I am a Computer Science PhD student at the University of Toronto, supervised by Prof. Alán Aspuru-Guzik and Prof. Nandita Vijaykumar.
I am studying how to simulate the physics of tiny scales. Currently with Machine Learning, previously with Quantum Computing and Tensor Networks.
We speed up molcular dynamics simulations by focusing the temporal structure of the problem. We reuse intermediate latents from the previous prediction step, by turning a state of the art architecture into a deep equilibrium model. Our method is faster, more accurate, and uses fewer parameters than the original model.
We study how simulate noisy quantum systems on near-term quantum computers. We combine trotterization for the hamiltonian part with "collisions" on ancilla qubits for the open dynamics.
University of Toronto
Prof. Alán Aspuru-Guzik2023 - 2027
National University of Singapore
Digital Quantum Simulation of the Spin-Boson Model under Markovian Open-System Dynamics2022 - 2022
University of Munich (LMU)
2020 - 2022
Vienna University of Technology
2017 - 2020
Sir-Karl Popper Schule
2012 - 2016
IQM Quantum Computers
2023/05 - 2023/08
applied by zeb
2023/02 - 2023/04
EFS Consulting
2021/10 - 2021/12
Iran University of Science and Technology
2021/08 - 2021/09
Red Cross
2017/01 - 2017/09
Fruit Security
2014/07 - 2014/07