LukassKellijs
Yale University, New Haven, CT
About
I am an undergraduate student at Yale University (but am originally from Riga, Latvia). My main interests relate to physics and engineering, and their intersection with machine learning (I'm excited about new ways to create). I have personal interests in space and climate sciences. I am involved in and organize various STEM-related projects nationally and internationally.
Projects
Source Attribution for RAG
Exploration of various methods for source attribution in RAG systems.
Physics-Informed Losses for Neural Operators
Research at ETH Zurich CAMLab, exploring physics-informed losses for training and fine-tuning neural operators
SciML Turbulence Simulation Surrogate Model
Development of ML model to enable faster simulation of plasma turbulence
Regenerative Cooling Solver
Developed method for simulating fluid flow and combustion in engine, generating optimal engine geometries.
CubeSat Power Estimation
Simulations and data analysis using Ansys STK and Python
Flight Computer SWIFT
Electronics programming and testing for the second rocket launch campaign of Riga Technical University rocketry team.
Remote Sensing Research
Independent research conducted on Forest Damage – Bark Beetle Identification Using Remote Sensing in Latvian Territories
Flight Computer VIP-1
Electronics programming and testing for the rocket launch campaign of Riga Technical University rocketry team.