no code implementations • 5 Mar 2024 • Zhenyu Pan, Ammar Gilani, En-Jui Kuo, Zhuo Liu
We propose an RNN-based efficient Ising model solver, the Criticality-ordered Recurrent Mean Field (CoRMF), for forward Ising problems.
no code implementations • 1 Mar 2022 • Sun-Ting Tsai, Eric Fields, Yijia Xu, En-Jui Kuo, Pratyush Tiwary
Often one wishes to supplement the experimentally observed dynamics with prior knowledge or intuition about the system.
1 code implementation • 15 Apr 2021 • En-Jui Kuo, Yao-Lung L. Fang, Samuel Yen-Chi Chen
Recent advances in quantum computing have drawn considerable attention to building realistic application for and using quantum computers.
2 code implementations • 26 Apr 2020 • Sun-Ting Tsai, En-Jui Kuo, Pratyush Tiwary
We anticipate that our work represents a stepping stone in the understanding and use of RNNs for modeling and predicting dynamics of complex stochastic molecular systems.
Disordered Systems and Neural Networks Statistical Mechanics Chemical Physics Data Analysis, Statistics and Probability
1 code implementation • 21 Dec 2017 • Heng-Yu Chen, En-Jui Kuo, Hideki Kyono
We construct the Mellin representation of four point conformal correlation function with external primary operators with arbitrary integer spacetime spins, and obtain a natural proposal for spinning Mellin amplitudes.
High Energy Physics - Theory