Mingxuan Li

Mingxuan Li

MLE | AI4Science | Drug Discovery

Posts by Collection

portfolio

publications

Ink-coated silver films on PET for flexible, high performance electromagnetic interference shielding and Joule heating

Published in ACS Applied Electronic Materials, 2022

Using ink-coated silver films on PET substrates for flexible EMI shielding and Joule heating.

Recommended citation: Li, Mingxuan; Sinha, Sneh; Hannani, Sima; Walker, S Brett; LeMieux, Melbs; Leu, Paul W. (2022). "Ink-coated silver films on PET for flexible, high performance electromagnetic interference shielding and Joule heating." ACS Applied Electronic Materials. 5(1): 173-180. https://www.lamp.pitt.edu/Publications/058.pdf

Achieving highly conductive, stretchable, and washable fabric from reactive silver ink and increased interfacial adhesion

Published in ACS Applied Polymer Materials, 2022

Method for creating highly conductive, stretchable, and washable fabric using reactive silver ink.

Recommended citation: Galante, Anthony J; Pilsbury, Brady C; Li, Mingxuan; LeMieux, Melbs; Liu, Qihan; Leu, Paul W. (2022). "Achieving highly conductive, stretchable, and washable fabric from reactive silver ink and increased interfacial adhesion." ACS Applied Polymer Materials. 4(7): 5253-5260. https://www.lamp.pitt.edu/Publications/054.pdf

Bayesian optimization of nanophotonic electromagnetic shielding with very high visible transparency

Published in Optics Express, 2022

Optimizing nanophotonic electromagnetic shielding for high visible transparency using Bayesian optimization.

Recommended citation: Li, Mingxuan; McCourt, Michael J; Galante, Anthony J; Leu, Paul W. (2022). "Bayesian optimization of nanophotonic electromagnetic shielding with very high visible transparency." Optics Express. 30(18): 33182-33194. https://www.lamp.pitt.edu/Publications/056.pdf

Silver meshes for record-performance transparent electromagnetic interference shielding

Published in ACS Applied Materials & Interfaces, 2023

Silver meshes achieving record performance in transparent EMI shielding.

Recommended citation: Li, Mingxuan; Zarei, Mehdi; Mohammadi, Khashayar; Walker, S Brett; LeMieux, Melbs; Leu, Paul W. (2023). "Silver meshes for record-performance transparent electromagnetic interference shielding." ACS Applied Materials & Interfaces. 15(25): 30591-30599. https://www.lamp.pitt.edu/Publications/060.pdf

Stretchable and wash durable reactive silver ink coatings for electromagnetic interference shielding, Joule heating, and strain sensing textiles

Published in Progress in Organic Coatings, 2023

Stretchable, wash durable silver ink coatings for EMI shielding, Joule heating, and strain sensing.

Recommended citation: Li, Mingxuan; Zarei, Mehdi; Galante, Anthony J; Pilsbury, Brady; Walker, S Brett; LeMieux, Melbs; Leu, Paul W. (2023). "Stretchable and wash durable reactive silver ink coatings for electromagnetic interference shielding, Joule heating, and strain sensing textiles." Progress in Organic Coatings. 179: 107506. https://www.lamp.pitt.edu/Publications/059.pdf

Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations

Published in Advances in Neural Information Processing Systems, 2024

Introducing datasets and benchmarks for simulating nanophotonic structures and designs.

Recommended citation: Kim, Jungtaek; Li, Mingxuan; Hinder, Oliver; Leu, Paul. (2024). "Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations." Advances in Neural Information Processing Systems. 36. https://www.lamp.pitt.edu/Publications/063.pdf

Multi-BOWS: multi-fidelity multi-objective Bayesian optimization with warm starts for nanophotonic structure design

Published in Digital Discovery, 2024

Multi-fidelity and multi-objective Bayesian optimization for nanophotonic design.

Recommended citation: Kim, Jungtaek; Li, Mingxuan; Li, Yirong; Gómez, Andrés; Hinder, Oliver; Leu, Paul W. (2024). "Multi-BOWS: multi-fidelity multi-objective Bayesian optimization with warm starts for nanophotonic structure design." Digital Discovery. 3(2): 381-391. https://www.lamp.pitt.edu/Publications/064.pdf

Flexible Embedded Metal Meshes by Sputter-Free Crack Lithography for Transparent Electrodes and Electromagnetic Interference Shielding

Published in ACS Applied Materials & Interfaces, 2024

Flexible metal meshes created by sputter-free crack lithography for transparent electrodes and EMI shielding.

Recommended citation: Zarei, Mehdi; Li, Mingxuan; Medvedeva, Elizabeth E; Sharma, Sooraj; Kim, Jungtaek; Shao, Zefan; Walker, S Brett; LeMieux, Melbs; Liu, Qihan; Leu, Paul W. (2024). "Flexible Embedded Metal Meshes by Sputter-Free Crack Lithography for Transparent Electrodes and Electromagnetic Interference Shielding." ACS Applied Materials & Interfaces. https://www.lamp.pitt.edu/Publications/065.pdf

talks

Design Imidazole Series Heterocycles for Drug Precursors

Published:

  • Investigated and compared synthesis routes from SciFinder to identify the optimal method for the preparation of imidazole series heterocycles, optimizing reaction conditions for improved yield and efficiency.
  • Utilized chromatographic separation and freeze-drying techniques to purify the target compounds, conducted thorough characterization using NMR spectroscopy and gas chromatography to verify chemical structure and purity, meeting the stringent requirements of our pharmaceutical company customers.

Secrets of the Andorian Tombs

Published:

The Andorian race has all but been annihilated. While searching for survivors, an array of ancient tombs has been discovered.Each tomb is a nearly hemispherical shell structure rumored to conceal vital Andorian secrets. Temperature activated locks safeguard artifacts stored within the walls of the tombs. Your team has been recruited to engineer a device to release the locking mechanism, with the hope of finding information needed to locate and save the remaining members of the Andorian race from certain doom. Your colleagues are developing controllers to maintain an axisymmetric temperature on the inner surface of a tomb. They are depending on you to determine an applied temperature profile that will open the lock. Beware, the entire structure will implode, killing anyone inside, if the walls are heated and the internal temperatures are not correct.

Machine Learning for EMI Shielding Design

Published:

Electromagnetic interference (EMI) shielding is a critical process designed to minimize the coupling of electronic devices to extraneous radiation, which can disrupt their operation. With the advancement of technology and the proliferation of electronic devices in our daily lives, the need for effective EMI shielding has never been more pronounced. This necessity extends beyond the protection of device functionality; it is also paramount for safeguarding human health from the potential hazards posed by exposure to electromagnetic waves. As regulations evolve and new laws are introduced to address these concerns, the demand for innovative EMI shielding solutions continues to grow.

LayerLumos - Open Source Package for Optical Stack Layer Simulation

Published:

LayerLumos is an open-source software designed for scientists, engineers, and researchers in optics and photonics. It provides a powerful yet intuitive interface for calculating the reflection and transmission (RT) of light through multi-layer optical structures. By inputting the refractive index, thickness of each layer, and the frequency vector, users can analyze how light interacts with layered materials, including the option to adjust for incidence angles.

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.