Accessible Multimodal Routing at Gongbei
A cohort-aware model of how slopes, stairs, transfers, crowding, and missing elevators change routes through a border hub.
Research catalogue
Every technical project, with its evidence level visible.
All 71 catalogue entries are represented. 19 have full editorial overviews; the remainder expose a high-level inventory without publishing notebooks, raw notes, or private source material.
Two evidence levels. Editorial projects explain reviewed outputs, methods, and limitations. Catalogue entries record what exists in the private technical workspace but make no claim that the work has been scientifically validated.
71 projects
Graph-Calibrated Battery Thermal Early Warning
A calibrated graph-CUSUM benchmark for warning of local battery-pack thermal faults when a temperature sensor drifts or becomes unavailable.
Dimensionally Constrained Equation Discovery
Known physical laws form a controlled benchmark for unit-aware monomial symbolic regression.
Growing-Domain Turing Topology
A verified Schnakenberg reaction–diffusion study tracks peak birth and loss as a one-dimensional domain grows.
Heterogeneous Morphoelastic Folding
A reduced beam-energy model tests whether weak stiffness and growth-load heterogeneity can steer fold count and location.
Interpretable EV Dispatch and Replenishment
A white-box pipeline links energy prediction, fairness-aware scheduling, and disruption-triggered replanning.
Intervention-Calibrated Neural ODEs
Sign-structured and unconstrained neural vector fields are tested on strong held-out interventions in a synthetic toggle switch.
Occupancy-Aware Classroom Ventilation
A shared-capacity predictive-control benchmark for classroom CO₂ exposure when actual room use departs from the timetable.
Phantom Traffic-Jam Stability
Microscopic traffic experiments examine when small disturbances grow into persistent stop-and-go waves.
Positive and Conservative Time Stepping
A stiff transfer-network benchmark compares explicit methods with a positivity- and mass-preserving linearly implicit update.
Resilient Water-Network Leak Localisation
A dropout-aware pressure-sensor placement study for distinguishing leak zones when measurements are noisy and one sensor may be unavailable.
Robust CSTR Safety Envelope
A synthetic exothermic-reactor study quantifies the yield cost of a scenario-robust thermal criterion.
Robust Hedging under Rough Volatility
A frozen no-trade band is evaluated across unseen roughness, volatility-of-volatility, and cost regimes.
Scientific Incentives and Reliability
An evolutionary agent-based model maps how novelty, rigour, and replication credit change discovery and record reliability.
Sequential Nonlinear Model Discrimination
Adaptive forcing experiments distinguish Van der Pol, Rayleigh, and Duffing oscillator families under a six-round budget.
Sparse Wave Blocking in Excitable Media
An event-triggered local pulse is tested against unseen conduction speed, recovery, and delay combinations.
Climate-Driven Dengue on a Spatial Grid
A reaction–diffusion experiment combines temperature-dependent mosquito ecology, long-range dispersal, vaccination allocation, and numerical checks.
Coastal Defence Under Rising Tides
A teaching case combines sea-level scenarios, extreme-value storm surges, and cost optimization over a 50-year horizon.
IMMC2026
Technical catalogue entry for IMMC2026, recording 43 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from IMMC2026
Last Mile Drone Dilemma - IMMC Simulation
Technical catalogue entry for Last Mile Drone Dilemma - IMMC Simulation, recording 10 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from drone_network
Project: Nonlinear Dynamics and Bifurcation Analysis of an Optomechanically Levitated Nanoparticle under Delayed Feedback Control
Technical catalogue entry for Project: Nonlinear Dynamics and Bifurcation Analysis of an Optomechanically Levitated Nanoparticle under Delayed Feedback Control, recording 9 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from optomechanical_dde_project
SJMMA 2026 Problem Collection
Technical catalogue entry for SJMMA 2026 Problem Collection, recording 190 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from SJMMA2026
The Duel: Warhawk vs. Death Lord
Technical catalogue entry for The Duel: Warhawk vs. Death Lord, recording 16 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from WARHAWK_STOCHASTIC
The Kessler Horizon: Orbital Debris Simulator
Technical catalogue entry for The Kessler Horizon: Orbital Debris Simulator, recording 6 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from orbital-debris-sim
Pollination Ecosystem Trade-offs
An agent-based C++ simulation compares pollinator populations, agricultural yield, and management assumptions.
