temperature, and ALD cycles to inspect nucleation delay, thickness, uniformity, capacitance, and leakage-risk teaching proxies.
320 cases0 cyclesCSV filter
Open simulation ->Process / live-browser-interactivebrowser CSV resampling
Anneal activation to device and FO4 delay interactive lab
Filter anneal method, temperature, time, and implant dose to inspect activation, diffusion, sheet resistance, Vt shift, and FO4-delay teaching proxies.
135 cases21.52 psheatmap slices
Open simulation ->Process / live-browser-interactivebrowser CSV resampling
Etch CD bias to DIBL and delay interactive lab
Filter chemistry, pressure, RF power, and overetch to inspect etch-rate, CD-bias, LER, DIBL, and inverter-delay teaching proxies.
108 cases16.29-25.76 pstradeoff scatter
Open simulation ->EDA / live-browser-interactivebrowser CSV resampling
OpenROAD starter QoR resampling interactive lab
Filter tiny design, utilization, clock target, and buffering strategy to inspect WNS, congestion, route-risk, area, and power teaching proxies before a real reproducible flow.
144 cases4 tiny blocksQoR filter
Open simulation ->Process / live-browser-interactivebrowser CSV resampling
Contact resistance to delay interactive chain
A browser CSV lab connecting surface/contact preparation, silicide anneal, contact area, activation proxy, Rc/Rsd proxy, ring oscillator delay proxy, and SRAM bitline delay proxy.
144340
Open simulation ->EDA / live-browser-interactivebrowser CSV report-parser replay
OpenROAD starter flow QoR parser
Filter tiny RTL seeds, utilization, target clock, and routing effort to inspect WNS, TNS, congestion, marker-count, area, wirelength, and power proxy report fields before a real rights-cleared flow.
144 QoR cases3 tiny RTL proxies12 packages0
Open simulation ->Memory / live-browser-interactiveprecomputed ngspice plus browser CSV resampling
SRAM column MUX and I/O interactive replay
A browser CSV replay of 864 verified PDK-free ngspice cases connecting mux ratio, pass-device scale, shared sense/I/O load, write-path off-state, transfer efficiency, and output latency.
864423 to 546 ps5030
Open simulation ->Process / live-browser-interactiveprecomputed synthetic DOE plus browser CSV resampling
Plasma etch heteroscedastic UQ replay
A browser CSV replay that separates mean etch response, spatial uncertainty, CD-loss risk, selectivity proxy, and acquisition priority without exposing a process recipe.
2434510
Open simulation ->EDA / live-browser-interactiveprecomputed SKY130 physical-verification teaching replay
SKY130 physical verification checkpoint replay
A browser CSV lab for reading DRC, LVS, PEX, and timing-handoff checkpoints as evidence, with public-safe SKY130 source anchors and no PDK collateral on the site.
192 casesDRC/LVS/PEX/timing4 proxies0
Open simulation ->Process / live-browser-interactiveprecomputed process-control chain replay
Lithography-to-etch feedforward control replay
A browser CSV lab that links post-lithography CD and overlay observations to downstream etch correction, post-etch CD, Cpk proxy, delay proxy, and role-specific evidence gates.
1296 cases4 viewsCD/Cpk/delay0
Open simulation ->EDA / live-browser-interactiveprecomputed layout RC and timing evidence replay
Layout RC delay evidence ladder
A browser CSV lab that connects layout wire length, layer class, route style, load class, and checkpoint stage to RC, delay, slew, slack-risk, and evidence-state proxies.
3072 cases4 contexts4 stages0
Open simulation ->Metrology / live-browser-interactiveprecomputed virtual metrology and sampling decision replay
Small-data virtual metrology replay
A browser CSV lab for sparse semiconductor metrology: compare module context, sample plan, data age, sensor health, physical metrology fraction, and model family before trusting a prediction.
2880 cases5 contexts4 families0
Open simulation ->Memory / live-browser-interactiveprecomputed HBM/base-die partition proxy map
HBM/base-die partition map
A browser CSV lab for memory-system partitioning: compare workload traffic, HBM stack class, base-die controller/PHY/RAS placement, interposer budget, thermal class, capacity, bandwidth, energy, and yield risk before calling an HBM plan feasible.
