George Barbastathis - Publications, H-index & Citations

George Barbastathis

MIT

49H指数

680论文数

1.1W被引数

收录论文 107

发表时间

Interpretable Deep Learning for Single-Molecule Nanopore Fingerprinting Using Physics-Guided Preprocessing 基于物理引导预处理方法的单分子纳米孔指纹识别可解释深度学习

ACS Sensors

IF9.1

2026-02-20

PREAI

Arjav Shah; Xin Kai Lee; Kun Li; Grant A. Knappe; Mark Bathe; George Barbastathis; Patrick S. Doyle

Integrated lithium niobate photonic computing circuit based on efficient and high-speed electro-optic conversion 基于高效高速电光转换的集成铌酸锂光子计算电路

Nature Communications

IF15.7

2025-09-01

OAAI

Yaowen Hu; Yunxiang Song; Xinrui Zhu; Xiangwen Guo; Shengyuan Lu; Qihang Zhang; Lingyan He; Cornelis A. A. Franken; Keith Powell; Hana Warner; Daniel Assumpcao; Dylan Renaud; Ying Wang; Letícia Magalhães; Victoria Rosborough; Amirhassan Shams-Ansari; Xudong Li; Rebecca Cheng; Kevin Luke; Kiyoul Yang; George Barbastathis; Mian Zhang; Di Zhu; Leif Johansson; Andreas Beling; Neil Sinclair; Marko Lončar

Simulation-based approach for fast optimal control of a Stefan problem with application to cell therapy 基于仿真的快速最优控制方法在细胞疗法中的应用研究

Automatica

IF5.9

2025-06-07

PREAI

Prakitr Srisuma; George Barbastathis; Richard D. Braatz

Biomechanics-Function in Glaucoma: Improved Visual Field Predictions from IOP-Induced Neural Strains

AMERICAN JOURNAL OF OPHTHALMOLOGY

IF4.2

2025-03-01

PREAI

Chuangsuwanich, Thanadet; Nongpiur, Monisha e.; Braeu, Fabian a.; Tun, TINA.; Thiery, Alexandre; Perera, Shamira; Ho, Ching lin; Buist, Martin; Barbastathis, George; Aung, Tin; Girard, Michael J. A.

Real-time estimation of bound water concentration during lyophilization with temperature-based state observers

INTERNATIONAL JOURNAL OF PHARMACEUTICS

IF5.2

2024-11-01

PREAI

Srisuma, Prakitr; Barbastathis, George; Braatz, Richard D.

Deep-prior ODEs augment fluorescence imaging with chemical sensors

NATURE COMMUNICATIONS

IF15.7

2024-10-24

OAAI

Pham, Thanh-an; Boquet-Pujadas, Aleix; Mondal, Sandip; Unser, Michael; Barbastathis, George

Impinging jet mixers: A review of their mixing characteristics, performance considerations, and applications

AICHE JOURNAL

IF4

2024-09-04

OAAI

Devos, Cedric; Mukherjee, Saikat; Inguva, Pavan; Singh, Shalini; Wei, Yi; Mondal, Sandip; Yu, Huiwen; Barbastathis, George; Stelzer, Torsten; Braatz, Richard D.; Myerson, Allan S.

Mechanistic modeling and analysis of thermal radiation in conventional, microwave-assisted, and hybrid freeze drying for biopharmaceutical manufacturing

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

IF5.8

2024-04-01

OAAI

Srisuma, Prakitr; Barbastathis, George; Braatz, Richard D.

Automated translation and accelerated solving of differential equations on multiple GPU platforms

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-02-01

OAAI

Utkarsh, Utkarsh; Churavy, Valentin; Ma, Yingbo; Besard, Tim; Srisuma, Prakitr; Gymnich, Tim; Gerlach, Adam R.; Edelman, Alan; Barbastathis, George; Braatz, Richard D.; Rackauckas, Christopher

Predicting glaucoma progression using deep learning framework guided by generative algorithm

SCIENTIFIC REPORTS

IF3.9

2023-11-15

OAAI

Hussain, Shaista; Chua, Jacqueline; Wong, Damon; Lo, Justin; Kadziauskiene, Aiste; Asoklis, Rimvydas; Barbastathis, George; Schmetterer, Leopold; Yong, Liu

Analytical solutions for the modeling, optimization, and control of microwave-assisted freeze drying

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2023-09-01

PREAI

Srisuma, Prakitr; Barbastathis, George; Braatz, Richard D.

