Martin Seifrid

North Carolina State University — United States

Engineering · Physical Sciences

22h-index3.0kcitations79works23.82yr avg
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Research Topics

Organic Electronics and Photovoltaics(25), Machine Learning in Materials Science(21), Conducting polymers and applications(18), Innovative Microfluidic and Catalytic Techniques Innovation(16), Perovskite Materials and Applications(11)

Publications79 total

Robust learning from literature data: Model generalizability and uncertainty for predicting conjugated polymer solution conformation
APL Machine Learning·2026Open Access
On the Need for Autonomous Science Instruments: A Call to Action
2026Open Access
Revised SI
Open MIND·2026Open Access
Robust Learning from Literature Data: Model Generalizability and Uncertainty for Predicting Conjugated Polymer Solution Conformation
AIP Publishing·2026Open Access
Revised SI
AIP Publishing·2026Open Access
Revised SI
AIP Publishing·2026Open Access
Revised SI
Open MIND·2026Open Access
Robust Learning from Literature Data: Model Generalizability and Uncertainty for Predicting Conjugated Polymer Solution Conformation
2025Open Access
Robust Learning from Literature Data: Model Generalizability and Uncertainty for Predicting Conjugated Polymer Solution Conformation
2025Open Access
Science acceleration and accessibility with self-driving labs
Nature Communications·2025· 40 citedOpen Access
Shaping the Future of Self-Driving Autonomous Laboratories Workshop
2024· 2 citedOpen Access
Self-Driving Laboratories for Chemistry and Materials Science
Chemical Reviews·2024· 342 citedOpen Access
Self-Driving Laboratories for Chemistry and Materials Science
2024· 6 citedOpen Access
Delocalized, asynchronous, closed-loop discovery of organic laser emitters
Science·2024· 113 citedOpen Access
Author response for "<i>Chemspyd</i>: an open-source python interface for Chemspeed robotic chemistry and materials platforms"
2024
Delocalized, Asynchronous, Closed-Loop Discovery of Organic Laser Emitters
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
Beyond Molecular Structure: Critically Assessing Machine Learning for Designing Organic Photovoltaic Materials and Devices
2024· 1 citedOpen Access
Beyond Molecular Structure: Critically Assessing Machine Learning for Designing Organic Photovoltaic Materials and Devices
2024Open Access
Chemspyd: An Open-Source Python Interface for Chemspeed Robotic Chemistry and Materials Platforms
2024· 1 citedOpen Access
Chemspyd: An Open-Source Python Interface for Chemspeed Robotic Chemistry and Materials Platforms
2024· 3 citedOpen Access
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Frequent Co-authors

Guillermo C. Bazan(25), Alán Aspuru‐Guzik(18), Thuc‐Quyen Nguyen(15), Tony Wu(11), Andrés Aguilar‐Granda(9), Jenya Vestfrid(9), Ming Wang(9), Han Hao(8), Akchheta Karki(8), Cyrille Lavigne(8), Felix Strieth‐Kalthoff(7), Stanley Lo(6), Seo‐Jin Ko(6), Robert Pollice(6), Kazuhiro Hotta(6), G. N. Manjunatha Reddy(6), Bradley F. Chmelka(6), Marta Skreta(5), Naruki Yoshikawa(5), Jaewon Lee(5)