1296 cases4 strategies04 views
Open simulation ->Device / live-browser-interactiveprecomputed CFET contact/interconnect proxy map
CFET contact/interconnect parasitic map
A browser CSV lab for advanced-device pathfinding: compare lateral GAA, forksheet, monolithic CFET, and sequential CFET choices against contact resistance, local interconnect capacitance, via alignment, thermal coupling, parasitic delay, energy, integration risk, and density gain before making a PPAC claim.
1728 cases4 profiles04 views
Open simulation ->Power / Device / live-browser-interactiveprecomputed GaN-on-SiC substrate/device/process proxy map
GaN-on-SiC HEMT substrate chain
A browser CSV lab for wide-bandgap device pathfinding: compare semi-insulating SiC, high-resistivity SiC, GaN-on-Si, and bonded GaN-SiC watch cases against buffer traps, RF loss, thermal path, dynamic Ron, breakdown margin, package heat path, reliability review, and application fit.
2304 cases4 profiles04 views
Open simulation ->EDA / Layout / live-browser-interactiveprecomputed floorplan / congestion / PDN / CTS report-literacy proxy map
Floorplan congestion, IR-drop, and clock-spine replay
A browser CSV lab for physical-design report literacy: compare utilization, aspect ratio, macro channel pressure, PDN strategy, clock topology, and report stage against placement overflow, RUDY-style congestion, global-route overflow, IR-drop risk, current-density risk, skew, insertion delay, timing-slack risk, and the next safe evidence check.
4096 cases6 axes011 official links
Open simulation ->Memory / live-browser-interactiveprecomputed CSV + browser filters
DRAM refresh, RowHammer, and ECC guardband replay
A browser CSV replay that keeps temperature, retention-tail cells, refresh policy, activation pressure, RowHammer disturbance risk, ECC coverage, thermal stress, and next evidence check in one table.
409640
Open simulation ->Memory / live-browser-interactiveprecomputed CSV + browser filters
Emerging memory placement and reliability map
A browser CSV replay that compares SRAM, DRAM, HBM, NAND, MRAM, FeFET, ReRAM, PCM, SCM, embedded NVM, and CIM-style memory across placement, reliability, integration, and evidence maturity.
1728120
Open simulation ->EDA / Layout / live-browser-interactiveprecomputed CSV + browser filters
Standard-cell delay, area, and pin-cap report replay
A browser CSV replay for reading standard-cell drive strength, input slew, output load, pin capacitance, area, setup/hold slack, and report-stage evidence without copying libraries or running EDA tools.
345660
Open simulation ->Power Device / live-browser-interactiveprecomputed CSV + browser filters
GaN dynamic-Ron and trap-memory replay
A browser CSV replay for reading GaN dynamic-Ron evidence as stress class, drain bias, buffer context, recovery window, temperature, current collapse, and measurement caution move together.
512050
Open simulation ->Process / live-browser-interactiveprecomputed CSV + browser filters
APC, FDC, and feedforward decision replay
A browser CSV replay for reading process-control evidence as signal quality, FDC state, VM uncertainty, sampling coverage, feedforward handoff, false-alarm risk, and role review move together.
614460
Open simulation ->Device / live-browser-interactiveprecomputed CSV + browser filters
TCAD DOE and surrogate optimization replay
A browser CSV replay for reading TCAD-style design-of-experiments, surrogate uncertainty, extrapolation risk, validation posture, and decision gates before treating an optimizer output as evidence.
614460
Open simulation ->Device / live-browser-interactiveprecomputed CSV + browser filters
MOSFET, FinFET, GAAFET, and CFET architecture comparison replay
A browser CSV replay for comparing electrostatic control, footprint, contacts, capacitance, variability, thermal coupling, integration risk, evidence maturity, and circuit handoff without turning an architecture roadmap into a universal ranking.
409640
Open simulation ->EDA / Layout / live-browser-interactiveprecomputed CSV + browser filters
CTS, routing, and IR-drop report handoff replay
A browser replay that aligns clock-tree timing, route completion and RC, power-grid pressure, checkpoint maturity, owner view, and replacement evidence without running a live flow or implying signoff.
