Research

Thesis work, sponsored projects, and computational foundations

Featured Research

Current PhD sponsored work

ARPA-E COOLERCHIPS · System-Level Simulation
MOSTCOOL

System-level design and simulation tools development for next-generation data center cooling, with a strong emphasis on two-phase flow network modeling. My branch-first adaptive tearing solver achieves a 25x improvement in convergence robustness over current state of the art.

Two-phase flow networksBranch-first adaptive tearingChip to rack to facilitySole developer
Python
GitHub
NumPy
SciPy
Ansys Fluent
Numba
Scikit-Learn
Linux
VS Code
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ARPA-E COOLERCHIPS · University of Florida Collaboration
Membrane-Assisted Cold Plate Cooling

System-level implications of a hydrophobic membrane-based two-phase cooling architecture for extreme power density racks. Work includes manifold sizing, condenser sizing, pump requirements, and scaling analysis toward 1 MW rack-level systems with the two-phase module I developed as part of MOSTCOOL.

1 MW rack concept studiesMembrane heat sinkSystem design specificationsUF collaboration
Python
VS Code
Linux
SciPy
NumPy
MATLAB
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Northrop Grumman · Modeling + Experiments
Encapsulated Phase Change Slurry Cooling

Combining modeling and ongoing experimental work to study encapsulated phase change material slurry cooling with dielectric fluids for electronics. Defined two novel design-oriented thermal performance metrics and developed a three-regime operating framework for EPCM slurry cooling in dielectric microchannels. Currently designing and characterizing a novel cold plate that enhances the utilization of EPCM particles.

Experimental — ongoingEPCM slurryData acquisitionCode testing
Ansys Fluent
Python
MATLAB
SolidWorks
LabVIEW
Cold Plate Testing
Data Acquisition (DAQ)
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Other Research

Additional work during PhD

University of Maryland · Experimental Materials Characterization
Viscoelastic Characterization of Epoxy Molding Compounds

Measured time and temperature-dependent bulk behavior of epoxy molding compounds and linked experimental data to constitutive modeling. Learned hydrostatic testing setup and hereditary integral equations to recover bulk moduli from experimental data.

Experimental mechanicsViscoelasticityHydrostatic testing setupECTC 2023 publication
MATLAB
DSC Calorimetry
DMA Testing
LabVIEW
Data Acquisition (DAQ)
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University of Maryland · Thermal Design and CFD
Manifold Microchannel Cooling for High-Power-Density Inverters

Design and simulation of manifold microchannel cooling systems for high-power-density EV inverter applications. Optimized flow distribution and thermal performance through CFD simulations with packaging-aware design considerations.

Manifold microchannelInverter thermal managementCFD parametric studyElectronics packaging
Ansys Fluent
SolidWorks
Python
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Masters Thesis

IIT Gandhinagar · 2019 to 2021

IIT Gandhinagar · Masters Thesis
Higher-Order Implicit Roe-Based Shock-Capturing Method for the Euler Equations

Developed a higher-order implicit Roe-MUSCL shock-capturing scheme for the Euler equations. Addressed challenges in flux Jacobian linearization for complex implicit schemes and validated across a wide range of shock tube problems.

Higher-order implicit schemeRoe-MUSCLEuler equationsPublished IJNMHFF 2023
MATLAB
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