Works (50)

Updated: September 8th, 2024 04:55

2024 article

Beyond Molecular Structure: Critically Assessing Machine Learning for Designing Organic Photovoltaic Materials and Devices

Seifrid, M., Lo, S., Choi, D., Tom, G., Le, M. L., Li, K., … Aspuru-Guzik, A. (2024, March 25).

By: M. Seifrid n, S. Lo*, D. Choi*, G. Tom*, M. Le*, K. Li*, R. Sankar*, H. Vuong* ...

Source: ORCID
Added: April 1, 2024

2024 article

Beyond Molecular Structure: Critically Assessing Machine Learning for Designing Organic Photovoltaic Materials and Devices

Seifrid, M., Lo, S., Choi, D. G., Tom, G., Le, M. L., Li, K., … Aspuru-Guzik, A. (2024, April 1).

By: M. Seifrid n, S. Lo*, D. Choi*, G. Tom*, M. Le*, K. Li*, R. Sankar*, H. Vuong* ...

Source: ORCID
Added: April 1, 2024

2024 article

Beyond molecular structure: critically assessing machine learning for designing organic photovoltaic materials and devices

Seifrid, M., Lo, S., Choi, D. G., Tom, G., Le, M. L., Li, K., … Aspuru-Guzik, A. (2024, May 20). JOURNAL OF MATERIALS CHEMISTRY A, Vol. 5.

By: M. Seifrid n, S. Lo*, D. Choi*, G. Tom*, M. Le*, K. Li*, R. Sankar*, H. Vuong* ...

Sources: ORCID, Web Of Science, NC State University Libraries
Added: June 1, 2024

2024 article

Chemspyd: An Open-Source Python Interface for Chemspeed Robotic Chemistry and Materials Platforms

Seifrid, M., Strieth-Kalthoff, F., Haddadnia, M., Wu, T., Alca, E., Bodo, L., … Aspuru-Guzik, A. (2024, February 13).

Source: ORCID
Added: February 13, 2024

2024 article

Chemspyd: An Open-Source Python Interface for Chemspeed Robotic Chemistry and Materials Platforms

Seifrid, M., Strieth-Kalthoff, F., Haddadnia, M., Wu, T., Alca, E., Bodo, L., … Aspuru-Guzik, A. (2024, February 20).

Source: ORCID
Added: February 22, 2024

2024 journal article

Chemspyd: an open-source python interface for Chemspeed robotic chemistry and materials platforms

Digital Discovery.

Source: ORCID
Added: June 1, 2024

2024 article

Importance of Short-Range Order in Governing Thin Film Morphology and Electronic Properties of Polymeric Organic Semiconductors

Seifrid, M., Karki, A., Wakidi, H., Vezin, H., Welton, C., Bazan, G. C., … Reddy, G. N. M. (2024, January 23). CHEMISTRY OF MATERIALS, Vol. 1.

UN Sustainable Development Goal Categories
Sources: ORCID, Web Of Science, NC State University Libraries
Added: January 24, 2024

2024 article

Self-Driving Laboratories for Chemistry and Materials Science

Tom, G., Schmid, S. P., Baird, S. G., Cao, Y., Darvish, K., Hao, H., … Aspuru-Guzik, A. (2024, August 13). CHEMICAL REVIEWS, Vol. 8.

By: G. Tom*, S. Schmid*, S. Baird, Y. Cao*, K. Darvish*, H. Hao*, S. Lo*, S. Pablo-Garcia* ...

Sources: Web Of Science, NC State University Libraries
Added: August 26, 2024

2023 journal article

Augmenting Polymer Datasets by Iterative Rearrangement

Journal of Chemical Information and Modeling.

Contributors: S. Lo*, M. Seifrid*, T. Gaudin* & A. Aspuru-Guzik*

MeSH headings : Polymers; Machine Learning; Natural Language Processing
TL;DR: In datasets where the target property is primarily influenced by the polymer sequence rather than experimental parameters, this data augmentation technique provides molecular embedding with more information to improve property prediction accuracy. (via Semantic Scholar)
Source: ORCID
Added: August 14, 2023

2023 journal article

Sources: Web Of Science, NC State University Libraries, ORCID
Added: September 5, 2023

2022 journal article

A Materials Acceleration Platform for Organic Laser Discovery

Advanced Materials.

Contributors: T. Wu*, A. Aguilar-Granda*, K. Hotta*, S. Yazdani*, R. Pollice*, J. Vestfrid*, H. Hao*, C. Lavigne* ...

