Neural Operator for Training Partial Differential Equations
What this field is going to do The previously introduced Physics Informed Neural Network (PINN) directly estimates the solution (field)…
December 2023
kevin-tofu Evaluating Embedding APIs for Information Retrieval
Evaluating Embedding APIs for Information Retrieval https://arxiv.org/abs/2305.06300 Beginning with models on HuggingFace, numerous embedding models have been released. However, in…
How to estimate eigen values of any matrix
QPE looks wonderful, but… But how do we calculate the eigenvalues of any matrix? I somehow managed to ask ChatGPT.…
To convert any Matrix into a Unitary Matrix
To convert any matrix into a unitary matrix, there are several methods, especially used in the context of quantum computing.…
Get Phases of Unitary Matrix Eigen Values from Quantum Circuit
Phase values of Unitary Matrix In quantum computing, each quantum gate is represented by a unitary matrix, and the entire…
Unitary Matrix / Helmite Matrix
Unitary Matrix When a square matrix is as described below, it is called a normal matrix. When A is a…
Quantum Phase Estimation
About The phase estimation algorithm appears to be a very important subroutine in quantum computer computations. This algorithm is useful…
The Jordan Normal Form
Diagonalization of matrices plays a crucial role in numerical computations. However, when diagonalization of a matrix is not possible, how…
Correspondence of Quantum Machine Learning and Subroutines
This is just an note from reference Algorithm Sub Routine Quantum Acceleration Data Phase Estimation Phase Estimation Exponential Classical Quantum…
How to kill all python processes that an user executed simultaniously
ps -u kevin | grep python | awk '{print $1}' | xargs kill