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Journal of Computational Physics|June 5, 2013
Parallel multiscale simulations of a brain aneurysmLeopold Grinberg, Dmitry A Fedosov, George Em Karniadakis
Proceedings. Mathematical, Physical, and Engineering Sciences|August 25, 2020
Locally adaptive activation functions with slope recovery for deep and physics-informed neural networksAmeya D Jagtap, Kenji Kawaguchi, George Em Karniadakis
IEEE Transactions on Neural Networks and Learning Systems|June 10, 2022
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal GraphsMengjia Xu, Apoorva Vikram Singh, George Em Karniadakis
The Journal of Chemical Physics|January 22, 2018
An atomistic fingerprint algorithm for learning ab initio molecular force fieldsYu-Hang Tang, Dongkun Zhang, George Em Karniadakis
The Journal of Chemical Physics|April 22, 2010
Steady shear rheometry of dissipative particle dynamics models of polymer fluids in reverse Poiseuille flowDmitry A Fedosov, George Em Karniadakis, Bruce Caswell
Arxiv|April 29, 2025
Representation Meets Optimization: Training PINNs and PIKANs for Gray-Box Discovery in Systems PharmacologyNazanin Ahmadi Daryakenari, Khemraj Shukla, George Em Karniadakis
Biophysical Journal|July 27, 2017
Modeling of Biomechanics and Biorheology of Red Blood Cells in Type 2 Diabetes MellitusHung-Yu Chang, Xuejin Li, George Em Karniadakis
Biorxiv : the Preprint Server for Biology|May 4, 2026
A Multiscale Signaling-Biophysical Framework Reveals Mechanisms of Macrophage-Mediated RBC Clearance in Sickle Cell and Gaucher DiseaseZhaojie Chai, Nazanin Ahmadi Daryakenari, George Em Karniadakis
The Journal of Chemical Physics|October 27, 2016
cDPD: A new dissipative particle dynamics method for modeling electrokinetic phenomena at the mesoscaleMingge Deng, Zhen Li, Oleg Borodin, et al.
Neural Networks : the Official Journal of the International Neural Network Society|September 4, 2025
Mitigating spectral bias in neural operators via high-frequency scaling for physical systemsSiavash Khodakarami, Vivek Oommen, Aniruddha Bora, et al.
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