HMHOLLYWOOD
MANSOURI

PROJECTS / EIGHT CONNECTED WORLDS

Explore.
Understand.

Small experiments. Clear controls. Illustrative models.

01 / Hydrogen

Each experiment: what it shows, what to try, what to learn.

WORLD 01 / MEGA CRUISE SHIP PAPER

Mega Cruise Ship Paper

I co-authored a hydrogen tri-generation study for an Oasis-class cruise ship. Our seven-day model met roughly 61 MW peak demand, using about 240 tonnes of hydrogen. Explore the architecture below—not a replay of the paper’s solver.

Read our paper ↗
ONE SHARED MODEL

The voyage uses this tank.

WHATMy cruise-ship study, from route to energy demand.TRYFollow the itinerary or edit the demands below.LEARNFuel, distance and storage share one dispatch clock.
HYDROGEN REMAINING312.000 tFull
CONSUMED THIS RUN0.000 t
SAILED THIS RUN0.00 NM
MODEL CLOCKDay 1 · 18:00
Under way → Palma de Mallorca

Starts at the assumed first departure, day 1 at 18:00. 312 t = the paper’s ≈240 t voyage + 30% reserve. Departure times and hotel profiles are illustrative; no boil-off model. Changing tank capacity takes effect on restart.

CRUISE SHIP / FIG. 1 + §2.2

Fuel. Power. Useful heat.

WHATMy cruise-ship tri-generation study.TRYSet demand and supply; watch the live flows.LEARNRed demand stops dispatch. Rebalance to resume.
READYLive inputs. Continuous dispatch.

Scroll the schematic sideways ↔

LH₂ tankFINITE INVENTORY—LH₂ vaporizerCOLD RECOVERY—PEM fuel cells76.1 MW GROSS CAP—Exhaust HXCATHODE → SPACE HEAT—Catalytic burnerRESIDUAL ANODE H₂—Coolant HXCOOLANT → HOT WATER—PropulsionINVERTER / MOTOR—Hotel electricitySHIP SERVICES—Battery300 kWh ASSUMED BUFFER—Thermal demandSPACE HEAT + DHW—Thermal storage45 GJ / 12.5 MWh—Cold recovery loadNOT TOTAL AIR-CONDITIONING—CRYOGENIC HYDROGENELECTRICITY → DC BUSCATHODE EXHAUSTEXHAUST OUTANODE H₂ → BURNERCLOSED COOLANT LOOPTHERMAL ENERGY LINKSCHARGE ↓ / DISCHARGE ↑Energy-flow schematic: heat links combine duties, not fluids. Original Figure 1 + §§2.5–2.7.
HydrogenElectricHeatCoolingExhaust gas
PROPULSION DELIVERED—
HEAT DELIVERED—
THERMAL CHARGE—
STORAGE DIRECTIONCHARGING
0:00 · 1× real time

1× wall clock. Red holds time and stores. Pause stops dispatch; Hold motion only stops graphics.

Adjust assumptions / read method

Figure 1 uses a combined exhaust line and calls the unit “H₂ boiler.” The text distinguishes moist cathode exhaust → EHX (§2.5) from residual anode hydrogen → catalytic burner (§2.7); this clarified view keeps those streams separate. Heat-recovery duties and burner heat serve thermal loads and buffer the 45 GJ store. Heat links represent energy, not a single shared air/water pipe.

Paper: 4 MW catalytic burner, 95% HHV efficiency; 45 GJ storage. This reduced model uses an HHV conservation ledger and LHV electrical efficiency. Exhaust/coolant heat split (35/65), fixed losses and 300 kWh buffer are documented assumptions. Full sources / limitations ↗

Method / limits

45 GJ assumed. Fitted loads; digitized curves. Steady-state plant; ideal storage endurance, not a validated storage transient.