Source: ORCID
Added: April 1, 2024

2022 journal article

A Materials Acceleration Platform for Organic Laser Discovery

ChemRxiv.

Contributors: T. Wu*, A. Aguilar Granda*, K. Hotta*, S. Alasvand Yazdani*, R. Pollice*, J. Vestfrid*, H. Hao*, C. Lavigne* ...

Source: ORCID
Added: April 1, 2024

2022 journal article

Augmenting Polymer Datasets by Iterative Rearrangement

ChemRxiv.

Contributors: S. Lo*, M. Seifrid*, T. Gaudin* & A. Aspuru-Guzik*

Source: ORCID
Added: April 1, 2024

2022 journal article

Autonomous Chemical Experiments: Challenges and Perspectives on Establishing a Self-Driving Lab

Accounts of Chemical Research, 8.

Contributors: M. Seifrid*, R. Pollice*, A. Aguilar-Granda*, Z. Chan*, K. Hotta*, C. Ser*, J. Vestfrid*, T. Wu*, A. Aspuru-Guzik*

TL;DR: The efforts to build a self-driving lab for the development of a new class of materials: organic semiconductor lasers (OSLs) are described, and a flexible system for automated synthesis via iterative Suzuki–Miyaura cross-coupling reactions is developed. (via Semantic Scholar)
Source: ORCID
Added: August 14, 2023

2022 journal article

Autonomous Chemical Experiments: Challenges and Perspectives on Establishing a Self-Driving Lab

Accounts of Chemical Research.

Contributors: M. Seifrid, R. Pollice, A. Aguilar-Granda, Z. Chan, K. Hotta, C. Ser, J. Vestfrid, T. Wu, A. Aspuru-Guzik

Source: ORCID
Added: April 1, 2024

2022 article

Low Voltage-Loss Organic Solar Cells Light the Way for Efficient Semitransparent Photovoltaics

Luginbuhl, B. R., Ko, S.-J., Ran, N. A., Hu, H., Becwar, S. M., Karki, A., … Nguyen, T.-Q. (2022, March 16). SOLAR RRL, Vol. 3.

By: B. Luginbuhl*, S. Ko*, N. Ran*, H. Hu n, S. Becwar*, A. Karki*, M. Seifrid*, T. Okubo* ...

Contributors: B. Luginbuhl*, S. Ko*, N. Ran*, H. Hu n, S. Becwar*, A. Karki*, M. Seifrid*, T. Okubo* ...

author keywords: non-fullerene acceptors; non-fullerene organic solar cells; organic solar cells; recombination; semitransparent solar cells; solid-state NMR; voltage losses
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: March 17, 2022

2022 journal article

Reaching critical MASS: Crowdsourcing designs for the next generation of materials acceleration platforms

Matter, 5(7), 1972–1976.

By: M. Seifrid*, J. Hattrick-Simpers*, A. Aspuru-Guzik*, T. Kalil & S. Cranford*

Contributors: M. Seifrid*, J. Hattrick-Simpers*, A. Aspuru-Guzik*, T. Kalil & S. Cranford*

UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Source: ORCID
Added: September 6, 2023

2022 journal article

Routescore: Punching the Ticket to More Efficient Materials Development

ACS Central Science, 1.

Source: ORCID
Added: August 14, 2023

2022 journal article

Sizes of pure and doped helium droplets from single shot x-ray imaging

The Journal of Chemical Physics.

Contributors: R. Tanyag*, C. Bacellar*, W. Pang*, C. Bernando*, L. Gomez*, C. Jones*, K. Ferguson*, J. Kwok* ...

Source: ORCID
Added: April 1, 2024

2021 journal article

Microcrystal Electron Diffraction for Molecular Design of Functional Non-Fullerene Acceptor Structures

Chemistry of Materials, 33(3), 966–977.

Source: ORCID
Added: August 14, 2023

2021 journal article

Microcrystal Electron Diffraction for Molecular Design of Functional Non-Fullerene Acceptor Structures

Acta Crystallographica Section A: Foundations and Advances.

Contributors: M. Seifrid, S. Halaby, M. Martynowycz, Z. Zhu, S. Tretiak, A. Zhugayevych, T. Gonen*

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: April 1, 2024

2021 article

Routescore: Punching the Ticket to More Efficient Materials Development

Seifrid, M., Hickman, R. J., Aguilar-Granda, A., Lavigne, C., Vestfrid, J., Wu, T. C., … Aspuru-Guzik, A. (2021, July 16). ChemRxiv, Vol. 7.

