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Proceedings Papers

SDF-Based Inverse Process Design of Solar Cells Using Molecular Dynamics Simulations

Umar Farooq Ghumman, Anton van Beek, Joydeep Munshi, TeYu Chien, Ganesh Balasubramanian, Wei Chen
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A005, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71595
https://doi.org/10.1115/DETC2021-71595
View Paper titled, SDF-Based Inverse Process Design of Solar Cells Using Molecular Dynamics Simulations
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Topics: Design, Molecular dynamics simulation, Optimization, Process design, Solar cells, Spectral energy distribution, Annealing, Energy conversion, Metals, Photovoltaic cells
Journal Articles

Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise

Anton van Beek, Umar Farooq Ghumman, Joydeep Munshi, Siyu Tao, TeYu Chien, Ganesh Balasubramanian, Matthew Plumlee, Daniel Apley, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031709.
Paper No: MD-20-1421
https://doi.org/10.1115/1.4049134
Published Online: December 15, 2020
View Article titled, Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise
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Topics: Design, Noise (Sound), Optimization, Simulation, Interpolation, Uncertainty, Simulation models, Modeling
Proceedings Papers

Scalable Objective-Driven Batch Sampling in Simulation-Based Design for Models With Heteroscedastic Noise

Anton van Beek, Umar Farooq Ghumman, Joydeep Munshi, Siyu Tao, TeYu Chien, Ganesh Balasubramanian, Matthew Plumlee, Daniel Apley, Wei Chen
Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A049, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22629
https://doi.org/10.1115/DETC2020-22629
View Paper titled, Scalable Objective-Driven Batch Sampling in Simulation-Based Design for Models With Heteroscedastic Noise
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Topics: Design, Noise (Sound), Simulation, Optimization, Simulation models, Algorithms, Interpolation, Uncertainty
Proceedings Papers

A Spectral Density Function Approach for Design of Organic Photovoltaic Cells

Umar Farooq Ghumman, Akshay Iyer, Rabindra Dulal, Aaron Wang, Joydeep Munshi, TeYu Chien, Ganesh Balasubramanian, Wei Chen
Proc. ASME. IDETC-CIE2018, Volume 2B: 44th Design Automation Conference, V02BT03A015, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-86154
https://doi.org/10.1115/DETC2018-86154
View Paper titled, A Spectral Density Function Approach for Design of Organic Photovoltaic Cells
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Topics: Design, Photovoltaic cells, Spectral energy distribution, Optimization, Simulation, Computers, Electrons, Energy conversion, Linkages, Manufacturing
Journal Articles

A Spectral Density Function Approach for Active Layer Design of Organic Photovoltaic Cells

Umar Farooq Ghumman, Akshay Iyer, Rabindra Dulal, Joydeep Munshi, Aaron Wang, TeYu Chien, Ganesh Balasubramanian, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2018, 140(11): 111408.
Paper No: MD-18-1265
https://doi.org/10.1115/1.4040912
Published Online: September 7, 2018
View Article titled, A Spectral Density Function Approach for Active Layer Design of Organic Photovoltaic Cells
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Topics: Design, Spectral energy distribution, Optimization, Electrons, Photovoltaic cells