Paper ↗
WORLD 02 / MIAMI VICE PAPER

Miami Vice Paper

I co-authored the FCV Vanguard demonstration paper: 217 nautical miles over nine months in 2024. We mapped component energy flows and measured an average powertrain efficiency of 35% HHV (41% LHV). Test the hybrid architecture below.

Read our paper ↗

FCV VANGUARD / FIGURE 2

Two fuel cells. One hybrid bus.

WHATMy hybrid harbor-craft research.TRYSet demand and supply; watch the live flows.LEARNRed demand stops dispatch. Rebalance to resume.
READYLive inputs. Continuous dispatch.

Scroll the schematic sideways ↔

Compressed H₂9.7 kg / 700 bar—Fuel-cell module 130–100 kW WHEN ON—Fuel-cell module 230–100 kW WHEN ON—DC/DC 1BOOST CONVERSION—DC/DC 2BOOST CONVERSION—Battery bank23 kWh / BIDIRECTIONAL—HV auxiliariesHIGH-VOLTAGE LOADS—Inverter → motor250 kW SHAFT LIMIT—DC/DC → 12 V loadsAUXILIARY SUPPLY—Fuel-cell BoPPUMP / COMPRESSOR—Cooling systemWATER HEAT SINK—HV DC BUSH₂ → ANODE RECIRCULATIONPURGE LOSSES NOT RESOLVEDFigure 2 topology. Cooling links schematic; power-electronics cooling omitted in the source.
HydrogenElectricHeatCooling
SHAFT POWER—
BATTERY CHARGE—
HYDROGEN RATE—
0:00 · 1× real time

1× wall clock. Red holds time and stores. Pause stops dispatch; Hold motion only stops graphics.

Adjust assumptions / read method

Architecture follows Figure 2 of the Vanguard paper, using the actual figure from your article copy. Paper values: 23 kWh battery, 9.7 kg / 700 bar H₂ storage, 250 kW propulsion, two modules; the text describes 85 kW automotive ratings and up to 100 kW per module with water cooling. Commands are independently editable; an enabled module has a 30 kW minimum, as described in the paper. This manual sandbox does not reproduce the vessel controller.

Assumed DC/DC efficiency 97%, 12 V converter 92%, high-voltage auxiliaries 3 kW, battery one-way efficiency 95%, SOC window 10–90%. Fuel-cell conversion efficiency is a user assumption, not a fitted performance map. Positive battery power assists; negative power charges. Tank depletion and storage limits constrain delivered shaft power. Run accelerates 30× for up to 15 model minutes. Reset restores 60% battery charge and 9.7 kg of fuel. No speed, range or telemetry claim.

Vanguard paper ↗ · Equations / units ↗

WORLD 03 / ATLAS / FUEL CELL

Inside. Build. Operate.

One connected story: the fuel-cell layers, my ATLAS fabrication work, and the working cell.

01 / OPEN THE CELL

Every layer has a job.

WHATFuel-cell construction behind my electrode research.TRYSeparate the cell; select a named layer.LEARNATLAS deposits the catalyst that makes the reaction possible.
EDGE VIEW · COATINGS EXAGGERATED
PlateGDLCLPEMCLGDLPlate
CL = catalyst layer · PEM = membrane

Relative thicknesses are exaggerated to keep coatings visible; not dimensional CAD. Gaskets sit around the perimeter; microporous layers are grouped with the GDLs.

Platinum-on-carbon catalyst sites split hydrogen into protons and electrons.

Follow the catalyst to ATLAS ↓
02 / FABRICATE & TEST

Make the catalyst layer.

WHATThe actual ATLAS deposition prototype.TRYOpen the full poster.LEARNCompare modeled behavior with the project evidence.
Annotated ATLAS sprayer photograph from the UCI 2026 capstone poster.
Actual ATLAS hardware. Full poster ↗

TYPICAL TARGET · ONE ELECTRODE 0.30 mg Pt/cm²5 × 5 cm · 25 cm² · 7.5 mg Pt deposited.Also demonstrated: 0.60 mg Pt/cm² (15 mg Pt over 25 cm²).Adjustable loading—not limited to these examples.