Accelerated deep self-supervised ptycho-laminography for three-dimensional nanoscale imaging of integrated circuits

OPTICA

IF8.5

2023-07-26

OAAI

Kang, Iksung; Jiang, Yi; Holler, Mirko; Guizar-Sicairos, Manuel; Levi, A. F. J.; Klug, Jeffrey; Vogt, Stefan; Barbastathis, George

Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis

AMERICAN JOURNAL OF OPHTHALMOLOGY

IF4.2

2023-06-01

OAAI

Braeu, Fabian A.; Thiery, Alexandre H.; Tun, Tin A.; Kadziauskiene, Aiste; Barbastathis, George; Aung, Tin; Girard, Michael J. A.

Thermal imaging-based state estimation of a Stefan problem with application to cell thawing

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2023-05-01

PREAI

Srisuma, Prakitr; Pandit, Ajinkya; Zhang, Qihang; Hong, Moo Sun; Gamekkanda, Janaka; Fachin, Fabio; Moore, Nathan; Djordjevic, Dragan; Schwaerzler, Michael; Oyetunde, Tolutola; Tang, Wenlong; Myerson, Allan S.; Barbastathis, George; Braatz, Richard D.

Noise-resilient deep learning for integrated circuit tomography

OPTICS EXPRESS

IF3.3

2023-04-24

OAAI

Guo, Zhen; Liu, Zhiguang; Barbastathis, George; Zhang, Qihang; Glinsky, Michael E.; Alpert, Bradley K.; Levine, Zachary H.

Three-dimensional nanoscale reduced-angle ptycho-tomographic imaging with deep learning (RAPID)

ELIGHT

IF32.1

2023-04-03

OAAI

Wu, Ziling; Kang, Iksung; Yao, Yudong; Jiang, Yi; Deng, Junjing; Klug, Jeffrey; Vogt, Stefan; Barbastathis, George

Extracting particle size distribution from laser speckle with a physics-enhanced autocorrelation-based estimator (PEACE)

NATURE COMMUNICATIONS

IF15.7

2023-03-01

OAAI

Zhang, Qihang; Gamekkanda, Janaka C.; Pandit, Ajinkya; Tang, Wenlong; Papageorgiou, Charles; Mitchell, Chris; Yang, Yihui; Schwaerzler, Michael; Oyetunde, Tolutola; Braatz, Richard D.; Myerson, Allan S.; Barbastathis, George

AI-based clinical assessment of optic nerve head robustness superseding biomechanical testing

BRITISH JOURNAL OF OPHTHALMOLOGY

IF3.5

2023-01-10

OAAI

Braeu, Fabian A.; Chuangsuwanich, Thanadet; Tun, Tin A.; Perera, Shamira; Husain, Rahat; Thiery, Alexandre H.; Aung, Tin; Barbastathis, George; Girard, Michael J. A.

Simultaneous spectra recovery and CMOS micro-LED holography with an untrained deep neural network

OPTICA

IF8.5

2022-10-11

OAAI

Kang, Iksung; De Cea, Marc; Xue, Jin; LI, Zheng; Barbastathis, George; Ram, Rajeev J.

Physics-assisted generative adversarial network for X-ray tomography

OPTICS EXPRESS

IF3.3

2022-06-10

OAAI

Guo, Zhen; Song, Jung Ki; Barbastathis, George; Glinsky, Michael E.; Vaughan, Courtenay T.; Larson, Kurt W.; Alpert, Bradley K.; Levine, Zachary H.

研究方向