409630
Open simulation ->EDA / Layout / live-browser-interactiveprecomputed CSV + browser filters
Open-silicon model-to-measurement evidence ladder
A browser replay that separates model assumptions, cell characterization, implementation evidence, test-structure intent, measurement availability, discrepancy review, provenance, uncertainty, and claim maturity without borrowing an external project's data.
4096100
Open simulation ->Metrology / live-browser-interactiveprecomputed CSV + browser filters
Gauge R&R and metrology-system decision replay
A browser replay for crossed, nested, unbalanced, and confounded measurement-study designs that keeps part spread, repeatability, operator/tool/interaction reproducibility, bias, linearity, stability, resolution, uncertainty review, discrimination, and next evidence checks separate.
4096150
Open simulation ->Device / Photonics & Optoelectronics / live-browser-interactiveprecomputed deterministic equations + browser filters
Semiconductor photonics causal-chain replay
A browser replay connecting photon energy, bounded LED/laser logic, ideal detector responsivity, an all-pass ring, and MZI phase transfer while exposing every missing material, solver, coupling, and measurement layer.
453650
Open simulation ->Device / RF & High-Frequency / live-browser-interactiveprecomputed deterministic complex two-port equations + browser filters
RF S-parameter and de-embedding evidence replay
Compare intrinsic complex S-parameters with passive fixture embedding, four correction classes, residual-error sensitivity, stability/passivity screens, fT/fmax proxies, and a bounded noise-parameter equation.
604850
Open simulation ->Device / Advanced Logic / DTCO / live-browser-interactiveprecomputed deterministic RC evidence equations + browser filters
2D CFET contact-to-parasitic-to-PPA evidence ladder
Trace original channel and contact hypotheses through local RC, extraction and compact-model maturity, inverter/ring/logic contexts, contradiction flags, and owned replacement evidence before any PPA claim.
614440
Open simulation ->Device / Sensors / Quantum Metrology / live-browser-interactiveprecomputed deterministic dimensionless evidence equations + browser filters
Superconducting photon detector current-crowding and evidence map
Trace declared geometry and current distribution through edge/constriction pressure, illuminated or dark context, mechanism ambiguity, metrology lineage, uncertainty, contradictions, and owned replacement evidence without issuing detector design or operating guidance.
518460
Open simulation ->Memory / Device / Process Integration / live-browser-interactiveprecomputed deterministic dimensionless integration and evidence equations + browser filters
Monolithic-3D Si/oxide-semiconductor SRAM integration evidence ladder
Trace declared device tiers and oxide-semiconductor access transport through contacts, inter-tier connectivity, WL/BL loading, thermal budget, extraction maturity, cell/subarray sensitivities, contradictions, and owned replacement evidence without copying a topology or issuing a node, architecture, or signoff claim.
614490
Open simulation ->Device / Quantum Transport / Metrology / live-browser-interactiveprecomputed deterministic dimensionless curve and evidence equations + browser filters
2D heterojunction NDR mechanism and evidence map
Separate rectification, consecutive negative slope, peak/valley prominence, overlap-window shape, broadening, series/contact burden, sweep history, trap-memory contradiction, mechanism ambiguity, and owned replacement evidence without fitting or reproducing a published device.
61441920
Open simulation ->Device / Sensors / Metrology / live-browser-interactiveprecomputed deterministic dimensionless calibration and evidence equations + browser filters
Thermoelectric temperature-sensor calibration evidence map
Trace normalized thermoelectric response through series-junction scaling, reference-junction correction, drift, mechanical hysteresis, cross-sensitivity, repeatability, uncertainty, contradiction review, and owned replacement-evidence gates without importing a physical calibration function or measured sensor result.
61443840
Open simulation ->Process / Equipment / Metrology / live-browser-interactiveprecomputed deterministic seeded 2D occupancy-grid particle replay + browser geometry renderer
Particle Monte Carlo feature topography evidence map
Compare directional RIE etch and sputter trench deposition across aspect ratio, incident angle, species mix, surface interaction, reflection, secondary transport, progress, conservation, profile risk, and owned replacement-evidence gates without importing a physical recipe or named-tool result.
