Martin Seifrid
@mseifrid.bsky.social
Self-driving labs & materials chemistry | Assistant Professor at NC State
Group: @ddomlab.org
ddomlab.org
Group: @ddomlab.org
ddomlab.org
Reposted by Martin Seifrid
RCSA, the Arnold and Mabel Beckman Foundation, and the Frederick Gardner Cottrell Foundation have funded seven team projects in the second year of the #Scialog: Automating Chemical Laboratories initiative. bit.ly/4e15oxp
June 11, 2025 at 2:54 PM
RCSA, the Arnold and Mabel Beckman Foundation, and the Frederick Gardner Cottrell Foundation have funded seven team projects in the second year of the #Scialog: Automating Chemical Laboratories initiative. bit.ly/4e15oxp
Reposted by Martin Seifrid
New preprint online: A flow cell for data validation in computer vision. Computer vision is amazing for reaction monitoring, analytical chemistry, and self-driving laboratories, but it has a flaw… let’s dig deep into this research. #Chemsky 1/n
chemrxiv.org/engage/chemr...
chemrxiv.org/engage/chemr...
May 29, 2025 at 11:07 AM
New preprint online: A flow cell for data validation in computer vision. Computer vision is amazing for reaction monitoring, analytical chemistry, and self-driving laboratories, but it has a flaw… let’s dig deep into this research. #Chemsky 1/n
chemrxiv.org/engage/chemr...
chemrxiv.org/engage/chemr...
Today's a big day for @ddomlab.org! My first PhD student, Sina Dehghan, presents his research at #ACSSpring2025
March 23, 2025 at 5:09 PM
Today's a big day for @ddomlab.org! My first PhD student, Sina Dehghan, presents his research at #ACSSpring2025
Reposted by Martin Seifrid
Reposted by Martin Seifrid
My kingdom for an edit button
November 17, 2024 at 6:13 PM
My kingdom for an edit button
🚨⏳ Only a few hours left!! Make sure to submit your abstracts to this excellent symposium on "Integrating High-Throughput Techniques and Digital Technologies for #Sustainability" at #ACSSpring2025
bit.ly/3XF7jzU
bit.ly/3XF7jzU
September 30, 2024 at 9:24 PM
🚨⏳ Only a few hours left!! Make sure to submit your abstracts to this excellent symposium on "Integrating High-Throughput Techniques and Digital Technologies for #Sustainability" at #ACSSpring2025
bit.ly/3XF7jzU
bit.ly/3XF7jzU
I've had many discussions with colleagues about the future of publishing, especially about how antiquated the current static web page & PDF model is. This write-up in Nature
about curvenote.com is exactly what we need!
www.nature.com/articles/d41...
about curvenote.com is exactly what we need!
www.nature.com/articles/d41...
A publishing platform that places code front and centre
Curvenote creates interactive publications based on digital-coding notebooks and aims to increase the transparency and reproducibility of data science. Curvenote creates interactive publications based...
www.nature.com
August 8, 2024 at 4:53 PM
I've had many discussions with colleagues about the future of publishing, especially about how antiquated the current static web page & PDF model is. This write-up in Nature
about curvenote.com is exactly what we need!
www.nature.com/articles/d41...
about curvenote.com is exactly what we need!
www.nature.com/articles/d41...
Agreed! Reposting to annoy my Celsius friends 😉
A hill I will die on:
Fahrenheit is calibrated to the human experience, Celsius is calibrated to the phase changes of water.
Clearly, Celsius is more useful in a chemistry lab, but Fahrenheit makes more intuitive sense for weather and room temps.
Fahrenheit is calibrated to the human experience, Celsius is calibrated to the phase changes of water.
Clearly, Celsius is more useful in a chemistry lab, but Fahrenheit makes more intuitive sense for weather and room temps.
July 10, 2024 at 2:29 PM
Agreed! Reposting to annoy my Celsius friends 😉
Reposted by Martin Seifrid
We just completed the installation of Big Purchase #1 ™️: a quadruple (!) detector SEC from Tosoh. This bad boy has RI, UV, MALS, & viscometry 💪 We're really excited to start getting some absolute molecular weights!