Source: ORCID
Added: August 14, 2023

2021 article

Routescore: Punching the Ticket to More Efficient Materials Development

Seifrid, M., Hickman, R. J., Aguilar-Granda, A., Lavigne, C., Vestfrid, J., Wu, T. C., … Aspuru-Guzik, A. (2021, July 16). (Vol. 7). Vol. 7.

TL;DR: The RouteScore is used to determine the most efficient synthetic route to a well-known pharmaceutical and to simulate a self-driving laboratory that finds the most easily synthesizable organic laser molecule with specific photophysical properties from a space of ∼3500 possible molecules. (via Semantic Scholar)
Source: ORCID
Added: August 14, 2023

2021 journal article

You Wouldn’t Download a Molecule! Now, ChemSCAD Makes It Possible

ACS Central Science, 7(2), 228–230.

By: M. Seifrid* & A. Aspuru-Guzik*

Contributors: M. Seifrid* & A. Aspuru-Guzik*

TL;DR: Software that enables chemists to 3D print bespoke “reactionware” as part of their effort to make digitizing chemistry more accessible is reported, and the labor required for multistep syntheses can be substantially reduced. (via Semantic Scholar)
Source: ORCID
Added: August 14, 2023

2020 journal article

Design of narrow bandgap non-fullerene acceptors for photovoltaic applications and investigation of non-geminate recombination dynamics

Journal of Materials Chemistry C.

Source: ORCID
Added: August 14, 2023

2020 journal article

Insight into the structures and dynamics of organic semiconductors through solid-state NMR spectroscopy

Nature Reviews Materials.

By: M. Seifrid*, G. Reddy*, B. Chmelka* & G. Bazan*

Source: ORCID
Added: August 14, 2023

2020 journal article

Performance enhancement of conjugated polymer-small molecule-non fullerene ternary organic solar cells by tuning recombination kinetics and molecular ordering

Solar Energy, 201, 499–507.

Contributors: R. Sharma*, H. Lee*, M. Seifrid*, V. Gupta*, G. Bazan* & S. Yoo*

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: August 14, 2023

2020 journal article

Robust Unipolar Electron Conduction Using an Ambipolar Polymer Semiconductor with Solution-Processable Blends

Chemistry of Materials.

Martin Seifrid

Source: ORCID
Added: August 14, 2023

2019 journal article

Ambient Processable and Stable All-Polymer Organic Solar Cells

Advanced Functional Materials, 29(8).

Contributors: Y. Xu*, J. Yuan*, S. Zhou*, M. Seifrid*, L. Ying*, B. Li*, F. Huang*, G. Bazan*, W. Ma*

Source: ORCID
Added: August 14, 2023

2019 journal article

Atomic-Level Insight into the Postsynthesis Band Gap Engineering of a Lewis Base Polymer Using Lewis Acid Tris(pentafluorophenyl)borane

Chemistry of Materials, 31(17), 6715–6725.

By: B. Yurash, D. Leifert, G. Reddy*, D. Cao, S. Biberger, V. Brus, M. Seifrid*, P. Santiago ...

Contributors: B. Yurash, D. Leifert, G. Reddy*, D. Cao, S. Biberger, V. Brus, M. Seifrid*, P. Santiago ...

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: August 14, 2023

2019 journal article

Direct Observation of the Relationship betweenMolecular Topology and Bulk Morphology for a π-Conjugated Material

Journal of the American Chemical Society, 141(13), 5078–5082.

By: M. Seifrid*, G. Reddy*, C. Zhou, B. Chmelka & G. Bazan

Contributors: M. Seifrid*, G. Reddy*, C. Zhou, B. Chmelka & G. Bazan

TL;DR: Lamellar and melt states are shown to exhibit different molecular topologies associated with planar and twisted conformations of TT, respectively, which offers a novel avenue for molecular design and control of solid-state organization. (via Semantic Scholar)
Source: ORCID
Added: August 14, 2023

2019 journal article

High-k Fluoropolymer Gate Dielectric in Electrically Stable Organic Field-Effect Transistors

ACS Applied Materials and Interfaces, 11(17), 15821–15828.