WHATMy ATLAS capstone: controlled catalyst coating.TRYScroll through the pass; use Replay when shown.LEARNThe recipe sets loading; motion distributes the coating.
Watch catalyst deposition become an electrode. Illustrative model.

Pass 4/4 Loading 0.30 mg Pt cm−2 CV 1.2 %

Illustrative 0.30 mg Pt/cm² recipe—not a loading limit or a measured spray run.
ATLAS · solidLiterature · dashed
WHATATLAS compared with a reference fuel-cell curve.TRYDrag current density; compare the two curves.LEARNVoltage changes with current; interpolation has limits.

Watch catalyst deposition become an electrode. Illustrative model. Current density A cm−² Cell voltage V

ATLAS-coated electrode literature electrode

Poster-derived, not raw measurements. Source graph ↗
Poster samples
Approximate digitization.
SeriesCurrent density / A cm⁻²Voltage / V
ATLAS0.010.800
ATLAS0.020.750
ATLAS0.050.700
ATLAS0.100.650
ATLAS0.200.600
ATLAS0.300.555
ATLAS0.400.505
ATLAS0.520.455
Literature0.020.800
Literature0.060.700
Literature0.160.650
Literature0.260.600
Literature0.400.550
Literature0.530.500
Method / limits

Approximate poster samples, not raw data. Comparisons interpolate only within 0.02–0.52 A/cm². Shading is not uncertainty.

UCI project ↗
03 / OPERATE THE CELL

From coated electrode to current.

WHATThe electrochemistry that motivates my ATLAS work.TRYVary current density and membrane hydration.LEARNH⁺ crosses the membrane; electrons take the external circuit.

Hydrogen in. Electrons out. Water follows.

H₂ IN → Anode · left← O₂ IN Cathode · rightH₂O OUT → Cathode product
CATALYST · reaction sitesMEMBRANE · H⁺ transport, e⁻ barrier
Anode flow field Anode GDL Pt/C catalyst MEMBRANE Pt/C catalyst Cathode GDL Cathode flow field
Anode − Cathode + Load The membrane alone — 3.70× the cut above

FOLLOWING DEMAND

MODELLED — not measured
Cell voltage
0.698 V
Power
0.244 W cm−2
Regime
activation dominated
Illustrative transport and kinetics. Hydration and current are inputs; voltage follows the model equations.
Method / limits

Illustrative kinetics and hydration. Particle motion and dimensions exaggerated. Model parameters do not represent ATLAS measurements.

Transport model ↗
WORLD 04 / BOILING

Watch the wall.

I have started boiling research with Professor Yoonjin Won.

BOILING / LIQUID CONTACT

Bubbles are not burnout.

WHATWater moving through a heated microchannel.TRYRaise heat input, or choose a preset.LEARNLosing the liquid film weakens cooling.
Liquid touching wallDry wall
Channel stateBoiling
Wetted wall100%

1 / WarmLiquid carries heat.
2 / BoilBubbles; wall still wet.
3 / DryoutLiquid film is lost.

Correlation-based illustration. Predicted CHF: 319 kW/m². Not a safe operating limit.

Model / sources

Same constant-property water case as the previous model: inlet 320 K, atmospheric saturation, 200 μm channel gap, 0.4 mm hydraulic diameter, 27.68 mm path and 99.7 kg/m²/s mass flux. Qu–Mudawar CHF and Davis–Anderson boiling incipience determine the displayed boundaries. Morphology is illustrative, not CFD. Qu–Mudawar source ↗

WORLD 05 / RENEWABLE PROFILES

Same sun. Different supply.

The candidate locations in my California green-ammonia study. Compare placeholder resource shapes until the measured profiles are ready.