June 6, 2024 at 3:51 PM
We just completed the installation of Big Purchase #1 ™️: a quadruple (!) detector SEC from Tosoh. This bad boy has RI, UV, MALS, & viscometry 💪 We're really excited to start getting some absolute molecular weights!
Our exploration of #ML to predict #OPV device performance from molecular structure of the materials *and* processing data is now officially published in J Mater Chem A as part of their 2024 Emerging Investigators series!
doi.org/10.1039/D4TA...
doi.org/10.1039/D4TA...
Beyond molecular structure: critically assessing machine learning for designing organic photovoltaic materials and devices
Our study explores the current state of machine learning (ML) as applied to predicting and designing organic photovoltaic (OPV) devices. We outline key considerations for selecting the method of encod...
doi.org
May 28, 2024 at 7:55 PM
Our exploration of #ML to predict #OPV device performance from molecular structure of the materials *and* processing data is now officially published in J Mater Chem A as part of their 2024 Emerging Investigators series!
doi.org/10.1039/D4TA...
doi.org/10.1039/D4TA...
Heading to my first (!) #S24MRS tomorrow to give an invited talk about machine learning from OPV data and data reporting standards.
Come find me in EN04.02 or drop me a DM if you're in Seattle too!
Come find me in EN04.02 or drop me a DM if you're in Seattle too!
April 21, 2024 at 8:07 PM
Heading to my first (!) #S24MRS tomorrow to give an invited talk about machine learning from OPV data and data reporting standards.
Come find me in EN04.02 or drop me a DM if you're in Seattle too!
Come find me in EN04.02 or drop me a DM if you're in Seattle too!
Reposted by Martin Seifrid
Hell. You are describing hell. Nobody wants an “interactive and engaging” dishwasher. They just want their dishes cleaned. www.forbes.com/sites/bernar...
March 29, 2024 at 3:32 PM
Hell. You are describing hell. Nobody wants an “interactive and engaging” dishwasher. They just want their dishes cleaned. www.forbes.com/sites/bernar...
Out now on ChemRxiv! We explored using machine learning to predict OPV device performance from molecular structure of the materials *and* processing data. Hopefully this somewhat didactic approach is useful to those in the field who are interested in ML.
doi.org/10.26434/che...
#ChemSky #MatSky
doi.org/10.26434/che...
#ChemSky #MatSky
Beyond Molecular Structure: Critically Assessing Machine Learning for Designing Organic Photovoltaic Materials and Devices
Our study explores the current state of machine learning (ML) as applied to predicting and designing organic photovoltaic (OPV) devices. We outline key considerations for selecting the method of encod...
doi.org
March 25, 2024 at 3:49 PM
Out now on ChemRxiv! We explored using machine learning to predict OPV device performance from molecular structure of the materials *and* processing data. Hopefully this somewhat didactic approach is useful to those in the field who are interested in ML.
doi.org/10.26434/che...
#ChemSky #MatSky
doi.org/10.26434/che...
#ChemSky #MatSky
Are you gonna be at #ACSSpring2024? Hit me up! 👋
I'll be giving a talk (3990042) in the #PMSE session on Machine Learning, Data, and Automation for Polymer Discovery on Wednesday morning as well 🚨📢
#ChemSky #MatSky
I'll be giving a talk (3990042) in the #PMSE session on Machine Learning, Data, and Automation for Polymer Discovery on Wednesday morning as well 🚨📢
#ChemSky #MatSky
March 17, 2024 at 11:19 PM
Are you gonna be at #ACSSpring2024? Hit me up! 👋
I'll be giving a talk (3990042) in the #PMSE session on Machine Learning, Data, and Automation for Polymer Discovery on Wednesday morning as well 🚨📢
#ChemSky #MatSky
I'll be giving a talk (3990042) in the #PMSE session on Machine Learning, Data, and Automation for Polymer Discovery on Wednesday morning as well 🚨📢
#ChemSky #MatSky
With apologies to everyone who I've been telling "It'll be out soon", I'm excited to say:
Chemspyd, our open-source Python API to control Chemspeed platforms is FINALLY live on PyPI!!
