In Progress2025-26
Saline Beacon
A portable saltwater-powered lamp for off-grid and emergency lighting.
ElectrochemistryCircuit DesignPrototyping
Special Interest Group
Catalyst
Accelerating innovation and driving breakthrough ideas in technology and research.
Projects
4 publishedIn Progress2025-26
Real-Time Health Monitoring Using PINN + Hypernetwork
A digital-twin pipeline that predicts heat exchanger health in real time.
PythonJAXDeepXDEPINNs
In Progress2025-26
Waste Heat Recovery via Organic Rankine Cycle
Process simulation of ORC systems for industrial waste heat recovery.
DWSIMProcess SimulationTechno-Economic Analysis
In Progress2025-26
Real-Time AI and CFD Hazard Detection System
A proactive hazard detection system combining CFD data with AI models.
ANSYSPythonStreamlitMachine Learning