TL;DR: A detailed study of a high-k fluoropolymer gate dielectric material, poly(vinylidene fluoride- co-hexafluoropropylene) [P(VDF-HFP), is presented as a guide to achieve low operational voltage and electrically stable device performance. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: August 14, 2023

2019 journal article

Side-Chain Engineering of Nonfullerene Acceptors for Near-Infrared Organic Photodetectors and Photovoltaics

ACS Energy Letters, 4(6), 1401–1409.

Contributors: J. Lee*, S. Ko*, H. Lee*, J. Huang*, Z. Zhu*, M. Seifrid*, J. Vollbrecht*, V. Brus ...

Source: ORCID
Added: August 14, 2023

2019 journal article

Side-Chain Engineering of Nonfullerene Acceptors for Near-Infrared Organic Photodetectors and Photovoltaics (vol 4, pg 1401, 2019)

ACS Energy Letters.

Contributors: J. Lee, S. Ko, H. Lee, J. Huang, Z. Zhu, M. Seifrid*, J. Vollbrecht, V. Brus ...

Source: ORCID
Added: April 1, 2024

2019 journal article

Towards understanding the doping mechanism of organic semiconductors by Lewis acids

Nature Materials, 18(12), 1327–1334.

TL;DR: An investigation on Lewis acids reveals a mechanism for p-type doping of semiconducting polymers based on the formation of water–Lewis acid complexes, protonation of the polymer and electron transfer between neutral and charged chain segments. (via Semantic Scholar)
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation (OpenAlex)
Source: ORCID
Added: August 14, 2023

2019 journal article

Unifying Energetic Disorder from Charge Transport and Band Bending in Organic Semiconductors

Advanced Functional Materials, 29(20).

Source: ORCID
Added: August 14, 2023

2018 journal article

Bandgap Narrowing in Non-Fullerene Acceptors: Single Atom Substitution Leads to High Optoelectronic Response Beyond 1000 nm

Advanced Energy Materials, 8(24).

By: J. Lee*, S. Ko*, M. Seifrid*, H. Lee*, B. Luginbuhl*, A. Karki*, M. Ford*, K. Rosenthal* ...

Contributors: J. Lee*, S. Ko*, M. Seifrid*, H. Lee*, B. Luginbuhl*, A. Karki*, M. Ford*, K. Rosenthal* ...

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: August 14, 2023

2018 journal article

Design of Nonfullerene Acceptors with Near-Infrared Light Absorption Capabilities

Advanced Energy Materials, 8(26).

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: August 14, 2023

2018 journal article

Determining the Dielectric Constants of Organic Photovoltaic Materials Using Impedance Spectroscopy

Advanced Functional Materials, 28(32).

By: M. Hughes*, K. Rosenthal*, N. Ran*, M. Seifrid*, G. Bazan* & T. Nguyen*

Contributors: M. Hughes*, K. Rosenthal*, N. Ran*, M. Seifrid*, G. Bazan* & T. Nguyen*

Source: ORCID
Added: August 14, 2023

2018 journal article

Kinetic Versus Thermodynamic Orientational Preferences for a Series of Isomorphic Molecular Semiconductors

ACS Omega, 3(8), 10198–10204.

Contributors: M. Seifrid*, S. Oosterhout*, M. Toney* & G. Bazan*

TL;DR: This work presents a set of four nearly isostructural molecular organic semiconducting materials whose orientation changes drastically with a two-atom change in the conjugated framework, and investigates the X-ray diffraction patterns of these materials in the thin film. (via Semantic Scholar)
Source: ORCID
Added: August 14, 2023

2017 journal article

Antibacterial Narrow-Band-Gap Conjugated Oligoelectrolytes with High Photothermal Conversion Efficiency

Angewandte Chemie - International Edition, 56(50), 16063–16066.

Contributors: B. Wang*, G. Feng*, M. Seifrid*, M. Wang*, B. Liu* & G. Bazan*

TL;DR: Two conjugated oligoelectrolytes (COEs), WMG1 and WMG2, were designed with the goal of achieving near infrared absorption and high photothermal conversion efficiency, and electron-rich thiophene and benzo[1,2-c:4,5-c']bis[ 1,2,5]thiadiazole subunits were introduced into the conjugation to modulate the optical gap and to reduce the fluorescence emission efficiency. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: August 14, 2023

2017 journal article

Electrical Performance of a Molecular Organic Semiconductor under Thermal Stress

Advanced Materials, 29(12).

