Frontiers

Efficient data-driven machine learning models for scour depth predictions at sloping sea ...

Seawalls are critical defence infrastructures in coastal zones that protect hinterland areas from storm surges, wave overtopping and soil erosion hazards. Scouring at the toe of sea defences, caused ...
C&EN

Markov State Models: To Optimize or Not to Optimize

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Markov state models (MSM) are a popular statistical method for analyzing the ...
C&EN

Inverse Design of Photonic Devices with Strict Foundry Fabrication Constraints

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. There have been many proposals for DRC-compliant inverse design ...
The Lancet

A comparison of machine learning methods for predicting recurrence and death after curative ...

cDepartment of Clinical Oncology, Institute of Cancer Research NIHR Biomedical Research Centre, London, UK dCancer Imaging Centre, Department of Surgery and Cancer, Imperial College London, Du Cane ...
GitHub

self-verification-in-image-denoising-211215.md

这篇文章研究的是自监督去噪任务。作者提出的方法，虽然从论文的讲述上来看，是从 DIP 出发，但实际上最后演化的形式我认为和 DIP 已经毫无关系了。另外 DIP 是在一个 image 上训练，这篇文章则是在整个 noise dataset 上训练。这篇文章的自监督学习思路和 ...
Frontiers

Deep Learning Approaches to Surrogates for Solving the Diffusion Equation for Mechanistic ...

In many mechanistic medical, biological, physical, and engineered spatiotemporal dynamic models the numerical solution of partial differential equations (PDEs), especially for diffusion, fluid flow ...