SYNTHETIC PROFILES / REPLACE WITH STUDY DATA LATER
WHATWind and solar variability across my study locations.TRYChoose a location and scrub the day.LEARNRenewable timing changes the electricity available for hydrogen.

Mojave Desert

Solar

━ Solar┄ Wind━ Combined

Normalized to 1 MW total installed capacity. Mixed cases use equal installed solar/wind capacity—not the paper’s optimized mix. Values are synthetic, not forecasts or reported capacity factors.

Locations / assumptions

MOJ-PV: Mojave Desert; SAC-PV: Sacramento Valley; TEH-LW: Tehachapi Pass; ALT-LW: Altamont Pass; MEN-OW: offshore Mendocino; SC-MIX: Mojave + Tehachapi; NC-MIX: Sacramento + Altamont. Names follow my manuscript. Curves use deterministic seasonal/diurnal patterns with bounded wind fluctuations; no measured meteorological input, transmission losses, storage, economics or actual ammonia production is implied.

WORLD 06 / REACTOR

Into the blue.

Explore reactivity, particles and power.

NUCLEAR REACTOR OPERATOR IN TRAINING
WHATReactor physics for my operator training.TRYMove reactivity; watch the population and power.LEARNA small reactivity change can change the whole response.
MODELED THERMAL POWER— kWth
HYPOTHETICAL ELECTRICITY— kWe
HOME-EQUIVALENT LOAD—

Thermal reference: 250 kW, not plant telemetry.

Hypothetical load-equivalent only. The UCI research reactor does not generate household electricity.

Power-equivalent assumptions

Educational equivalence only: the UCI research reactor does not supply household electricity. 250 kW thermal reference × model-relative power; 33% hypothetical conversion; 1 kW per home assumed. UCI reactor reference ↗

Core neutron field

Orange fast neutrons slow in the moderator; cyan/green tracks show lower-energy neutrons. Select one to trace its descendants.

CONTROL RODS / ACTUAL MODEL STATE

Withdraw to add reactivity.

Insert to absorb more neutrons. The solid rods follow the rate-limited model; the outline marks your request.

Request 0¢Actual 0¢

Position is an illustrative mapping of reactivity, not calibrated rod worth or an operating instruction. A model trip drives the rods in.

A frozen census of the neutron field Delayed neutrons. Immediate curiosity. Illustrative model. 50 µm LOUPE · 200 µm field A 139 stops in 6.6 µm A 95 stops in 9.4 µm the neutrons cross it uncollided frozen census · seed 20260906 · simulation, not a record
fast > 100 keV epithermal thermal < 1 eV born delayed traced lineage Click any neutron to trace its descendants.

Six delayed-neutron precursor groups

These are radioactive fission-product populations, not water tanks. Higher fill means more precursors available to release delayed neutrons.

G1T½ 55.9 sG2T½ 22.7 sG3T½ 6.24 sG4T½ 2.30 sG5T½ 0.608 sG6T½ 0.230 s

Dashed level: equilibrium population at reference power. T½ = time for half a group to decay. The flow below represents delayed-neutron release.

Technical readouts
GROUP 1 λ 0.0124 s⁻¹
T½ 55.9 s
β₁ 21.5 pcm · 3.31 %
1.00 × Ceq
GROUP 2 λ 0.0305 s⁻¹
T½ 22.7 s
β₂ 142.4 pcm · 21.90 %
1.00 × Ceq
GROUP 3 λ 0.111 s⁻¹
T½ 6.24 s
β₃ 127.4 pcm · 19.59 %
1.00 × Ceq
GROUP 4 λ 0.301 s⁻¹
T½ 2.30 s
β₄ 256.8 pcm · 39.50 %
1.00 × Ceq
GROUP 5 λ 1.140 s⁻¹
T½ 0.608 s
β₅ 74.8 pcm · 11.50 %
1.00 × Ceq
GROUP 6 λ 3.010 s⁻¹
T½ 0.230 s
β₆ 27.3 pcm · 4.20 %
1.00 × Ceq

Reactor period & relative power

Period: time for an exponential factor-e change (≈2.72×). Positive = growth; negative = decay; ∞ = steady.

