Publications, research projects, and engineering work
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ANN surrogate and FORM analysis over 300 ANSYS simulations for a 99%-reliable GPU heat sink.
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UHV-compatible hinge concept for controlled bending, stretching, and wrinkling of flexible EDS samples.
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Coupled thermal-structural ANSYS analysis of thermal lag, solder fatigue, and package warpage.
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Natural-language commands, RGB-D perception, and collision-aware dexterous pick-and-place in Isaac Lab.
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Cypher-first Neo4j retrieval for auditable, section-referenced HVAC code answers.
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Natural-language ordering, graph task planning, YOLO vision, and adaptive UR5 control.
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Measured EV telemetry, grid-aware J1772 control, solar experiments, and custom embedded hardware.
View project →2025
Computational study of Fe3O4 magnetic nanofluid cooling for solar PV panels using reentrant circular cavitied minichannels. Reports Nusselt number enhancement up to 64.2%, friction-factor reduction up to 11.15%, and thermal enhancement factor greater than one.
Finite-volume study of heat-transfer enhancement in solar-air-heater-style channel flow with tapered V-shaped baffles (GEKO turbulence model, Re 3,000–20,000). Reports lower friction losses than conventional V-baffles and a maximum thermal performance factor of 2.49.
Magnetic nanofluid and ribbed minichannel cooling for electronics and data centers. Reports maximum Nusselt number enhancement of 100.63% (parallel ribs) and 73.16% (staggered).
Numerical PCM study for passive vaccine cold-chain logistics within the 2–8 °C safe range. Safe-temperature maintenance extended from 123.3 to 143.9 hours with glycerol-infused n-tetradecane.
2024
Numerical study of EV battery cooling combining magnetic nanofluid with external magnetic field control.
Heat exchanger performance under combined mechanical vibration and magnetic field (Re 150–300). Reports maximum Nusselt number enhancement of 225.9% and peak exergy efficiency of 52.81%.
2023
Mini-channel cooling system for solar PV panels using a hybrid magnetic nanofluid under an applied magnetic field.
Covers microchannel heat exchanger fundamentals, experimental and numerical methods, and applications across biomedical, automotive, renewable energy, and electronics cooling systems.