Streaming Multiscale Deep Equilibrium ModelsWe present StreamDEQ, a method that infers frame-wise representations on videos with minimal per-frame computation. In contrast to conventional methods where compute
[NeurIPS'20] Multiscale Deep Equilibrium Models. Contribute to locuslab/mdeq development by creating an account on GitHub.
E2Efold-3D: end-to-end deep learning method for accurate de novo RNA 3D structure prediction. Preprint at https://arxiv.org/abs/2207.01586 (2022). Anand, N. & Achim, T. Protein structure and sequence generation with equivariant denoising diffusion probabilistic models. Preprint at https://ar...
43,44,45,46,47,48. At the same time, demand for explainable artificial intelligence (XAI) has emerged in recently, so as to incorporate scientific knowledge or practical experience into black-box models and thus to enhances the transparency and interpretability of machine learning and...
The study focuses on utilizing the adaptive neuro-fuzzy inference system (ANFIS) to develop models for predicting HPC characteristics. To enhance the performance of ANFIS methods, the study incorporates the arithmetic optimization algorithm (AOA) and equilibrium optimizer (EO) (abbreviated as ANAO and...
Deep brain stimulation (DBS) has been used successfully as symptomatic treatment in several neurodegenerative disorders, including Parkinson’s disease (PD). However, the mechanisms of its activity inside the brain network are unclear. Many virtual DBS models investigate the dynamics of a subnetwork su...
However, there is a lack of unified conclusions on the scale dependence or scale effect of different ecological models and processes (Laterra et al., 2012, Hein et al., 2016); in particular, the applicable relationship between scale and ecosystem services research, and the correlation between ...
Digital twins, also known as DT, can be defined as a simulation process or simulation-based system that integrates multidiscipline, multiphysics, and multiscale numerical methods to make full use of physical models, sensor data, operation history, and other information and to complete mapping in ...
Ultraviolet Nanosecond Laser Annealing (LA) is a powerful tool for both fundamental investigations of ultrafast, nonequilibrium phase-change phenomena and technological applications (e.g., the processing of 3D sequentially integrated nano-electronic devi
these structures do not directly represent the lignin molecule due to the absence of many key linkages present in lignin. The authenticity and objectivity of solute in theoretical models have been largely ignored. In this study, one of our purposes is to establish a good model structure for lign...