By: M. Seifrid*, M. Ford*, M. Li*, K. Koh*, P. Trefonas* & G. Bazan*

Contributors: M. Seifrid*, M. Ford*, M. Li*, K. Koh*, P. Trefonas* & G. Bazan*

TL;DR: The high temperature performance oforganic field-effect transistors based on a molecular organic semiconductor with intermediate dimensions, namely X2, is evaluated and hole mobility is stable, even at 200-250 °C. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: August 14, 2023

2017 journal article

Impact of rotamer diversity on the self-assembly of nearly isostructural molecular semiconductors

Journal of Materials Chemistry A, 6(2), 383–394.

By: C. McDowell*, K. Narayanaswamy*, B. Yadagiri*, T. Gayathri*, M. Seifrid*, R. Datt*, S. Ryno*, M. Heifner* ...

Contributors: C. McDowell*, K. Narayanaswamy*, B. Yadagiri*, T. Gayathri*, M. Seifrid*, R. Datt*, S. Ryno*, M. Heifner* ...

Source: ORCID
Added: August 14, 2023

2017 journal article

Linear Conjugated Polymer Backbones Improve Alignment in Nanogroove-Assisted Organic Field-Effect Transistors

Journal of the American Chemical Society, 139(48), 17624–17631.

Contributors: M. Wang*, M. Ford*, C. Zhou*, M. Seifrid*, T. Nguyen* & G. Bazan*

TL;DR: Insight is given into how nonbonding interactions can influence charge carrier mobility through changes in secondary structure and it is suggested that polymers with more linear shapes might be preferred for achieving greater levels of alignment within the confines of a NG environment. (via Semantic Scholar)
Source: ORCID
Added: August 14, 2023

2017 journal article

Topological Transformation of π-Conjugated Molecules Reduces Resistance to Crystallization

Angewandte Chemie.

Martin Seifrid

Source: ORCID
Added: August 14, 2023

2017 journal article

Topological Transformation of π-Conjugated Molecules Reduces Resistance to Crystallization

Angewandte Chemie - International Edition, 56(32), 9318–9321.

TL;DR: Two electronically delocalized molecules were designed as models to understand how molecular shape impacts the tradeoff between solubility and crystallization tendencies in molecular semiconductors and show that the initially amorphous TT film can eventually form crystals in which the molecular shape is significantly more planar. (via Semantic Scholar)
Source: ORCID
Added: August 14, 2023

2015 journal article

Synthesis and characterization of phosphorescent complexes containing corannulene

Abstracts of Papers of the American Chemical Society. https://publons.com/wos-op/publon/58870387/

Contributors: J. Facendola, M. Seifrid, P. Djurovich, J. Siegel & M. Thompson

Source: ORCID
Added: April 1, 2024

2015 journal article

Synthesis and characterization of phosphorescent platinum and iridium complexes with cyclometalated corannulene

Dalton Transactions, 44(18), 8456–8466.

By: J. Facendola*, M. Seifrid*, J. Siegel*, P. Djurovich* & M. Thompson*

Contributors: J. Facendola*, M. Seifrid*, J. Siegel*, P. Djurovich* & M. Thompson*

Source: ORCID
Added: August 14, 2023

2014 journal article

Shapes and vorticities of superfluid helium nanodroplets

Science, 345(6199), 906–909.

By: L. Gomez*, K. Ferguson*, J. Cryan*, C. Bacellar*, R. Tanyag*, C. Jones*, S. Schorb*, D. Anielski* ...

Contributors: L. Gomez*, K. Ferguson*, J. Cryan*, C. Bacellar*, R. Tanyag*, C. Jones*, S. Schorb*, D. Anielski* ...

TL;DR: Using x-ray diffraction to deduce the shape of individual rotating droplets and image the resulting vortex patterns, Gomez et al. found that superfluid droplets can host a surprising number of vortices and can rotate faster than normal droplets without disintegrating. (via Semantic Scholar)
Source: ORCID
Added: August 14, 2023

Employment

Updated: January 22nd, 2024 15:03

2023 - present

North Carolina State University Raleigh, North Carolina, US
Assistant Professor Materials Science and Engineering

2019 - 2023

University of Toronto Toronto, ON, CA
Postdoctoral fellow Chemistry

Education

Updated: August 23rd, 2024 15:46

2014 - 2019

University of California Santa Barbara Santa Barbara, CA, US
PhD Chemistry & Biochemistry

2010 - 2014

University of Southern California Los Angeles, US
B.S. Chemistry

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