Dr. Mathew D. Halls Profile

Dr. Mathew D. Halls

Senior Vice President at Schrodinger Inc

SPIE Involvement:

Author

Publications (12)

Proceedings Article | 1 October 2023 Poster + Paper

Hole transport materials for QLEDs: a combined approach of machine learning and atomistic simulation

Hadi Abroshan, H. Shaun Kwak, Anand Chandrasekaran, Alex Chew, Alexandr Fonari, Mathew Halls

Proceedings Volume 12659, 1265906 (2023) https://doi.org/10.1117/12.2675778

KEYWORDS: Machine learning, Active learning, Optoelectronics, Materials properties, Design and modelling, Quantum simulation, Quantum dot light emitters

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Proceedings Article | 26 September 2022 Poster

The nature of excitons and luminescence efficiencies of OLED materials in solid-state morphologies

Hadi Abroshan, Paul Winget, Shaun Kwak, Christopher Brown, Mathew Halls

Proceedings Volume PC12208, PC1220818 (2022) https://doi.org/10.1117/12.2633188

KEYWORDS: Organic light emitting diodes, Solid state electronics, Luminescence, Excitons, Spintronics, Smart materials, Quantum information, Optoelectronics, Information technology, Computer aided design

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Proceedings Article | 17 August 2021 Presentation + Paper

Enhancing OLED outcoupling efficiency via atomistic-scale simulations

Paul Winget, Hadi Abroshan, H. Shaun Kwak, Christopher Brown, Mathew Halls

Proceedings Volume 11808, 118080T (2021) https://doi.org/10.1117/12.2598154

KEYWORDS: Polarizability, Molecules, Organic light emitting diodes, Refractive index, Refraction, Chemical species, Molecular interactions, Microchannel plates, Polarization, OLED lighting

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Proceedings Article | 1 August 2021 Presentation + Paper

Accelerated design and optimization of novel OLED materials via active learning

Hadi Abroshan, Anand Chandrasekaran, Paul Winget, Yuling An, Shaun Kwak, Christopher Brown, Mathew Halls

Proceedings Volume 11808, 118080S (2021) https://doi.org/10.1117/12.2598140

KEYWORDS: Organic light emitting diodes, Optoelectronics, Molecules, Data modeling, Oxidation, Machine learning, Organic electronics, Optoelectronic devices

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Proceedings Article | 1 August 2021 Poster

Generative machine learning for accelerated discovery of OLED materials

Hadi Abroshan, Shaun Kwak, Yuling An, Christopher Brown, Mathew Halls

Proceedings Volume 11808, 118081O (2021) https://doi.org/10.1117/12.2598141

KEYWORDS: Organic light emitting diodes, Machine learning, Computer aided design, Neural networks, Data modeling, Computer simulations, Clouds

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Proceedings Article | 14 September 2018 Paper

Atomistic simulations of mechanical and thermophysical properties of OLED materials

Jeffrey Sanders, H. Shaun Kwak, Thomas Mustard, Andrea Browning, Mathew Halls

Proceedings Volume 10736, 107362G (2018) https://doi.org/10.1117/12.2504721

KEYWORDS: Organic light emitting diodes, Interfaces, Computer simulations, Thin films

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Proceedings Article | 23 September 2016 Presentation + Paper

In silico evaluation of highly efficient organic light-emitting materials

H. Shaun Kwak, David Giesen, Thomas Hughes, Alexander Goldberg, Yixiang Cao, Jacob Gavartin, Steve Dixon, Mathew Halls

Proceedings Volume 9941, 994119 (2016) https://doi.org/10.1117/12.2237951

KEYWORDS: Computer aided design, Organic light emitting diodes, Phosphorescence, Chemistry, Materials science, Quantum physics, Organic light emitting diodes, Lens design, Quantum computing, Luminescence, Polymethylmethacrylate

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Proceedings Article | 23 September 2016 Presentation + Paper

Accelerated discovery of OLED materials through atomic-scale simulation

Mathew Halls, David Giesen, Thomas Hughes, Alexander Goldberg, Yixiang Cao, H. Shaun Kwak, Thomas Mustard, Jacob Gavartin

Proceedings Volume 9941, 99411C (2016) https://doi.org/10.1117/12.2237940

KEYWORDS: Organic light emitting diodes, Optoelectronic devices, Genetic algorithms, Biomimetics, Chemical analysis, Luminescence, Optoelectronics, Microchannel plates, Solids, Organic optoelectronics

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Proceedings Article | 23 October 2015 Paper

Optical simulations for fractional fluorine terminated coatings on nanoimprint lithography masks

Thomas Seidel, Alexander Goldberg, Mathew Halls

Proceedings Volume 9635, 96350S (2015) https://doi.org/10.1117/12.2197371

KEYWORDS: Titanium dioxide, Photomasks, Optical coatings, Nanoimprint lithography, Silicon, Fluorine, Quartz, Refraction, Molecules, Optical simulations

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Proceedings Article | 8 October 2014 Paper

Virtual screening for OLED materials

Mathew Halls, David Giesen, Thomas Hughes, Alexander Goldberg, Yixiang Cao, H. Shaun Kwak, Jacob Gavartin

Proceedings Volume 9183, 91832G (2014) https://doi.org/10.1117/12.2066565

KEYWORDS: Organic light emitting diodes, Solids, Microchannel plates, Thin films, Optoelectronics, Electron transport, Molecules, Quantum mechanics, Optoelectronic devices, Computer simulations

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Proceedings Article | 28 March 2014 Paper

Fluorine coatings for nanoimprint lithography masks

Thomas Seidel, Alexander Goldberg, Mathew Halls

Proceedings Volume 9049, 90491S (2014) https://doi.org/10.1117/12.2057117

KEYWORDS: Fluorine, Atomic layer deposition, Photomasks, Nanoimprint lithography, Chemistry, Metals, Quartz, Head, Oxides, Silicon

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Proceedings Article | 27 September 2013 Paper

High-throughput quantum chemistry and virtual screening for OLED material components

Mathew Halls, David Giesen, Thomas Hughes, Alexander Goldberg, Yixiang Cao

Proceedings Volume 8829, 882926 (2013) https://doi.org/10.1117/12.2025092

KEYWORDS: Organic light emitting diodes, Chemistry, Chemical analysis, Microchannel plates, System identification, Optical spheres, Computer simulations, Drug discovery, Materials science, Quantum efficiency

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Showing 5 of 12 publications

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