日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Learning turbulent flows with generative models for super resolution and sparse flow reconstruction

利用生成模型学习湍流以实现超分辨率和稀疏流重建

Oommen, Vivek; Khodakarami, Siavash; Bora, Aniruddha; Wang, Zhicheng; Karniadakis, George Em

Blood Based Biomarkers of DNA Methylation Associated with Platinum Resistance in High Grade Serous Ovarian Cancer

血液中与高级别浆液性卵巢癌铂类耐药相关的DNA甲基化生物标志物

Rotsides, Photis; Shinde, Omkar; Danon, Julia N; Sgourakis, Nikolaos G; Javidi, D; Xue, S; Tonzi, E; Shah, E; Curley, M; Chai, Zhaojie; Daryakenari, Nazanin Ahmadi; Karniadakis, George Em; Farid, Elnaz Abbasi; Zhang, Shu; Cardenas, Horacio; Fu, Zhen; Vieth, Adam; Coon, Collin M; Wei, Jian-Jun; Matei, Daniela; Nephew, Kenneth P

A variational framework for residual-based adaptivity in neural PDE solvers and operator learning

一种基于残差的神经网络偏微分方程求解器自适应和算子学习的变分框架

Toscano, Juan Diego; Chen, Daniel T; Ooomen, Vivek; Darbon, Jérôme; Karniadakis, George Em

Patient-specific deep offline artificial pancreas for blood glucose regulation in type 1 diabetes

用于1型糖尿病血糖调节的患者特异性深度离线人工胰腺

Deng, Yixiang; Arao, Kevin; Mantzoros, Christos S; Karniadakis, George Em

Characterization and Inverse Design of Stochastic Mechanical Metamaterials Using Neural Operators

利用神经网络算子对随机力学超材料进行表征和逆向设计

Jin, Hanxun; Zhang, Boyu; Cao, Qianying; Zhang, Enrui; Bora, Aniruddha; Krishnaswamy, Sridhar; Karniadakis, George Em; Espinosa, Horacio D

AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov-Arnold networks

AIVT:利用物理信息驱动的Kolmogorov-Arnold网络,从测量的三维速度数据推断湍流热对流

Toscano, Juan Diego; Käufer, Theo; Wang, Zhibo; Maxey, Martin; Cierpka, Christian; Karniadakis, George Em

Quantification of total uncertainty in the physics-informed reconstruction of CVSim-6 physiology

CVSim-6生理学物理信息重建中总不确定性的量化

De Florio, Mario; Zou, Zongren; Schiavazzi, Daniele E; Karniadakis, George Em

In silico biophysics and rheology of blood and red blood cells in Gaucher Disease

戈谢病血液和红细胞的计算机模拟生物物理学和流变学研究

Chai, Zhaojie; Li, Guansheng; Ndour, Papa Alioune; Connes, Philippe; Buffet, Pierre A; Franco, Melanie; Karniadakis, George Em

MR-AIV reveals in vivo brain-wide fluid flow with physics-informed AI

MR-AIV利用物理学原理人工智能揭示活体脑内流体流动情况

Toscano, Juan Diego; Guo, Yisen; Wang, Zhibo; Vaezi, Mohammad; Mori, Yuki; Karniadakis, George Em; Boster, Kimberly A S; Kelley, Douglas H

In Silico Post-screening of Anti-polymerization Agents to Treat Sickle Cell Disease

利用计算机模拟对治疗镰状细胞病的抗聚合剂进行后筛选

Qian, Ying; Daryakenari, Nazanin Ahmadi; Hallow, Melissa; Lu, Lu; Buffet, Pierre A; Dao, Ming; Li, He; Karniadakis, George Em