Probabilistically Robust Uncertainty Analysis and Optimal Control of Continuous Lyophilization via Polynomial Chaos Theory

Authors: Srisuma, Prakitr, Barbastathis, George, Braatz, Richard D.

Subject Terms: Computer Science - Computational Engineering, Finance, and Science, Electrical Engineering and Systems Science - Systems and Control, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2502.13420

Simulation-Based Approach for Optimal Control of a Stefan Problem

Authors: Srisuma, Prakitr, Barbastathis, George, Braatz, Richard D.

Source: 2024 American Control Conference (ACC) American Control Conference (ACC), 2024. :3031-3036 Jul, 2024

Relation: 2024 American Control Conference (ACC)

Simulation-based Approach for Fast Optimal Control of a Stefan Problem with Application to Cell Therapy

Authors: Srisuma, Prakitr, Barbastathis, George, Braatz, Richard D.

Subject Terms: Electrical Engineering and Systems Science - Systems and Control, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2412.18272

Integrated lithium niobate photonic computing circuit based on efficient and high-speed electro-optic conversion

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

Subject Terms: Physics - Optics, Physics - Applied Physics

Access URL: http://arxiv.org/abs/2411.02734

Mechanistic Modeling of Continuous Lyophilization for Pharmaceutical Manufacturing

Authors: Srisuma, Prakitr, Barbastathis, George, Braatz, Richard D.

Subject Terms: Computer Science - Computational Engineering, Finance, and Science, Physics - Biological Physics, Physics - Chemical Physics

Access URL: http://arxiv.org/abs/2409.06251

Real-time Estimation of Bound Water Concentration during Lyophilization with Temperature-based State Observers

Authors: Srisuma, Prakitr, Barbastathis, George, Braatz, Richard

Subject Terms: Electrical Engineering and Systems Science - Systems and Control, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2407.13844

Sensitivity fields and parameter estimation from dielectric objects

Authors: Barbastathis, George

Subject Terms: Physics - Classical Physics, Physics - Optics

Access URL: http://arxiv.org/abs/2407.02529

Introducing the Biomechanics-Function Relationship in Glaucoma: Improved Visual Field Loss Predictions from intraocular pressure-induced Neural Tissue Strains

Authors: Chuangsuwanich, Thanadet, Nongpiur, Monisha E., Braeu, Fabian A., Tun, Tin A., Thiery, Alexandre, Perera, Shamira, Ho, Ching Lin, Buist, Martin, Barbastathis, George, Aung, Tin, Girard, Michaël J. A.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2406.14988

Mechanistic Modeling and Analysis of Thermal Radiation in Conventional, Microwave-assisted, and Hybrid Freeze Drying for Biopharmaceutical Manufacturing

Authors: Srisuma, Prakitr, Barbastathis, George, Braatz, Richard D.

Subject Terms: Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2308.02104

On the use of deep learning for phase recovery

Authors: Wang, Kaiqiang, Song, Li, Wang, Chutian, Ren, Zhenbo, Zhao, Guangyuan, Dou, Jiazhen, Di, Jianglei, Barbastathis, George, Zhou, Renjie, Zhao, Jianlin, Lam, Edmund Y.

Source: Light: Science & Applications 13, 4 (2024)

Subject Terms: Physics - Optics, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2308.00942

Automated Translation and Accelerated Solving of Differential Equations on Multiple GPU Platforms

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

Source: Computer Methods in Applied Mechanics and Engineering, Volume 419, 2024

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Mathematical Software, Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2304.06835

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

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

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Machine Learning, Physics - Optics

Access URL: http://arxiv.org/abs/2304.04597

The 3D Structural Phenotype of the Glaucomatous Optic Nerve Head and its Relationship with The Severity of Visual Field Damage

Authors: Braeu, Fabian A., Chuangsuwanich, Thanadet, Tun, Tin A., Perera, Shamira A., Husain, Rahat, Kadziauskiene, Aiste, Schmetterer, Leopold, Thiéry, Alexandre H., Barbastathis, George, Aung, Tin, Girard, Michaël J. A.

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2301.02837

Noise-resilient approach for deep tomographic imaging

Authors: Guo, Zhen, Liu, Zhiguang, Zhang, Qihang, Barbastathis, George, Glinsky, Michael E.

Source: 2023 Conference on Lasers and Electro-Optics (CLEO) Lasers and Electro-Optics (CLEO), 2023 Conference on. :1-2 May, 2023

Relation: 2023 Conference on Lasers and Electro-Optics (CLEO)

Attentional Ptycho-Tomography (APT) for three-dimensional nanoscale X-ray imaging with minimal data acquisition and computation time

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

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Machine Learning, Physics - Optics

Access URL: http://arxiv.org/abs/2212.00014

Noise-resilient approach for deep tomographic imaging

Authors: Guo, Zhen, Liu, Zhiguang, Zhang, Qihang, Barbastathis, George, Glinsky, Michael E.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2211.15456

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

Authors: Chuangsuwanich, Thanadet ^{1, 2, 4, 9}, Nongpiur, Monisha E. ^{3, 4}, Braeu, Fabian A. ^{2, 3, 4, 5}, Tun, Tin A. ^{3, 4}, Thiery, Alexandre ⁵, Perera, Shamira ³, Ho, Ching Lin ³, Buist, Martin ⁶, Barbastathis, George ^{7, 8}, Aung, Tin ^{1, 3, 4}, Girard, Michaël J.A. ^{2, 3, 4, 9, 10, 11, ⁎}

Source: In American Journal of Ophthalmology March 2025 271:250-258

AI-based Clinical Assessment of Optic Nerve Head Robustness Superseding Biomechanical Testing

Authors: Braeu, Fabian A., Chuangsuwanich, Thanadet, Tun, Tin A., Thiery, Alexandre H., Aung, Tin, Barbastathis, George, Girard, Michaël J. A.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2206.04689

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

Authors: 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

Source: Nature Communications 14, Article number: 1159 (2023)

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Physics - Optics

Access URL: http://arxiv.org/abs/2204.09516

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

Authors: Braeu, Fabian A., Thiéry, Alexandre H., Tun, Tin A., Kadziauskiene, Aiste, Barbastathis, George, Aung, Tin, Girard, Michaël J. A.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2204.06931