Autonomous Satellite Collision Avoidance System
Technical catalogue entry for Autonomous Satellite Collision Avoidance System, recording 23 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from satellite_collision_avoidance
Casino Operation Simulation
Technical catalogue entry for Casino Operation Simulation, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from CasinoOperationSimulation
Citi Bike Modeling System
Technical catalogue entry for Citi Bike Modeling System, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from CitiBikeModelingSystem
Computational Physics Model: 3-DOF Planar Robotic Arm
Technical catalogue entry for Computational Physics Model: 3-DOF Planar Robotic Arm, recording 17 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from computational_robotics_arm
CUMCM2025
Technical catalogue entry for CUMCM2025, recording 2 tracked files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from CUMCM2025
Ecosystem Dynamics Mathematical Modeling Project
Technical catalogue entry for Ecosystem Dynamics Mathematical Modeling Project, recording 29 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from ecosystem_dynamics_project
Enhanced Urban Traffic Emissions Optimization System
Technical catalogue entry for Enhanced Urban Traffic Emissions Optimization System, recording 26 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from traffic_optimization
Ev3 Robot Car
Technical catalogue entry for Ev3 Robot Car, recording 3 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from ev3-robot-car
Haps Optimization
Technical catalogue entry for Haps Optimization, recording 13 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from haps_optimization
IMMC 2026 Problem A: New Constellations
Technical catalogue entry for IMMC 2026 Problem A: New Constellations, recording 13 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from constellation_modeling
IMMC2025
Technical catalogue entry for IMMC2025, recording 3 notebooks. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from IMMC2025
MCM2025
Technical catalogue entry for MCM2025, recording 2 notebooks. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from MCM2025
Quantum Resource Competition in Multi-Agent Particle Systems
Technical catalogue entry for Quantum Resource Competition in Multi-Agent Particle Systems, recording 19 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from quantum_resource_competition
Secondary 4 Evaluation
Technical catalogue entry for Secondary 4 Evaluation, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from Secondary 4 Evaluation
Secondary 5 Evaluation
Technical catalogue entry for Secondary 5 Evaluation, recording 2 notebooks. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from Secondary 5 Evaluation
Shared Micro-Mobility Optimization System
Technical catalogue entry for Shared Micro-Mobility Optimization System, recording 16 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from shared_mobility_optimization
SJMMA 2025 Problem Collection
Technical catalogue entry for SJMMA 2025 Problem Collection, recording 46 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from SJMMA2025
Smart Microgrid Energy Trading Simulation
Technical catalogue entry for Smart Microgrid Energy Trading Simulation, recording 35 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from smart_microgrid_simulation
Solar Tracker Cost-Effectiveness Analysis
Technical catalogue entry for Solar Tracker Cost-Effectiveness Analysis, recording 13 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from solar-tracker-analysis
Stock Market
Technical catalogue entry for Stock Market, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from Stock Market
Strategic Information Dynamics in Multi-Layer Social Networks
Technical catalogue entry for Strategic Information Dynamics in Multi-Layer Social Networks, recording 23 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from information_spread_modeling
Sustainable Urban Mobility
Technical catalogue entry for Sustainable Urban Mobility, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from SustainableUrbanMobility
Urban Microclimate Modeling System
Technical catalogue entry for Urban Microclimate Modeling System, recording 18 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from urban-microclimate-model
Vertical Lettuce Farming
Technical catalogue entry for Vertical Lettuce Farming, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from VerticalLettuceFarming
Weather Analysis
Technical catalogue entry for Weather Analysis, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from WeatherAnalysis
Zoo Design MIDMCM
Technical catalogue entry for Zoo Design MIDMCM, recording 9 Python files. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from zoo-design-midmcm
Comparing Real Numbers
Technical catalogue entry for Comparing Real Numbers, recording 1 Python file. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from ComparingRealNumbers
CUMCM2024
Technical catalogue entry for CUMCM2024, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from CUMCM2024
HiMCM 2024
Technical catalogue entry for HiMCM 2024, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from HiMCM2024
IMMC2024
Technical catalogue entry for IMMC2024, recording 2 notebooks. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from IMMC2024
Interpolation
Technical catalogue entry for Interpolation, recording 3 notebooks. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from Interpolation
MCM2024
Technical catalogue entry for MCM2024, recording 3 notebooks. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from MCM2024
Model Fitting
Technical catalogue entry for Model Fitting, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from Model Fitting
Modeling With A Differential Equation
Technical catalogue entry for Modeling With A Differential Equation, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from Modeling with a Differential Equation
Simulation Modeling
Technical catalogue entry for Simulation Modeling, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from Simulation Modeling
HiMCM 2023
Technical catalogue entry for HiMCM 2023, recording 2 notebooks. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from HiMCM2023
HiMCM 2022
Technical catalogue entry for HiMCM 2022, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from HiMCM2022
MCM2022
Technical catalogue entry for MCM2022, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from MCM2022
HiMCM 2021
Technical catalogue entry for HiMCM 2021, recording 2 notebooks. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from HiMCM2021
MCM2021
Technical catalogue entry for MCM2021, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from MCM2021
MCM2020
Technical catalogue entry for MCM2020, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from MCM2020
HiMCM 2019
Technical catalogue entry for HiMCM 2019, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from HiMCM2019
IMMC2018
Technical catalogue entry for IMMC2018, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from IMMC2018
HiMCM 2011
Technical catalogue entry for HiMCM 2011, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from HiMCM2011
HiMCM 2002
Technical catalogue entry for HiMCM 2002, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from HiMCM2002
MCM1986
Technical catalogue entry for MCM1986, recording 1 notebook. Outputs remain unreviewed until promoted into an editorial project overview.
Inventory from MCM1986
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