61441920
V10640/40 dual-domain pass
Open simulation ->Equipment / Process / Metrology / live-browser-interactiveprecomputed deterministic dimensionless chamber-state replay + browser causal-state explorer
CCP versus ICP chamber-state evidence map
Compare bounded CCP and ICP reference archetypes across normalized drive, pressure regime, substrate bias, gas response, wall loss, matching state, radial zone, ion and neutral delivery, IEDF/IADF breadth, nonuniformity, role gates, and the restricted feature-scale handoff without exposing a recipe or equipment action.
614430720
V10740/40 dual-domain pass
Open simulation ->Equipment / Process / Metrology / live-browser-interactiveprecomputed deterministic dimensionless vacuum and gas-delivery inventory replay + browser balance explorer
Vacuum and gas-delivery inventory evidence map
Compare flow-model context, admitted gas-load state, wall-source burden, chamber and foreline inventory, conductance, nominal and effective pumping, settling, distribution, role gates, and the four-field CCP/ICP handoff without exposing a physical recipe, equipment command, or safety procedure.
1036851840
V10840/40 dual-domain pass
Open simulation ->Process / Equipment / Metrology / live-browser-interactiveprecomputed deterministic dimensionless reactive-ion etch mechanism replay + browser mechanism explorer
Reactive-ion etch mechanism evidence map
Compare dielectric-like and conductor-like teaching contexts across ion drive, neutral reactivity, passivation, directionality, mask resilience, feature access, ordered response, six mechanism regimes, exact ledgers, role gates, and a bounded feature-profile handoff without exposing a physical chemistry, process recipe, equipment action, or named-tool prediction.
691234560
V10942/42 dual-domain pass
Open simulation ->Integration / Process / Device / Circuit / Reliability / Yield / live-browser-interactiveprecomputed deterministic normalized process-device-yield replay + browser evidence explorer
Process-device-yield integration evidence map
Follow bounded process variation families through device characterization, circuit margin, reliability and yield observations, three exact ledgers, four accountable role views, upstream packet postures, and a human-reviewed public-atlas gate without claiming physical causality, signoff, qualification, or production fitness.
576028800
V11042/42 dual-domain pass
Open simulation ->Process / Etch / Profile / Selectivity / Residue / Surface Handoff / live-browser-interactivesix precomputed deterministic normalized etch-family replays + explicit one-family browser loader
Etch depth and selectivity evidence atlas
Move across HAR profile evolution, atomic-layer etch, selective etch, DRIE, strip and ash, and wet etch using one bounded review surface. Each family preserves its own controls, normalized proxies, exact ledgers, source spine, role gates, and replacement-evidence questions.
4147260
V111102/102 dual-domain pass
Open simulation ->Process / Deposition / Film / Interface / Conformality / Gap-fill / live-browser-interactiveseven precomputed deterministic normalized deposition-family replays + explicit one-family browser loader
Deposition process evidence atlas
Move across PVD, CVD and PECVD, ALD and PEALD, LPCVD and furnace chains, epitaxy, selective deposition, and electrochemical gap-fill using one bounded review surface. Each family preserves its own controls, normalized proxies, exact ledgers, source spine, role gates, and replacement-evidence questions.
4838470
V112202/202 dual-domain pass
Open simulation ->Process / Patterning / Implant / Thermal / Clean / CMP / Mask / Substrate / live-browser-interactiveseven precomputed deterministic normalized patterning and module-family replays + explicit one-family browser loader
Patterning and module flow evidence atlas
Move across mask and reticle, substrate and wafering, scanner and track, ion implant, thermal processing, clean and surface preparation, and CMP using one bounded review surface. Each family preserves its own controls, normalized proxies, exact ledgers, source spine, role gates, and replacement-evidence questions.
4723270
V113302/302 dual-domain pass
Open simulation ->Equipment / Metrology / Process Control / Yield / live-browser-interactivefour precomputed deterministic normalized sensor, metrology, chamber-state, and all-surface evidence replays + explicit one-family browser loader
Sensor, metrology, and control evidence atlas
Move across endpoint sensors, inspection and metrology, chamber-state FDC, and edge, bevel, and backside evidence using one bounded review surface. Each family preserves its own controls, normalized proxies, exact ledgers, source spine, role gates, traceability boundary, and accountable replacement-evidence questions.