∞ −30 +30 −3 +3 seconds 10² 1 10⁻²

Recent power trend · last two model minutes · logarithmic scale

Technical readouts
Reactivity
+0.0 ¢
in dollars
+$0.000
keff
1.000000
Period
∞ (critical)
Startup rate
+0.000 dpm
Power
1.000 × rated
β
650.2 pcm · six groups, live
k commanded
1.0000
k measured, field
1.0000
Neutrons drawn
0
Mean weight
1.000
Fissions drawn
0 / s
Mean lifetime
—
Picture clock
—
Generation
—
Descendants alive
—
Fissions in lineage
—
Cold-start attempts
—
P(chain dies)
—
Running · equations at real reactor time
Armed · short period < 3 s · high flux > 10 × · both modelled
Reference: at +10 ¢ with delayed neutrons the period is +98.65 s.
Illustrative model. Assumptions below.
Training replay · point kinetics
WHATA simulated point-kinetics training trace.TRYReplay the drill. Follow the rate and power traces.LEARNDelayed neutrons shape the response.

01 · WITHDRAWING THE SHIM BANK TO 60 STEPS

Technical readouts
Delayed neutrons. Immediate curiosity. Illustrative model. 10² 10³ 10⁴ 10⁵ 10⁶ 10⁷ RANGES STARTUP RATE, DECADES PER MINUTE · LIMIT ±1.00 228 0 CRITICAL POWER RANGE STEADY SCRAM 1/M vs BANK POSITION 1.0 0 0 228 ECP 169 200 600 1000 1400 REACTOR TIME, s · SIM CLOCK ×30 RUNNING / ×120 DWELL SIMULATED · NOT AN OPERATING RECORD
Illustrative model. Assumptions below.
Method / limits

Teaching models only. Particle animation is not neutron transport. No spatial kinetics, xenon or temperature feedback. Not operating guidance.

Background ↗
WORLD 07 / OMELETTE BOT

Omelette Bot.

A real prototype. A simple sequence.

OMELETTE BOT / REAL PROTOTYPE

Breakfast, one button away.

WHATA one-button omelette-maker prototype.TRYRun the sequence or step through each stage.LEARNAutomation coordinates ingredients, cooking and handling.
PreheatDispenseCookFoldServe

Warm the cooking surface.

Sequence illustration—not validated cooking time, temperature, or food-safety guidance.

Model / sources

Images extracted from the user-provided OmeletteBot_Pitch_Deck REV 1(1).pptx, slides 3–4. The deck describes ingredient selection, one-button operation, cooking and serving. It lists both 60-second and 90-second times, so this page does not assert a verified cycle duration. No fundraising figures or private speaker notes are published.

WORLD 08 / RECORDS

Built beyond the lab.

Student-led interfaces, engineering representation, and public conversations about energy.

WEBREG HACKATHON / STUDENT-LED

WHATStudents solving the registration website’s UI/UX problems.TRYFollow ideas through student votes and judging.LEARNBetter interfaces start with the people using them.
≈21TEAMS
≈$15KRAISED
$6KPRIZES
40% student votes60% in-person judges

Finalist selection weighting. Organized by me and two UCI friends.

The judging panel

Judges included the UCI provost, engineering dean, vice provost for teaching and learning, a Siemens vice president, and others. Roles refer to the event, not current office-holders. Event figures are my account.

Watch the hackathon finals ↗
HOLLYWOOD IN THE NEWS

Ask harder questions.

Quoted as Engineering Senator in coverage of UCI’s proposed hydrogen-blending demonstration.

Energy research. Public responsibility.

Coverage by Brooke Staggs / Southern California News Group, March 2023; reproduced in UCI’s faculty review, Exhibit D.

Read the coverage in UCI’s report ↗