We welcome feedback and contributions from the community.
Preprint: doi.org/10.26434/che...
Chemspyd, our open-source Python API to control Chemspeed platforms is FINALLY live on PyPI!!
We welcome feedback and contributions from the community.
Preprint: doi.org/10.26434/che...
Chemspyd: An Open-Source Python Interface for Chemspeed Robotic Chemistry and Materials Platforms
We introduce Chemspyd, a lightweight, open-source Python package for operating the popular laboratory robotic platforms from Chemspeed Technologies. As an add-on to the existing proprietary software s...
doi.org
February 20, 2024 at 6:22 PM
With apologies to everyone who I've been telling "It'll be out soon", I'm excited to say:
Chemspyd, our open-source Python API to control Chemspeed platforms is FINALLY live on PyPI!!
We welcome feedback and contributions from the community.
Preprint: doi.org/10.26434/che...
Chemspyd, our open-source Python API to control Chemspeed platforms is FINALLY live on PyPI!!
We welcome feedback and contributions from the community.
Preprint: doi.org/10.26434/che...
Help spread the word! Encourage your students, postdocs and colleagues to submit to the ACS Colloid and Surface Science Symposium.
We have an excellent group of speakers. I'll be co-chairing a session on automation and ML/AI in colloids and surface science.
www.colloids2024.org
We have an excellent group of speakers. I'll be co-chairing a session on automation and ML/AI in colloids and surface science.
www.colloids2024.org
ACS CSSS 2024
www.colloids2024.org
January 22, 2024 at 7:17 PM
Help spread the word! Encourage your students, postdocs and colleagues to submit to the ACS Colloid and Surface Science Symposium.
We have an excellent group of speakers. I'll be co-chairing a session on automation and ML/AI in colloids and surface science.
www.colloids2024.org
We have an excellent group of speakers. I'll be co-chairing a session on automation and ML/AI in colloids and surface science.
www.colloids2024.org
Follow the lab's new Bluesky account to stay up to date with all the exciting developments!
First semester at NC State MSE is in the books! Not only is NC State Engineering building the future of #SelfDrivingLabs, but there's an awesome self-driving library
#MatSky #Chemsky
#MatSky #Chemsky
December 18, 2023 at 8:22 PM
Follow the lab's new Bluesky account to stay up to date with all the exciting developments!
Calling my ML/DataSci peeps on #ChemSky and #MatSky!
I’m teaching a data science for materials course next semester. The idea is to cover basics of data cleaning, preprocessing, simple models, classification & regression. If you have resources/slides you’d be willing to share, please let me know!
I’m teaching a data science for materials course next semester. The idea is to cover basics of data cleaning, preprocessing, simple models, classification & regression. If you have resources/slides you’d be willing to share, please let me know!
December 13, 2023 at 4:52 PM
I realized that I don't spend much time on here because Bluesky's UX suck you in as much as others, and that's... good!
November 20, 2023 at 4:08 PM
I realized that I don't spend much time on here because Bluesky's UX suck you in as much as others, and that's... good!
🗣️ Heads up! Join us at the FUTURE Labs Workshop on Jan 11-12, 2024, at North Carolina State University, where we're diving into the future of scientific discovery through #SelfDrivingLabs! 🤖🧪
research.ncsu.edu/futurelabswo...
research.ncsu.edu/futurelabswo...
October 23, 2023 at 7:59 PM
🗣️ Heads up! Join us at the FUTURE Labs Workshop on Jan 11-12, 2024, at North Carolina State University, where we're diving into the future of scientific discovery through #SelfDrivingLabs! 🤖🧪
research.ncsu.edu/futurelabswo...
research.ncsu.edu/futurelabswo...