2880040
V114364/364 dual-domain pass
Open simulation ->Equipment / Facilities / Factory / Sustainability / live-browser-interactivethree precomputed deterministic normalized factory, facility, abatement, and sustainability evidence replays + explicit one-family browser loader
Factory, facilities, and sustainability evidence atlas
Move across cluster-tool routing, facility and abatement, and equipment-sustainability evidence using one bounded review surface. Each family preserves its own controls, normalized proxies, exact ledgers, source spine, role gates, traceability boundary, accounting boundary, and accountable replacement-evidence questions.
1958430
V115412/412 dual-domain pass
Open simulation ->Packaging / Test / Reliability / Metrology / live-browser-interactivefour precomputed deterministic normalized packaging and test evidence replays + explicit one-family browser loader
Packaging and test evidence atlas
Move across bonding and interfaces, thinning and dicing, wafer probe and test, and fan-out or panel packaging using one bounded review surface. Every family keeps its own controls, normalized proxies, exact ledgers, source spine, role gates, traceability boundary, and accountable replacement-evidence questions.
2419240
V116474/474 dual-domain pass
Open simulation ->Process / live-browser-deterministicdeterministic browser-local JavaScript
LER/LWR to SRAM variability chain
Two edges can move together, apart, or independently. Inspect how that relationship changes linewidth and local-CD variation before any bounded device or SRAM teaching proxy.
3.600 nm4.105 nm256 deterministic points
Open simulation ->Memory / live-browser-deterministicdeterministic browser-local JavaScript
SRAM variation and corner coverage
Separate what moved from what was missing. Inspect fixed condition, lot, wafer, spatial, local-mismatch, noise, and coverage effects before interpreting an SRAM margin proxy.
3.051 mV synthetic300 / 300 default<= 1e-9 mV^2
Open simulation ->Circuit / live-browser-precomputedngspice 45.2 precomputed replay plus browser-local comparison
SPICE convergence evidence
A solved run is one status, not the whole evidence chain. Compare timestep, tolerance, initial state, saved signals, metric definitions, and a deliberate singular operating point without promoting convergence to validity or signoff.
693.146778 ps0.067228% / FAIL5 independent
Open simulation ->Metrology / live-browser-deterministicdeterministic browser-local uncertainty workbench
Variability, metrology & UQ workbench
Move from LER/LWR bandwidth and finite sampling to hierarchical SRAM variation, plasma-etch uncertainty, Gauge R&R, and hybrid-bonding metrology without mixing quantity, grain, denominator, or evidence class.
8 cases4 classes26 fixtures
Open simulation ->Device / live-browser-deterministicdeterministic browser-local device contract workbench
Device model normalization workbench
Move from planar, fin, and nanosheet geometry to Ioff normalization, gm/Id, synthetic TLM, contact-drop bookkeeping, model residuals, corner semantics, and SPICE layer separation without hiding the metric contract.
9 contracts27 fixtures10 refusals
Open simulation ->Integration / live-browser-deterministicdeterministic browser-local evidence matrix
Emerging device, memory & integration atlas
Trace seven emerging-device and memory topics across mechanism, integration, measurement, reliability, and readiness while keeping gaps, contradictions, held candidates, and replacement evidence visible.
7 topics35 cells1 held source gate
Open simulation ->RUN CARD POLICY
Fast to browse, honest about what is not running.
The site can hold hundreds of simulations because the object contract separates saved execution from future compute. Inspect exact packet states and replay requirements. Real-time SPICE, uploads, accounts, payments, comments, newsletters, and submissions stay disabled in this MVP.
No risky workflows
No server-side live ngspice execution / No accounts or learner profiles / No uploads / No payments or purchase flow / No comments / No newsletter signup / No job or event submission
EXPORT / METHODS / LIMITS / EVIDENCE
Every simulation page has the same reading order.
The same six sections keep lecture users and paper-writing users aligned: explore the phenomenon, inspect the run card, export files, read the method, keep the limits, and cite the evidence.
Explore
Choose the simulation object and inspect the main observable first.
Run Card
Conditions, knobs, outputs, and precomputed-only notice.
Export
Datasets, netlists, scripts, and source notes stay downloadable.
Methods
Extraction rules explain how each metric was made.
Limits
Non-claims prevent teaching data from being reused as signoff evidence.
Evidence
Traceable artifacts keep the result reviewable and citable.