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P

Panos Stinis

pacific northwest national laboratory

15H指数
119论文数
823被引数
收录论文 29
发表时间
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Stabilizing PDE–ML coupled systems稳定PDE–ML耦合系统
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-09-18
err0
errOAAI
errSaad Qadeer; Panos Stinis; Hui Wan
err分享
err收藏
Self-adaptive weighting and sampling for physics-informed neural networks基于物理信息的神经网络的自我适应权重调整与采样
errmachine learning: science and technology
IF0
err2026-04-07
err0
errOAAI
errWenqian Chen; Amanda Howard; Panos Stinis
err分享
err收藏
SPIKANs: separable physics-informed Kolmogorov-Arnold networksSPIKANs: 可分离的物理学-知情的kolmogorov-arnold networks
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-09-30
err1
PREAI
errJacob, Bruno; Howard, Amanda A.; Stinis, Panos
err分享
err收藏
Multifidelity Kolmogorov–Arnold networks多 fidelity Kolmogorov–Arnold 网络
errmachine learning science and technology
IF0
err2025-08-21
err0
PREAI
errAmanda A Howard; Bruno Jacob; Panos Stinis
err分享
err收藏
Computationally efficient models for aqueous organic redox flow batteries计算效率高的水系有机液流电池模型
errJournal of Energy Storage
IF9.8
err2025-08-19
err0
errOAAI
errJie Bao; Amanda Howard; Ayoub El Bendali; Yunxiang Chen; Yucheng Fu; Peiyuan Gao; Soowhan Kim; Tiffany Louie; Grace Yuan; Alvin Liu; Qixuan Jiang; Chao Zeng; Zhijie Xu; Panos Stinis; Wei Wang; Vincent Sprenkle
err分享
err收藏
Self-adaptive weights based on balanced residual decay rate for physics-informed neural networks and deep operator networks基于平衡残差衰减率的物理信息神经网络和深度算子网络的自我适应权重
errJournal of Computational Physics
IF3.8
err2025-07-08
err0
PREAI
errWenqian Chen; Amanda A. Howard; Panos Stinis
err分享
err收藏
Deep operator network surrogate for phase-field modeling of metal grain growth during solidification
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2025-01-01
err1
PREAI
errCiesielski, Danielle; Li, Yulan; Hu, Shenyang; King, Ethan; Corbey, Jordan; Stinis, Panos
err分享
err收藏
SDYN-GANs: Adversarial learning methods for multistep generative models for general order stochastic dynamics
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-12-01
err0
errOAAI
errStinis, P.; Daskalakis, C.; Atzberger, P. J.
err分享
err收藏
SMS: Spiking marching scheme for efficient long time integration of differential equations
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-11-01
err0
errOAAI
errZhang, Qian; Kahana, Adar; Karniadakis, George Em; Stinis, Panos
err分享
err收藏
ViTO: Vision Transformer-Operator
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-08-01
err1
errOAAI
errOvadia, Oded; Kahana, Adar; Stinis, Panos; Turkel, Eli; Givoli, Dan; Karniadakis, George Em
err分享
err收藏
A multifidelity approach to continual learning for physical systems
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-05-16
err1
errOAAI
errHoward, Amanda; Fu, Yucheng; Stinis, Panos
err分享
err收藏
Physics-Guided Continual Learning for Predicting Emerging Aqueous Organic Redox Flow Battery Material Performance物理指导的持续学习，用于预测新兴的水性有机氧化还原液流电池材料的性能
errACS ENERGY LETTERS
IF18.2
err2024-05-16
err1
errOAAI
errFu, Yucheng; Howard, Amanda; Zeng, Chao; Chen, Yunxiang; Gao, Peiyuan; Stinis, Panos
err分享
err收藏
Rethinking skip connections in Spiking Neural Networks with Time-To-First-Spike coding
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2024-02-14
err2
errOAAI
errKim, Youngeun; Kahana, Adar; Yin, Ruokai; Li, Yuhang; Stinis, Panos; Karniadakis, George Em; Panda, Priyadarshini
err分享
err收藏
Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations用于偏微分方程的特征相邻的多保真度物理通知机器学习
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-02-01
err4
errOAAI
errChen, Wenqian; Stinis, Panos
err分享
err收藏
Physics-informed machine learning of the correlation functions in bulk fluids
errPHYSICS OF FLUIDS
IF4.3
err2024-01-24
err4
errOAAI
errChen, Wenqian; Gao, Peiyuan; Stinis, Panos
err分享
err收藏
Physics-informed machine learning of redox flow battery based on a two-dimensional unit cell model基于二维单元电池模型的氧化还原液流电池物理学习
errJOURNAL OF POWER SOURCES
IF7.9
err2023-11-01
err5
errOAAI
errChen, Wenqian; Fu, Yucheng; Stinis, Panos
err分享
err收藏
A hybrid deep neural operator/finite element method for ice-sheet modeling
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-11-01
err7
errOAAI
errHe, Qizhi; Perego, Mauro; Howard, Amanda A.; Karniadakis, George Em; Stinis, Panos
err分享
err收藏
A multifidelity deep operator network approach to closure for multiscale systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-09-01
err6
errOAAI
errAhmed, Shady E.; Stinis, Panos
err分享
err收藏
Machine-learning-based spectral methods for partial differential equations
errSCIENTIFIC REPORTS
IF3.9
err2023-01-31
err8
errOAAI
errMeuris, Brek; Qadeer, Saad; Stinis, Panos
err分享
err收藏
Vibrational levels of a generalized Morse potential广义莫尔斯电位的振动水平
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-10-13
err4
errOAAI
errQadeer, Saad; Santis, Garrett D. D.; Stinis, Panos; Xantheas, Sotiris S. S.
err分享
err收藏

研究方向

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合作学者
合作期刊
G
George Em Karniadakis
H 指数: 130 · 论文数: 1.2K
W
Wei Wang
H 指数: 90 · 论文数: 626
S
Sotiris S. Xantheas
H 指数: 68 · 论文数: 295
V
Vincent Sprenkle
H 指数: 56 · 论文数: 339
李
李钰岚 (Yulan Li)
H 指数: 55 · 论文数: 419
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