Emergent Ventures Application: Neural Networks for Quantum Denoising
I recently applied to Emergent Ventures for funding to continue my research on using neural networks to fix broken quantum measurements. Below is my full application. Describe your proposal in a tweet I’m using neural networks to fix broken quantum measurements. My work scaled prior results from 5 to 8 qubits, but I want to attack a bottleneck when scaling up the size of the models themselves with new representations. About me Quantum computers could transform drug discovery, materials science, epilepsy treatment, and many other fields that require high-fidelity simulations of the physical world. Their outputs are currently destroyed by noise, so I’m training neural networks to mend them. I’m Amitav, I’m 14, and I build things before I know how to build them. I’m also the youngest engineer at 8090 Solutions, Chamath’s company, where I make their software development platform more autonomous. ...